Language Translation

In this project, you’re going to take a peek into the realm of neural network machine translation. You’ll be training a sequence to sequence model on a dataset of English and French sentences that can translate new sentences from English to French.

Get the Data

Since translating the whole language of English to French will take lots of time to train, we have provided you with a small portion of the English corpus.

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"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import helper
import problem_unittests as tests

source_path = 'data/small_vocab_en'
target_path = 'data/small_vocab_fr'
source_text = helper.load_data(source_path)
target_text = helper.load_data(target_path)

Explore the Data

Play around with view_sentence_range to view different parts of the data.

In [2]:
view_sentence_range = (0, 10)

"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np

print('Dataset Stats')
print('Roughly the number of unique words: {}'.format(len({word: None for word in source_text.split()})))

sentences = source_text.split('\n')
word_counts = [len(sentence.split()) for sentence in sentences]
print('Number of sentences: {}'.format(len(sentences)))
print('Average number of words in a sentence: {}'.format(np.average(word_counts)))

print()
print('English sentences {} to {}:'.format(*view_sentence_range))
print('\n'.join(source_text.split('\n')[view_sentence_range[0]:view_sentence_range[1]]))
print()
print('French sentences {} to {}:'.format(*view_sentence_range))
print('\n'.join(target_text.split('\n')[view_sentence_range[0]:view_sentence_range[1]]))
Dataset Stats
Roughly the number of unique words: 227
Number of sentences: 137861
Average number of words in a sentence: 13.225277634719028

English sentences 0 to 10:
new jersey is sometimes quiet during autumn , and it is snowy in april .
the united states is usually chilly during july , and it is usually freezing in november .
california is usually quiet during march , and it is usually hot in june .
the united states is sometimes mild during june , and it is cold in september .
your least liked fruit is the grape , but my least liked is the apple .
his favorite fruit is the orange , but my favorite is the grape .
paris is relaxing during december , but it is usually chilly in july .
new jersey is busy during spring , and it is never hot in march .
our least liked fruit is the lemon , but my least liked is the grape .
the united states is sometimes busy during january , and it is sometimes warm in november .

French sentences 0 to 10:
new jersey est parfois calme pendant l' automne , et il est neigeux en avril .
les états-unis est généralement froid en juillet , et il gèle habituellement en novembre .
california est généralement calme en mars , et il est généralement chaud en juin .
les états-unis est parfois légère en juin , et il fait froid en septembre .
votre moins aimé fruit est le raisin , mais mon moins aimé est la pomme .
son fruit préféré est l'orange , mais mon préféré est le raisin .
paris est relaxant en décembre , mais il est généralement froid en juillet .
new jersey est occupé au printemps , et il est jamais chaude en mars .
notre fruit est moins aimé le citron , mais mon moins aimé est le raisin .
les états-unis est parfois occupé en janvier , et il est parfois chaud en novembre .

Implement Preprocessing Function

Text to Word Ids

As you did with other RNNs, you must turn the text into a number so the computer can understand it. In the function text_to_ids(), you'll turn source_text and target_text from words to ids. However, you need to add the <EOS> word id at the end of each sentence from target_text. This will help the neural network predict when the sentence should end.

You can get the <EOS> word id by doing:

target_vocab_to_int['<EOS>']

You can get other word ids using source_vocab_to_int and target_vocab_to_int.

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def text_to_ids(source_text, target_text, source_vocab_to_int, target_vocab_to_int):
    """
    Convert source and target text to proper word ids
    :param source_text: String that contains all the source text.
    :param target_text: String that contains all the target text.
    :param source_vocab_to_int: Dictionary to go from the source words to an id
    :param target_vocab_to_int: Dictionary to go from the target words to an id
    :return: A tuple of lists (source_id_text, target_id_text)
    """
    # TODO: Implement Function
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    source_id_text = [[source_vocab_to_int[word] for word in sentence.split()] for sentence in source_text.split('\n')]
    target_id_text = [[target_vocab_to_int[word] for word in sentence.split()] + [target_vocab_to_int['<EOS>']] for sentence in target_text.split('\n')]
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    source_id_text = []
    target_id_text =[]
    
    outputLine = []
    
    #print(source_text)
    #print(target_text)
    
    lines = source_text.split('\n')
    #print(lines)
    for line in lines:
        outputLine = []
        #print(line)
        srcText = line.split(' ')
        for txt in srcText:
            #print(txt)
            if txt != '':
                outputLine.append(source_vocab_to_int[txt])
            #outputLine.append(" ")
        #outputLine.append(source_vocab_to_int['<EOS>'])
        source_id_text.append(outputLine)
    
    #print(len(source_id_text))
    
    lines = target_text.split('\n')
    for line in lines:
        outputLine = []
        tgtText = line.split(' ')      
        for txt in tgtText:
            if txt != '':
                outputLine.append(target_vocab_to_int[txt])
            #outputLine.append(" ")
        outputLine.append(target_vocab_to_int['<EOS>'])
        target_id_text.append(outputLine)
    
    #print(len(target_id_text))
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    source_id_text = [[source_vocab_to_int[word] for word in sentence.split()] for sentence in source_text.split('\n')]
    target_id_text = [[target_vocab_to_int[word] for word in sentence.split()] + [target_vocab_to_int['<EOS>']] for sentence in target_text.split('\n')]
>>>>>>> caaab3a... submission_02
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    source_id_text = [[source_vocab_to_int[word] for word in sentence.split()] for sentence in source_text.split('\n')]
    target_id_text = [[target_vocab_to_int[word] for word in sentence.split()] + [target_vocab_to_int['<EOS>']] for sentence in target_text.split('\n')]
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    return (source_id_text, target_id_text)


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_text_to_ids(text_to_ids)
Tests Passed

Preprocess all the data and save it

Running the code cell below will preprocess all the data and save it to file.

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"""
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"""
helper.preprocess_and_save_data(source_path, target_path, text_to_ids)

Check Point

This is your first checkpoint. If you ever decide to come back to this notebook or have to restart the notebook, you can start from here. The preprocessed data has been saved to disk.

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"""
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"""
import numpy as np
import helper

(source_int_text, target_int_text), (source_vocab_to_int, target_vocab_to_int), _ = helper.load_preprocess()

Check the Version of TensorFlow and Access to GPU

This will check to make sure you have the correct version of TensorFlow and access to a GPU

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"""
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"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf

# Check TensorFlow Version
assert LooseVersion(tf.__version__) in [LooseVersion('1.0.0'), LooseVersion('1.0.1')], 'This project requires TensorFlow version 1.0  You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))

# Check for a GPU
if not tf.test.gpu_device_name():
    warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
    print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.0.0
Default GPU Device: /gpu:0

Build the Neural Network

You'll build the components necessary to build a Sequence-to-Sequence model by implementing the following functions below:

  • model_inputs
  • process_decoding_input
  • encoding_layer
  • decoding_layer_train
  • decoding_layer_infer
  • decoding_layer
  • seq2seq_model

Input

Implement the model_inputs() function to create TF Placeholders for the Neural Network. It should create the following placeholders:

  • Input text placeholder named "input" using the TF Placeholder name parameter with rank 2.
  • Targets placeholder with rank 2.
  • Learning rate placeholder with rank 0.
  • Keep probability placeholder named "keep_prob" using the TF Placeholder name parameter with rank 0.

Return the placeholders in the following the tuple (Input, Targets, Learing Rate, Keep Probability)

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def model_inputs():
    """
    Create TF Placeholders for input, targets, and learning rate.
    :return: Tuple (input, targets, learning rate, keep probability)
    """
    # TODO: Implement Function
    input = tf.placeholder(tf.int32,[None,None],name="input")
    targets = tf.placeholder(tf.int32,[None,None],)
    learningRate = tf.placeholder(tf.float32,shape=None)
    keepProbability = tf.placeholder(tf.float32,shape=None, name="keep_prob")
    return (input, targets, learningRate, keepProbability)

"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
Tests Passed

Process Decoding Input

Implement process_decoding_input using TensorFlow to remove the last word id from each batch in target_data and concat the GO ID to the begining of each batch.

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def process_decoding_input(target_data, target_vocab_to_int, batch_size):
    """
    Preprocess target data for decoding
    :param target_data: Target Placehoder
    :param target_vocab_to_int: Dictionary to go from the target words to an id
    :param batch_size: Batch Size
    :return: Preprocessed target data
    """
    # TODO: Implement Function
    
    ending = tf.strided_slice(target_data, [0, 0], [batch_size, -1], [1, 1])
    dec_input = tf.concat([tf.fill([batch_size, 1], target_vocab_to_int['<GO>']), ending], 1)
    
    return dec_input

"""
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"""
tests.test_process_decoding_input(process_decoding_input)
Tests Passed

Encoding

Implement encoding_layer() to create a Encoder RNN layer using tf.nn.dynamic_rnn().

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def encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob):
    """
    Create encoding layer
    :param rnn_inputs: Inputs for the RNN
    :param rnn_size: RNN Size
    :param num_layers: Number of layers
    :param keep_prob: Dropout keep probability
    :return: RNN state
    """
    # TODO: Implement Function
    lstm = tf.contrib.rnn.BasicLSTMCell(rnn_size)
    drop = tf.contrib.rnn.DropoutWrapper(lstm, output_keep_prob=keep_prob)
    cell = tf.contrib.rnn.MultiRNNCell([drop] * num_layers)    

    
    outputs,state = tf.nn.dynamic_rnn(cell, rnn_inputs, dtype=tf.float32)
    return state

"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_encoding_layer(encoding_layer)
Tests Passed

Decoding - Training

Create training logits using tf.contrib.seq2seq.simple_decoder_fn_train() and tf.contrib.seq2seq.dynamic_rnn_decoder(). Apply the output_fn to the tf.contrib.seq2seq.dynamic_rnn_decoder() outputs.

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def decoding_layer_train(encoder_state, dec_cell, dec_embed_input, sequence_length, decoding_scope,
                         output_fn, keep_prob):
    """
    Create a decoding layer for training
    :param encoder_state: Encoder State
    :param dec_cell: Decoder RNN Cell
    :param dec_embed_input: Decoder embedded input
    :param sequence_length: Sequence Length
    :param decoding_scope: TenorFlow Variable Scope for decoding
    :param output_fn: Function to apply the output layer
    :param keep_prob: Dropout keep probability
    :return: Train Logits
    """
    # TODO: Implement Function
    
    #with tf.variable_scope("decoding") as decoding_scope:
    # Training Decoder
    train_decoder_fn = tf.contrib.seq2seq.simple_decoder_fn_train(encoder_state)
    train_pred, _, _ = tf.contrib.seq2seq.dynamic_rnn_decoder(
        dec_cell, train_decoder_fn, dec_embed_input, sequence_length, scope=decoding_scope)

    # Apply output function
    train_logits =  output_fn(train_pred)   
    
    return train_logits


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer_train(decoding_layer_train)
Tests Passed
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def decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id, end_of_sequence_id,
                         maximum_length, vocab_size, decoding_scope, output_fn, keep_prob):
    """
    Create a decoding layer for inference
    :param encoder_state: Encoder state
    :param dec_cell: Decoder RNN Cell
    :param dec_embeddings: Decoder embeddings
    :param start_of_sequence_id: GO ID
    :param end_of_sequence_id: EOS Id
    :param maximum_length: The maximum allowed time steps to decode
    :param vocab_size: Size of vocabulary
    :param decoding_scope: TensorFlow Variable Scope for decoding
    :param output_fn: Function to apply the output layer
    :param keep_prob: Dropout keep probability
    :return: Inference Logits
    """
    # TODO: Implement Function
    infer_decoder_fn = tf.contrib.seq2seq.simple_decoder_fn_inference(
        output_fn, encoder_state, dec_embeddings, start_of_sequence_id, end_of_sequence_id, 
        maximum_length, vocab_size)
    inference_logits, _, _ = tf.contrib.seq2seq.dynamic_rnn_decoder(dec_cell, infer_decoder_fn, scope=decoding_scope)    
    return inference_logits


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer_infer(decoding_layer_infer)
Tests Passed

Build the Decoding Layer

Implement decoding_layer() to create a Decoder RNN layer.

  • Create RNN cell for decoding using rnn_size and num_layers.
  • Create the output fuction using lambda to transform it's input, logits, to class logits.
  • Use the your decoding_layer_train(encoder_state, dec_cell, dec_embed_input, sequence_length, decoding_scope, output_fn, keep_prob) function to get the training logits.
  • Use your decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id, end_of_sequence_id, maximum_length, vocab_size, decoding_scope, output_fn, keep_prob) function to get the inference logits.

Note: You'll need to use tf.variable_scope to share variables between training and inference.

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def decoding_layer(dec_embed_input, dec_embeddings, encoder_state, vocab_size, sequence_length, rnn_size,
                   num_layers, target_vocab_to_int, keep_prob):
    """
    Create decoding layer
    :param dec_embed_input: Decoder embedded input
    :param dec_embeddings: Decoder embeddings
    :param encoder_state: The encoded state
    :param vocab_size: Size of vocabulary
    :param sequence_length: Sequence Length
    :param rnn_size: RNN Size
    :param num_layers: Number of layers
    :param target_vocab_to_int: Dictionary to go from the target words to an id
    :param keep_prob: Dropout keep probability
    :return: Tuple of (Training Logits, Inference Logits)
    """
    # TODO: Implement Function

    dec_cell = tf.contrib.rnn.MultiRNNCell([tf.contrib.rnn.BasicLSTMCell(rnn_size)] * num_layers)

    with tf.variable_scope("decoding") as decoding_scope:
    # Output Layer
        output_fn = lambda x: tf.contrib.layers.fully_connected(x, vocab_size, None, scope=decoding_scope)
        #output_fn = lambda logits: tf.nn.softmax(logits)
        train_logits = decoding_layer_train(encoder_state, dec_cell, dec_embed_input, sequence_length, decoding_scope,
                             output_fn, keep_prob)    
    
    with tf.variable_scope("decoding", reuse=True) as decoding_scope:
        start_of_sequence_id = target_vocab_to_int['<GO>']
        end_of_sequence_id = target_vocab_to_int['<EOS>']
        inference_logits = decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id, end_of_sequence_id,
                             sequence_length - 1, vocab_size, decoding_scope, output_fn, keep_prob)
    return train_logits, inference_logits


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer(decoding_layer)
Tests Passed

Build the Neural Network

Apply the functions you implemented above to:

  • Apply embedding to the input data for the encoder.
  • Encode the input using your encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob).
  • Process target data using your process_decoding_input(target_data, target_vocab_to_int, batch_size) function.
  • Apply embedding to the target data for the decoder.
  • Decode the encoded input using your decoding_layer(dec_embed_input, dec_embeddings, encoder_state, vocab_size, sequence_length, rnn_size, num_layers, target_vocab_to_int, keep_prob).
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def seq2seq_model(input_data, target_data, keep_prob, batch_size, sequence_length, source_vocab_size, target_vocab_size,
                  enc_embedding_size, dec_embedding_size, rnn_size, num_layers, target_vocab_to_int):
    """
    Build the Sequence-to-Sequence part of the neural network
    :param input_data: Input placeholder
    :param target_data: Target placeholder
    :param keep_prob: Dropout keep probability placeholder
    :param batch_size: Batch Size
    :param sequence_length: Sequence Length
    :param source_vocab_size: Source vocabulary size
    :param target_vocab_size: Target vocabulary size
    :param enc_embedding_size: Decoder embedding size
    :param dec_embedding_size: Encoder embedding size
    :param rnn_size: RNN Size
    :param num_layers: Number of layers
    :param target_vocab_to_int: Dictionary to go from the target words to an id
    :return: Tuple of (Training Logits, Inference Logits)
    """
    # TODO: Implement Function 
    
    
    # Encoder Embedding
    enc_embeddings = tf.Variable(tf.random_uniform([source_vocab_size, enc_embedding_size]))
    enc_embed_input = tf.nn.embedding_lookup(enc_embeddings, input_data)  
    
    encoder_state = encoding_layer(enc_embed_input, rnn_size, num_layers, keep_prob)
    
    dec_input = process_decoding_input(target_data, target_vocab_to_int, batch_size)
    
    # Decoder Embedding
    dec_embeddings = tf.Variable(tf.random_uniform([target_vocab_size, dec_embedding_size]))
    dec_embed_input = tf.nn.embedding_lookup(dec_embeddings, dec_input)    
    
    train_logits, inference_logits = decoding_layer(dec_embed_input, dec_embeddings, encoder_state, target_vocab_size, sequence_length, rnn_size, num_layers, target_vocab_to_int, keep_prob)
    
    return train_logits, inference_logits


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_seq2seq_model(seq2seq_model)
Tests Passed

Neural Network Training

Hyperparameters

Tune the following parameters:

  • Set epochs to the number of epochs.
  • Set batch_size to the batch size.
  • Set rnn_size to the size of the RNNs.
  • Set num_layers to the number of layers.
  • Set encoding_embedding_size to the size of the embedding for the encoder.
  • Set decoding_embedding_size to the size of the embedding for the decoder.
  • Set learning_rate to the learning rate.
  • Set keep_probability to the Dropout keep probability
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# Number of Epochs
epochs = 100
# Batch Size
batch_size = 512
# RNN Size
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rnn_size = 256
# Number of Layers
num_layers = 4
# Embedding Size
encoding_embedding_size = 256
decoding_embedding_size = 256
# Learning Rate
learning_rate = 0.005
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# Number of Layers
num_layers = 4
# Embedding Size
encoding_embedding_size = 256
decoding_embedding_size = 256
# Learning Rate
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learning_rate = 0.005
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learning_rate = 0.005
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# Dropout Keep Probability
keep_probability = 0.5

Build the Graph

Build the graph using the neural network you implemented.

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"""
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"""
save_path = 'checkpoints/dev'
(source_int_text, target_int_text), (source_vocab_to_int, target_vocab_to_int), _ = helper.load_preprocess()
max_source_sentence_length = max([len(sentence) for sentence in source_int_text])

train_graph = tf.Graph()
with train_graph.as_default():
    input_data, targets, lr, keep_prob = model_inputs()
    sequence_length = tf.placeholder_with_default(max_source_sentence_length, None, name='sequence_length')
    input_shape = tf.shape(input_data)
    
    train_logits, inference_logits = seq2seq_model(
        tf.reverse(input_data, [-1]), targets, keep_prob, batch_size, sequence_length, len(source_vocab_to_int), len(target_vocab_to_int),
        encoding_embedding_size, decoding_embedding_size, rnn_size, num_layers, target_vocab_to_int)

    tf.identity(inference_logits, 'logits')
    with tf.name_scope("optimization"):
        # Loss function
        cost = tf.contrib.seq2seq.sequence_loss(
            train_logits,
            targets,
            tf.ones([input_shape[0], sequence_length]))

        # Optimizer
        optimizer = tf.train.AdamOptimizer(lr)

        # Gradient Clipping
        gradients = optimizer.compute_gradients(cost)
        capped_gradients = [(tf.clip_by_value(grad, -1., 1.), var) for grad, var in gradients if grad is not None]
        train_op = optimizer.apply_gradients(capped_gradients)

Train

Train the neural network on the preprocessed data. If you have a hard time getting a good loss, check the forms to see if anyone is having the same problem.

<<<<<<< HEAD <<<<<<< HEAD <<<<<<< HEAD
In [33]:
=======
In [34]:
>>>>>>> 307c83c... submission_01 =======
In [33]:
>>>>>>> caaab3a... submission_02 =======
In [33]:
>>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import time

def get_accuracy(target, logits):
    """
    Calculate accuracy
    """
    max_seq = max(target.shape[1], logits.shape[1])
    if max_seq - target.shape[1]:
        target = np.pad(
            target,
            [(0,0),(0,max_seq - target.shape[1])],
            'constant')
    if max_seq - logits.shape[1]:
        logits = np.pad(
            logits,
            [(0,0),(0,max_seq - logits.shape[1]), (0,0)],
            'constant')

    return np.mean(np.equal(target, np.argmax(logits, 2)))

train_source = source_int_text[batch_size:]
train_target = target_int_text[batch_size:]

valid_source = helper.pad_sentence_batch(source_int_text[:batch_size])
valid_target = helper.pad_sentence_batch(target_int_text[:batch_size])

with tf.Session(graph=train_graph) as sess:
    sess.run(tf.global_variables_initializer())

    for epoch_i in range(epochs):
        for batch_i, (source_batch, target_batch) in enumerate(
                helper.batch_data(train_source, train_target, batch_size)):
            start_time = time.time()
            
            _, loss = sess.run(
                [train_op, cost],
                {input_data: source_batch,
                 targets: target_batch,
                 lr: learning_rate,
                 sequence_length: target_batch.shape[1],
                 keep_prob: keep_probability})
            
            batch_train_logits = sess.run(
                inference_logits,
                {input_data: source_batch, keep_prob: 1.0})
            batch_valid_logits = sess.run(
                inference_logits,
                {input_data: valid_source, keep_prob: 1.0})
                
            train_acc = get_accuracy(target_batch, batch_train_logits)
            valid_acc = get_accuracy(np.array(valid_target), batch_valid_logits)
            end_time = time.time()
            print('Epoch {:>3} Batch {:>4}/{} - Train Accuracy: {:>6.3f}, Validation Accuracy: {:>6.3f}, Loss: {:>6.3f}'
                  .format(epoch_i, batch_i, len(source_int_text) // batch_size, train_acc, valid_acc, loss))

    # Save Model
    saver = tf.train.Saver()
    saver.save(sess, save_path)
    print('Model Trained and Saved')
<<<<<<< HEAD <<<<<<< HEAD <<<<<<< HEAD ======= >>>>>>> caaab3a... submission_02 ======= >>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0
Epoch   0 Batch    0/269 - Train Accuracy:  0.277, Validation Accuracy:  0.342, Loss:  5.879
Epoch   0 Batch    1/269 - Train Accuracy:  0.244, Validation Accuracy:  0.322, Loss:  4.915
Epoch   0 Batch    2/269 - Train Accuracy:  0.302, Validation Accuracy:  0.343, Loss:  4.960
Epoch   0 Batch    3/269 - Train Accuracy:  0.281, Validation Accuracy:  0.347, Loss:  3.908
Epoch   0 Batch    4/269 - Train Accuracy:  0.270, Validation Accuracy:  0.343, Loss:  4.001
Epoch   0 Batch    5/269 - Train Accuracy:  0.272, Validation Accuracy:  0.347, Loss:  3.702
Epoch   0 Batch    6/269 - Train Accuracy:  0.313, Validation Accuracy:  0.342, Loss:  3.485
Epoch   0 Batch    7/269 - Train Accuracy:  0.311, Validation Accuracy:  0.343, Loss:  3.425
Epoch   0 Batch    8/269 - Train Accuracy:  0.295, Validation Accuracy:  0.357, Loss:  3.469
Epoch   0 Batch    9/269 - Train Accuracy:  0.341, Validation Accuracy:  0.378, Loss:  3.317
Epoch   0 Batch   10/269 - Train Accuracy:  0.318, Validation Accuracy:  0.382, Loss:  3.314
Epoch   0 Batch   11/269 - Train Accuracy:  0.344, Validation Accuracy:  0.378, Loss:  3.185
Epoch   0 Batch   12/269 - Train Accuracy:  0.295, Validation Accuracy:  0.356, Loss:  3.245
Epoch   0 Batch   13/269 - Train Accuracy:  0.359, Validation Accuracy:  0.356, Loss:  2.944
Epoch   0 Batch   14/269 - Train Accuracy:  0.321, Validation Accuracy:  0.360, Loss:  3.076
Epoch   0 Batch   15/269 - Train Accuracy:  0.328, Validation Accuracy:  0.373, Loss:  3.062
Epoch   0 Batch   16/269 - Train Accuracy:  0.343, Validation Accuracy:  0.373, Loss:  3.015
Epoch   0 Batch   17/269 - Train Accuracy:  0.344, Validation Accuracy:  0.382, Loss:  2.980
Epoch   0 Batch   18/269 - Train Accuracy:  0.315, Validation Accuracy:  0.381, Loss:  3.078
Epoch   0 Batch   19/269 - Train Accuracy:  0.380, Validation Accuracy:  0.382, Loss:  2.812
Epoch   0 Batch   20/269 - Train Accuracy:  0.321, Validation Accuracy:  0.382, Loss:  3.005
Epoch   0 Batch   21/269 - Train Accuracy:  0.319, Validation Accuracy:  0.381, Loss:  3.034
Epoch   0 Batch   22/269 - Train Accuracy:  0.358, Validation Accuracy:  0.387, Loss:  2.873
Epoch   0 Batch   23/269 - Train Accuracy:  0.366, Validation Accuracy:  0.385, Loss:  2.876
Epoch   0 Batch   24/269 - Train Accuracy:  0.333, Validation Accuracy:  0.393, Loss:  2.978
Epoch   0 Batch   25/269 - Train Accuracy:  0.333, Validation Accuracy:  0.394, Loss:  2.958
Epoch   0 Batch   26/269 - Train Accuracy:  0.396, Validation Accuracy:  0.393, Loss:  2.700
Epoch   0 Batch   27/269 - Train Accuracy:  0.364, Validation Accuracy:  0.394, Loss:  2.812
Epoch   0 Batch   28/269 - Train Accuracy:  0.317, Validation Accuracy:  0.388, Loss:  2.950
Epoch   0 Batch   29/269 - Train Accuracy:  0.332, Validation Accuracy:  0.394, Loss:  2.916
Epoch   0 Batch   30/269 - Train Accuracy:  0.359, Validation Accuracy:  0.394, Loss:  2.775
Epoch   0 Batch   31/269 - Train Accuracy:  0.363, Validation Accuracy:  0.394, Loss:  2.775
Epoch   0 Batch   32/269 - Train Accuracy:  0.345, Validation Accuracy:  0.381, Loss:  2.781
Epoch   0 Batch   33/269 - Train Accuracy:  0.367, Validation Accuracy:  0.393, Loss:  2.723
Epoch   0 Batch   34/269 - Train Accuracy:  0.362, Validation Accuracy:  0.394, Loss:  2.725
Epoch   0 Batch   35/269 - Train Accuracy:  0.366, Validation Accuracy:  0.394, Loss:  2.702
Epoch   0 Batch   36/269 - Train Accuracy:  0.366, Validation Accuracy:  0.395, Loss:  2.721
Epoch   0 Batch   37/269 - Train Accuracy:  0.364, Validation Accuracy:  0.394, Loss:  2.722
Epoch   0 Batch   38/269 - Train Accuracy:  0.359, Validation Accuracy:  0.394, Loss:  2.714
Epoch   0 Batch   39/269 - Train Accuracy:  0.366, Validation Accuracy:  0.394, Loss:  2.675
Epoch   0 Batch   40/269 - Train Accuracy:  0.338, Validation Accuracy:  0.395, Loss:  2.796
Epoch   0 Batch   41/269 - Train Accuracy:  0.372, Validation Accuracy:  0.401, Loss:  2.683
Epoch   0 Batch   42/269 - Train Accuracy:  0.392, Validation Accuracy:  0.397, Loss:  2.565
Epoch   0 Batch   43/269 - Train Accuracy:  0.336, Validation Accuracy:  0.397, Loss:  2.785
Epoch   0 Batch   44/269 - Train Accuracy:  0.374, Validation Accuracy:  0.398, Loss:  2.661
Epoch   0 Batch   45/269 - Train Accuracy:  0.335, Validation Accuracy:  0.396, Loss:  2.777
Epoch   0 Batch   46/269 - Train Accuracy:  0.337, Validation Accuracy:  0.399, Loss:  2.766
Epoch   0 Batch   47/269 - Train Accuracy:  0.399, Validation Accuracy:  0.399, Loss:  2.506
Epoch   0 Batch   48/269 - Train Accuracy:  0.374, Validation Accuracy:  0.402, Loss:  2.613
Epoch   0 Batch   49/269 - Train Accuracy:  0.335, Validation Accuracy:  0.399, Loss:  2.767
Epoch   0 Batch   50/269 - Train Accuracy:  0.340, Validation Accuracy:  0.400, Loss:  2.773
Epoch   0 Batch   51/269 - Train Accuracy:  0.367, Validation Accuracy:  0.400, Loss:  2.663
Epoch   0 Batch   52/269 - Train Accuracy:  0.368, Validation Accuracy:  0.400, Loss:  2.623
Epoch   0 Batch   53/269 - Train Accuracy:  0.343, Validation Accuracy:  0.400, Loss:  2.738
Epoch   0 Batch   54/269 - Train Accuracy:  0.341, Validation Accuracy:  0.399, Loss:  2.733
Epoch   0 Batch   55/269 - Train Accuracy:  0.372, Validation Accuracy:  0.401, Loss:  2.611
Epoch   0 Batch   56/269 - Train Accuracy:  0.372, Validation Accuracy:  0.401, Loss:  2.616
Epoch   0 Batch   57/269 - Train Accuracy:  0.364, Validation Accuracy:  0.394, Loss:  2.609
Epoch   0 Batch   58/269 - Train Accuracy:  0.358, Validation Accuracy:  0.387, Loss:  2.623
Epoch   0 Batch   59/269 - Train Accuracy:  0.367, Validation Accuracy:  0.399, Loss:  2.624
Epoch   0 Batch   60/269 - Train Accuracy:  0.392, Validation Accuracy:  0.401, Loss:  2.525
Epoch   0 Batch   61/269 - Train Accuracy:  0.401, Validation Accuracy:  0.398, Loss:  2.464
Epoch   0 Batch   62/269 - Train Accuracy:  0.400, Validation Accuracy:  0.401, Loss:  2.498
Epoch   0 Batch   63/269 - Train Accuracy:  0.367, Validation Accuracy:  0.400, Loss:  2.595
Epoch   0 Batch   64/269 - Train Accuracy:  0.371, Validation Accuracy:  0.402, Loss:  2.584
Epoch   0 Batch   65/269 - Train Accuracy:  0.372, Validation Accuracy:  0.401, Loss:  2.567
Epoch   0 Batch   66/269 - Train Accuracy:  0.383, Validation Accuracy:  0.391, Loss:  2.466
Epoch   0 Batch   67/269 - Train Accuracy:  0.366, Validation Accuracy:  0.401, Loss:  2.570
Epoch   0 Batch   68/269 - Train Accuracy:  0.340, Validation Accuracy:  0.367, Loss:  2.598
Epoch   0 Batch   69/269 - Train Accuracy:  0.333, Validation Accuracy:  0.393, Loss:  2.756
Epoch   0 Batch   70/269 - Train Accuracy:  0.371, Validation Accuracy:  0.398, Loss:  2.684
Epoch   0 Batch   71/269 - Train Accuracy:  0.331, Validation Accuracy:  0.390, Loss:  2.667
Epoch   0 Batch   72/269 - Train Accuracy:  0.386, Validation Accuracy:  0.389, Loss:  2.608
Epoch   0 Batch   73/269 - Train Accuracy:  0.374, Validation Accuracy:  0.405, Loss:  2.544
Epoch   0 Batch   74/269 - Train Accuracy:  0.344, Validation Accuracy:  0.400, Loss:  2.701
Epoch   0 Batch   75/269 - Train Accuracy:  0.341, Validation Accuracy:  0.373, Loss:  2.548
Epoch   0 Batch   76/269 - Train Accuracy:  0.359, Validation Accuracy:  0.389, Loss:  2.579
Epoch   0 Batch   77/269 - Train Accuracy:  0.365, Validation Accuracy:  0.386, Loss:  2.510
Epoch   0 Batch   78/269 - Train Accuracy:  0.358, Validation Accuracy:  0.388, Loss:  2.577
Epoch   0 Batch   79/269 - Train Accuracy:  0.345, Validation Accuracy:  0.377, Loss:  2.540
Epoch   0 Batch   80/269 - Train Accuracy:  0.351, Validation Accuracy:  0.371, Loss:  2.493
Epoch   0 Batch   81/269 - Train Accuracy:  0.362, Validation Accuracy:  0.386, Loss:  2.541
Epoch   0 Batch   82/269 - Train Accuracy:  0.363, Validation Accuracy:  0.387, Loss:  2.475
Epoch   0 Batch   83/269 - Train Accuracy:  0.368, Validation Accuracy:  0.385, Loss:  2.460
Epoch   0 Batch   84/269 - Train Accuracy:  0.339, Validation Accuracy:  0.380, Loss:  2.460
Epoch   0 Batch   85/269 - Train Accuracy:  0.335, Validation Accuracy:  0.378, Loss:  2.469
Epoch   0 Batch   86/269 - Train Accuracy:  0.336, Validation Accuracy:  0.378, Loss:  2.482
Epoch   0 Batch   87/269 - Train Accuracy:  0.329, Validation Accuracy:  0.388, Loss:  2.607
Epoch   0 Batch   88/269 - Train Accuracy:  0.357, Validation Accuracy:  0.387, Loss:  2.457
Epoch   0 Batch   89/269 - Train Accuracy:  0.359, Validation Accuracy:  0.384, Loss:  2.436
Epoch   0 Batch   90/269 - Train Accuracy:  0.309, Validation Accuracy:  0.377, Loss:  2.584
Epoch   0 Batch   91/269 - Train Accuracy:  0.345, Validation Accuracy:  0.381, Loss:  2.465
Epoch   0 Batch   92/269 - Train Accuracy:  0.361, Validation Accuracy:  0.387, Loss:  2.426
Epoch   0 Batch   93/269 - Train Accuracy:  0.386, Validation Accuracy:  0.385, Loss:  2.335
Epoch   0 Batch   94/269 - Train Accuracy:  0.356, Validation Accuracy:  0.385, Loss:  2.463
Epoch   0 Batch   95/269 - Train Accuracy:  0.360, Validation Accuracy:  0.387, Loss:  2.409
Epoch   0 Batch   96/269 - Train Accuracy:  0.359, Validation Accuracy:  0.387, Loss:  2.411
Epoch   0 Batch   97/269 - Train Accuracy:  0.355, Validation Accuracy:  0.387, Loss:  2.412
Epoch   0 Batch   98/269 - Train Accuracy:  0.370, Validation Accuracy:  0.388, Loss:  2.368
Epoch   0 Batch   99/269 - Train Accuracy:  0.333, Validation Accuracy:  0.390, Loss:  2.514
Epoch   0 Batch  100/269 - Train Accuracy:  0.373, Validation Accuracy:  0.390, Loss:  2.342
Epoch   0 Batch  101/269 - Train Accuracy:  0.317, Validation Accuracy:  0.377, Loss:  2.513
Epoch   0 Batch  102/269 - Train Accuracy:  0.341, Validation Accuracy:  0.372, Loss:  2.376
Epoch   0 Batch  103/269 - Train Accuracy:  0.354, Validation Accuracy:  0.383, Loss:  2.398
Epoch   0 Batch  104/269 - Train Accuracy:  0.338, Validation Accuracy:  0.367, Loss:  2.360
Epoch   0 Batch  105/269 - Train Accuracy:  0.330, Validation Accuracy:  0.358, Loss:  2.339
Epoch   0 Batch  106/269 - Train Accuracy:  0.348, Validation Accuracy:  0.377, Loss:  2.349
Epoch   0 Batch  107/269 - Train Accuracy:  0.306, Validation Accuracy:  0.370, Loss:  2.452
Epoch   0 Batch  108/269 - Train Accuracy:  0.331, Validation Accuracy:  0.363, Loss:  2.297
Epoch   0 Batch  109/269 - Train Accuracy:  0.324, Validation Accuracy:  0.370, Loss:  2.316
Epoch   0 Batch  110/269 - Train Accuracy:  0.345, Validation Accuracy:  0.372, Loss:  2.268
Epoch   0 Batch  111/269 - Train Accuracy:  0.312, Validation Accuracy:  0.372, Loss:  2.376
Epoch   0 Batch  112/269 - Train Accuracy:  0.314, Validation Accuracy:  0.341, Loss:  2.205
Epoch   0 Batch  113/269 - Train Accuracy:  0.374, Validation Accuracy:  0.376, Loss:  2.138
Epoch   0 Batch  114/269 - Train Accuracy:  0.328, Validation Accuracy:  0.362, Loss:  2.218
Epoch   0 Batch  115/269 - Train Accuracy:  0.330, Validation Accuracy:  0.385, Loss:  2.244
Epoch   0 Batch  116/269 - Train Accuracy:  0.311, Validation Accuracy:  0.344, Loss:  2.237
Epoch   0 Batch  117/269 - Train Accuracy:  0.325, Validation Accuracy:  0.352, Loss:  2.162
Epoch   0 Batch  118/269 - Train Accuracy:  0.359, Validation Accuracy:  0.380, Loss:  2.084
Epoch   0 Batch  119/269 - Train Accuracy:  0.303, Validation Accuracy:  0.374, Loss:  2.309
Epoch   0 Batch  120/269 - Train Accuracy:  0.292, Validation Accuracy:  0.342, Loss:  2.178
Epoch   0 Batch  121/269 - Train Accuracy:  0.324, Validation Accuracy:  0.354, Loss:  2.128
Epoch   0 Batch  122/269 - Train Accuracy:  0.327, Validation Accuracy:  0.366, Loss:  2.062
Epoch   0 Batch  123/269 - Train Accuracy:  0.312, Validation Accuracy:  0.376, Loss:  2.194
Epoch   0 Batch  124/269 - Train Accuracy:  0.302, Validation Accuracy:  0.332, Loss:  1.990
Epoch   0 Batch  125/269 - Train Accuracy:  0.335, Validation Accuracy:  0.361, Loss:  1.990
Epoch   0 Batch  126/269 - Train Accuracy:  0.325, Validation Accuracy:  0.352, Loss:  1.967
Epoch   0 Batch  127/269 - Train Accuracy:  0.292, Validation Accuracy:  0.364, Loss:  2.055
Epoch   0 Batch  128/269 - Train Accuracy:  0.337, Validation Accuracy:  0.362, Loss:  1.953
Epoch   0 Batch  129/269 - Train Accuracy:  0.335, Validation Accuracy:  0.363, Loss:  1.972
Epoch   0 Batch  130/269 - Train Accuracy:  0.289, Validation Accuracy:  0.362, Loss:  2.069
Epoch   0 Batch  131/269 - Train Accuracy:  0.294, Validation Accuracy:  0.363, Loss:  1.992
Epoch   0 Batch  132/269 - Train Accuracy:  0.331, Validation Accuracy:  0.361, Loss:  1.909
Epoch   0 Batch  133/269 - Train Accuracy:  0.340, Validation Accuracy:  0.374, Loss:  1.861
Epoch   0 Batch  134/269 - Train Accuracy:  0.307, Validation Accuracy:  0.372, Loss:  1.941
Epoch   0 Batch  135/269 - Train Accuracy:  0.311, Validation Accuracy:  0.372, Loss:  1.945
Epoch   0 Batch  136/269 - Train Accuracy:  0.288, Validation Accuracy:  0.360, Loss:  1.900
Epoch   0 Batch  137/269 - Train Accuracy:  0.300, Validation Accuracy:  0.360, Loss:  1.869
Epoch   0 Batch  138/269 - Train Accuracy:  0.292, Validation Accuracy:  0.360, Loss:  1.801
Epoch   0 Batch  139/269 - Train Accuracy:  0.329, Validation Accuracy:  0.359, Loss:  1.710
Epoch   0 Batch  140/269 - Train Accuracy:  0.328, Validation Accuracy:  0.359, Loss:  1.699
Epoch   0 Batch  141/269 - Train Accuracy:  0.296, Validation Accuracy:  0.357, Loss:  1.721
Epoch   0 Batch  142/269 - Train Accuracy:  0.318, Validation Accuracy:  0.353, Loss:  1.654
Epoch   0 Batch  143/269 - Train Accuracy:  0.340, Validation Accuracy:  0.363, Loss:  1.621
Epoch   0 Batch  144/269 - Train Accuracy:  0.326, Validation Accuracy:  0.363, Loss:  1.602
Epoch   0 Batch  145/269 - Train Accuracy:  0.328, Validation Accuracy:  0.358, Loss:  1.596
Epoch   0 Batch  146/269 - Train Accuracy:  0.319, Validation Accuracy:  0.358, Loss:  1.566
Epoch   0 Batch  147/269 - Train Accuracy:  0.359, Validation Accuracy:  0.356, Loss:  1.493
Epoch   0 Batch  148/269 - Train Accuracy:  0.318, Validation Accuracy:  0.359, Loss:  1.584
Epoch   0 Batch  149/269 - Train Accuracy:  0.307, Validation Accuracy:  0.340, Loss:  1.522
Epoch   0 Batch  150/269 - Train Accuracy:  0.303, Validation Accuracy:  0.342, Loss:  1.517
Epoch   0 Batch  151/269 - Train Accuracy:  0.352, Validation Accuracy:  0.353, Loss:  1.422
Epoch   0 Batch  152/269 - Train Accuracy:  0.319, Validation Accuracy:  0.352, Loss:  1.459
Epoch   0 Batch  153/269 - Train Accuracy:  0.329, Validation Accuracy:  0.352, Loss:  1.418
Epoch   0 Batch  154/269 - Train Accuracy:  0.286, Validation Accuracy:  0.353, Loss:  1.474
Epoch   0 Batch  155/269 - Train Accuracy:  0.356, Validation Accuracy:  0.353, Loss:  1.325
Epoch   0 Batch  156/269 - Train Accuracy:  0.290, Validation Accuracy:  0.353, Loss:  1.447
Epoch   0 Batch  157/269 - Train Accuracy:  0.326, Validation Accuracy:  0.351, Loss:  1.361
Epoch   0 Batch  158/269 - Train Accuracy:  0.331, Validation Accuracy:  0.351, Loss:  1.329
Epoch   0 Batch  159/269 - Train Accuracy:  0.290, Validation Accuracy:  0.332, Loss:  1.374
Epoch   0 Batch  160/269 - Train Accuracy:  0.295, Validation Accuracy:  0.334, Loss:  1.333
Epoch   0 Batch  161/269 - Train Accuracy:  0.294, Validation Accuracy:  0.329, Loss:  1.327
Epoch   0 Batch  162/269 - Train Accuracy:  0.299, Validation Accuracy:  0.334, Loss:  1.292
Epoch   0 Batch  163/269 - Train Accuracy:  0.300, Validation Accuracy:  0.332, Loss:  1.290
Epoch   0 Batch  164/269 - Train Accuracy:  0.292, Validation Accuracy:  0.332, Loss:  1.277
Epoch   0 Batch  165/269 - Train Accuracy:  0.282, Validation Accuracy:  0.353, Loss:  1.318
Epoch   0 Batch  166/269 - Train Accuracy:  0.347, Validation Accuracy:  0.354, Loss:  1.194
Epoch   0 Batch  167/269 - Train Accuracy:  0.326, Validation Accuracy:  0.355, Loss:  1.237
Epoch   0 Batch  168/269 - Train Accuracy:  0.323, Validation Accuracy:  0.354, Loss:  1.265
Epoch   0 Batch  169/269 - Train Accuracy:  0.314, Validation Accuracy:  0.351, Loss:  1.224
Epoch   0 Batch  170/269 - Train Accuracy:  0.318, Validation Accuracy:  0.351, Loss:  1.208
Epoch   0 Batch  171/269 - Train Accuracy:  0.274, Validation Accuracy:  0.344, Loss:  1.258
Epoch   0 Batch  172/269 - Train Accuracy:  0.309, Validation Accuracy:  0.340, Loss:  1.214
Epoch   0 Batch  173/269 - Train Accuracy:  0.314, Validation Accuracy:  0.348, Loss:  1.188
Epoch   0 Batch  174/269 - Train Accuracy:  0.290, Validation Accuracy:  0.327, Loss:  1.190
Epoch   0 Batch  175/269 - Train Accuracy:  0.299, Validation Accuracy:  0.335, Loss:  1.189
Epoch   0 Batch  176/269 - Train Accuracy:  0.266, Validation Accuracy:  0.336, Loss:  1.224
Epoch   0 Batch  177/269 - Train Accuracy:  0.334, Validation Accuracy:  0.338, Loss:  1.115
Epoch   0 Batch  178/269 - Train Accuracy:  0.263, Validation Accuracy:  0.332, Loss:  1.186
Epoch   0 Batch  179/269 - Train Accuracy:  0.322, Validation Accuracy:  0.351, Loss:  1.134
Epoch   0 Batch  180/269 - Train Accuracy:  0.314, Validation Accuracy:  0.354, Loss:  1.126
Epoch   0 Batch  181/269 - Train Accuracy:  0.347, Validation Accuracy:  0.376, Loss:  1.145
Epoch   0 Batch  182/269 - Train Accuracy:  0.358, Validation Accuracy:  0.382, Loss:  1.142
Epoch   0 Batch  183/269 - Train Accuracy:  0.466, Validation Accuracy:  0.426, Loss:  0.966
Epoch   0 Batch  184/269 - Train Accuracy:  0.344, Validation Accuracy:  0.402, Loss:  1.160
Epoch   0 Batch  185/269 - Train Accuracy:  0.392, Validation Accuracy:  0.415, Loss:  1.109
Epoch   0 Batch  186/269 - Train Accuracy:  0.357, Validation Accuracy:  0.417, Loss:  1.142
Epoch   0 Batch  187/269 - Train Accuracy:  0.368, Validation Accuracy:  0.397, Loss:  1.080
Epoch   0 Batch  188/269 - Train Accuracy:  0.382, Validation Accuracy:  0.403, Loss:  1.073
Epoch   0 Batch  189/269 - Train Accuracy:  0.391, Validation Accuracy:  0.418, Loss:  1.071
Epoch   0 Batch  190/269 - Train Accuracy:  0.424, Validation Accuracy:  0.449, Loss:  1.079
Epoch   0 Batch  191/269 - Train Accuracy:  0.421, Validation Accuracy:  0.444, Loss:  1.075
Epoch   0 Batch  192/269 - Train Accuracy:  0.413, Validation Accuracy:  0.448, Loss:  1.092
Epoch   0 Batch  193/269 - Train Accuracy:  0.403, Validation Accuracy:  0.439, Loss:  1.067
Epoch   0 Batch  194/269 - Train Accuracy:  0.404, Validation Accuracy:  0.430, Loss:  1.055
Epoch   0 Batch  195/269 - Train Accuracy:  0.402, Validation Accuracy:  0.437, Loss:  1.068
Epoch   0 Batch  196/269 - Train Accuracy:  0.363, Validation Accuracy:  0.402, Loss:  1.058
Epoch   0 Batch  197/269 - Train Accuracy:  0.341, Validation Accuracy:  0.400, Loss:  1.101
Epoch   0 Batch  198/269 - Train Accuracy:  0.328, Validation Accuracy:  0.404, Loss:  1.107
Epoch   0 Batch  199/269 - Train Accuracy:  0.407, Validation Accuracy:  0.451, Loss:  1.050
Epoch   0 Batch  200/269 - Train Accuracy:  0.389, Validation Accuracy:  0.439, Loss:  1.077
Epoch   0 Batch  201/269 - Train Accuracy:  0.387, Validation Accuracy:  0.427, Loss:  1.031
Epoch   0 Batch  202/269 - Train Accuracy:  0.358, Validation Accuracy:  0.410, Loss:  1.022
Epoch   0 Batch  203/269 - Train Accuracy:  0.390, Validation Accuracy:  0.442, Loss:  1.076
Epoch   0 Batch  204/269 - Train Accuracy:  0.379, Validation Accuracy:  0.442, Loss:  1.053
Epoch   0 Batch  205/269 - Train Accuracy:  0.396, Validation Accuracy:  0.437, Loss:  0.991
Epoch   0 Batch  206/269 - Train Accuracy:  0.385, Validation Accuracy:  0.448, Loss:  1.041
Epoch   0 Batch  207/269 - Train Accuracy:  0.436, Validation Accuracy:  0.432, Loss:  0.966
Epoch   0 Batch  208/269 - Train Accuracy:  0.369, Validation Accuracy:  0.435, Loss:  1.053
Epoch   0 Batch  209/269 - Train Accuracy:  0.385, Validation Accuracy:  0.435, Loss:  0.991
Epoch   0 Batch  210/269 - Train Accuracy:  0.404, Validation Accuracy:  0.436, Loss:  0.962
Epoch   0 Batch  211/269 - Train Accuracy:  0.430, Validation Accuracy:  0.445, Loss:  0.978
Epoch   0 Batch  212/269 - Train Accuracy:  0.434, Validation Accuracy:  0.455, Loss:  0.953
Epoch   0 Batch  213/269 - Train Accuracy:  0.429, Validation Accuracy:  0.449, Loss:  0.955
Epoch   0 Batch  214/269 - Train Accuracy:  0.429, Validation Accuracy:  0.450, Loss:  0.948
Epoch   0 Batch  215/269 - Train Accuracy:  0.454, Validation Accuracy:  0.451, Loss:  0.895
Epoch   0 Batch  216/269 - Train Accuracy:  0.386, Validation Accuracy:  0.447, Loss:  1.006
Epoch   0 Batch  217/269 - Train Accuracy:  0.372, Validation Accuracy:  0.435, Loss:  0.997
Epoch   0 Batch  218/269 - Train Accuracy:  0.316, Validation Accuracy:  0.380, Loss:  1.029
Epoch   0 Batch  219/269 - Train Accuracy:  0.319, Validation Accuracy:  0.371, Loss:  1.798
Epoch   0 Batch  220/269 - Train Accuracy:  0.339, Validation Accuracy:  0.347, Loss:  3.564
Epoch   0 Batch  221/269 - Train Accuracy:  0.321, Validation Accuracy:  0.359, Loss:  2.001
Epoch   0 Batch  222/269 - Train Accuracy:  0.286, Validation Accuracy:  0.319, Loss:  1.500
Epoch   0 Batch  223/269 - Train Accuracy:  0.373, Validation Accuracy:  0.394, Loss:  1.762
Epoch   0 Batch  224/269 - Train Accuracy:  0.387, Validation Accuracy:  0.415, Loss:  1.511
Epoch   0 Batch  225/269 - Train Accuracy:  0.386, Validation Accuracy:  0.429, Loss:  1.468
Epoch   0 Batch  226/269 - Train Accuracy:  0.370, Validation Accuracy:  0.398, Loss:  1.319
Epoch   0 Batch  227/269 - Train Accuracy:  0.461, Validation Accuracy:  0.414, Loss:  1.192
Epoch   0 Batch  228/269 - Train Accuracy:  0.395, Validation Accuracy:  0.426, Loss:  1.341
Epoch   0 Batch  229/269 - Train Accuracy:  0.420, Validation Accuracy:  0.431, Loss:  1.246
Epoch   0 Batch  230/269 - Train Accuracy:  0.413, Validation Accuracy:  0.439, Loss:  1.228
Epoch   0 Batch  231/269 - Train Accuracy:  0.305, Validation Accuracy:  0.379, Loss:  1.264
Epoch   0 Batch  232/269 - Train Accuracy:  0.271, Validation Accuracy:  0.351, Loss:  1.237
Epoch   0 Batch  233/269 - Train Accuracy:  0.357, Validation Accuracy:  0.387, Loss:  1.155
Epoch   0 Batch  234/269 - Train Accuracy:  0.386, Validation Accuracy:  0.412, Loss:  1.144
Epoch   0 Batch  235/269 - Train Accuracy:  0.400, Validation Accuracy:  0.427, Loss:  1.117
Epoch   0 Batch  236/269 - Train Accuracy:  0.401, Validation Accuracy:  0.436, Loss:  1.101
Epoch   0 Batch  237/269 - Train Accuracy:  0.374, Validation Accuracy:  0.398, Loss:  1.092
Epoch   0 Batch  238/269 - Train Accuracy:  0.379, Validation Accuracy:  0.392, Loss:  1.074
Epoch   0 Batch  239/269 - Train Accuracy:  0.391, Validation Accuracy:  0.415, Loss:  1.067
Epoch   0 Batch  240/269 - Train Accuracy:  0.447, Validation Accuracy:  0.426, Loss:  0.977
Epoch   0 Batch  241/269 - Train Accuracy:  0.423, Validation Accuracy:  0.439, Loss:  1.059
Epoch   0 Batch  242/269 - Train Accuracy:  0.423, Validation Accuracy:  0.452, Loss:  1.041
Epoch   0 Batch  243/269 - Train Accuracy:  0.447, Validation Accuracy:  0.457, Loss:  1.012
Epoch   0 Batch  244/269 - Train Accuracy:  0.423, Validation Accuracy:  0.440, Loss:  1.019
Epoch   0 Batch  245/269 - Train Accuracy:  0.394, Validation Accuracy:  0.437, Loss:  1.057
Epoch   0 Batch  246/269 - Train Accuracy:  0.418, Validation Accuracy:  0.453, Loss:  1.002
Epoch   0 Batch  247/269 - Train Accuracy:  0.412, Validation Accuracy:  0.452, Loss:  1.016
Epoch   0 Batch  248/269 - Train Accuracy:  0.418, Validation Accuracy:  0.451, Loss:  0.976
Epoch   0 Batch  249/269 - Train Accuracy:  0.457, Validation Accuracy:  0.452, Loss:  0.930
Epoch   0 Batch  250/269 - Train Accuracy:  0.408, Validation Accuracy:  0.460, Loss:  0.998
Epoch   0 Batch  251/269 - Train Accuracy:  0.436, Validation Accuracy:  0.443, Loss:  0.948
Epoch   0 Batch  252/269 - Train Accuracy:  0.427, Validation Accuracy:  0.437, Loss:  0.959
Epoch   0 Batch  253/269 - Train Accuracy:  0.425, Validation Accuracy:  0.430, Loss:  0.960
Epoch   0 Batch  254/269 - Train Accuracy:  0.427, Validation Accuracy:  0.433, Loss:  0.945
Epoch   0 Batch  255/269 - Train Accuracy:  0.454, Validation Accuracy:  0.444, Loss:  0.901
Epoch   0 Batch  256/269 - Train Accuracy:  0.425, Validation Accuracy:  0.457, Loss:  0.942
Epoch   0 Batch  257/269 - Train Accuracy:  0.417, Validation Accuracy:  0.456, Loss:  0.946
Epoch   0 Batch  258/269 - Train Accuracy:  0.409, Validation Accuracy:  0.451, Loss:  0.931
Epoch   0 Batch  259/269 - Train Accuracy:  0.435, Validation Accuracy:  0.452, Loss:  0.924
Epoch   0 Batch  260/269 - Train Accuracy:  0.409, Validation Accuracy:  0.454, Loss:  0.965
Epoch   0 Batch  261/269 - Train Accuracy:  0.394, Validation Accuracy:  0.459, Loss:  0.966
Epoch   0 Batch  262/269 - Train Accuracy:  0.441, Validation Accuracy:  0.457, Loss:  0.912
Epoch   0 Batch  263/269 - Train Accuracy:  0.413, Validation Accuracy:  0.454, Loss:  0.943
Epoch   0 Batch  264/269 - Train Accuracy:  0.395, Validation Accuracy:  0.455, Loss:  0.959
Epoch   0 Batch  265/269 - Train Accuracy:  0.410, Validation Accuracy:  0.456, Loss:  0.936
Epoch   0 Batch  266/269 - Train Accuracy:  0.438, Validation Accuracy:  0.447, Loss:  0.880
Epoch   0 Batch  267/269 - Train Accuracy:  0.423, Validation Accuracy:  0.441, Loss:  0.901
Epoch   1 Batch    0/269 - Train Accuracy:  0.405, Validation Accuracy:  0.439, Loss:  0.936
Epoch   1 Batch    1/269 - Train Accuracy:  0.393, Validation Accuracy:  0.437, Loss:  0.904
Epoch   1 Batch    2/269 - Train Accuracy:  0.409, Validation Accuracy:  0.434, Loss:  0.885
Epoch   1 Batch    3/269 - Train Accuracy:  0.404, Validation Accuracy:  0.438, Loss:  0.902
Epoch   1 Batch    4/269 - Train Accuracy:  0.402, Validation Accuracy:  0.441, Loss:  0.917
Epoch   1 Batch    5/269 - Train Accuracy:  0.379, Validation Accuracy:  0.438, Loss:  0.908
Epoch   1 Batch    6/269 - Train Accuracy:  0.439, Validation Accuracy:  0.440, Loss:  0.842
Epoch   1 Batch    7/269 - Train Accuracy:  0.430, Validation Accuracy:  0.446, Loss:  0.853
Epoch   1 Batch    8/269 - Train Accuracy:  0.415, Validation Accuracy:  0.449, Loss:  0.906
Epoch   1 Batch    9/269 - Train Accuracy:  0.433, Validation Accuracy:  0.454, Loss:  0.877
Epoch   1 Batch   10/269 - Train Accuracy:  0.440, Validation Accuracy:  0.463, Loss:  0.871
Epoch   1 Batch   11/269 - Train Accuracy:  0.424, Validation Accuracy:  0.453, Loss:  0.873
Epoch   1 Batch   12/269 - Train Accuracy:  0.402, Validation Accuracy:  0.457, Loss:  0.889
Epoch   1 Batch   13/269 - Train Accuracy:  0.471, Validation Accuracy:  0.458, Loss:  0.791
Epoch   1 Batch   14/269 - Train Accuracy:  0.449, Validation Accuracy:  0.448, Loss:  0.851
Epoch   1 Batch   15/269 - Train Accuracy:  0.422, Validation Accuracy:  0.439, Loss:  0.829
Epoch   1 Batch   16/269 - Train Accuracy:  0.429, Validation Accuracy:  0.439, Loss:  0.835
Epoch   1 Batch   17/269 - Train Accuracy:  0.427, Validation Accuracy:  0.438, Loss:  0.825
Epoch   1 Batch   18/269 - Train Accuracy:  0.403, Validation Accuracy:  0.439, Loss:  0.862
Epoch   1 Batch   19/269 - Train Accuracy:  0.465, Validation Accuracy:  0.440, Loss:  0.781
Epoch   1 Batch   20/269 - Train Accuracy:  0.413, Validation Accuracy:  0.442, Loss:  0.860
Epoch   1 Batch   21/269 - Train Accuracy:  0.400, Validation Accuracy:  0.444, Loss:  0.880
Epoch   1 Batch   22/269 - Train Accuracy:  0.454, Validation Accuracy:  0.462, Loss:  0.808
Epoch   1 Batch   23/269 - Train Accuracy:  0.451, Validation Accuracy:  0.464, Loss:  0.824
Epoch   1 Batch   24/269 - Train Accuracy:  0.438, Validation Accuracy:  0.464, Loss:  0.860
Epoch   1 Batch   25/269 - Train Accuracy:  0.428, Validation Accuracy:  0.461, Loss:  0.874
Epoch   1 Batch   26/269 - Train Accuracy:  0.484, Validation Accuracy:  0.461, Loss:  0.771
Epoch   1 Batch   27/269 - Train Accuracy:  0.434, Validation Accuracy:  0.456, Loss:  0.807
Epoch   1 Batch   28/269 - Train Accuracy:  0.408, Validation Accuracy:  0.449, Loss:  0.872
Epoch   1 Batch   29/269 - Train Accuracy:  0.428, Validation Accuracy:  0.446, Loss:  0.836
Epoch   1 Batch   30/269 - Train Accuracy:  0.445, Validation Accuracy:  0.454, Loss:  0.799
Epoch   1 Batch   31/269 - Train Accuracy:  0.463, Validation Accuracy:  0.460, Loss:  0.788
Epoch   1 Batch   32/269 - Train Accuracy:  0.438, Validation Accuracy:  0.463, Loss:  0.802
Epoch   1 Batch   33/269 - Train Accuracy:  0.455, Validation Accuracy:  0.464, Loss:  0.788
Epoch   1 Batch   34/269 - Train Accuracy:  0.459, Validation Accuracy:  0.467, Loss:  0.798
Epoch   1 Batch   35/269 - Train Accuracy:  0.467, Validation Accuracy:  0.470, Loss:  0.809
Epoch   1 Batch   36/269 - Train Accuracy:  0.454, Validation Accuracy:  0.467, Loss:  0.806
Epoch   1 Batch   37/269 - Train Accuracy:  0.453, Validation Accuracy:  0.464, Loss:  0.793
Epoch   1 Batch   38/269 - Train Accuracy:  0.424, Validation Accuracy:  0.457, Loss:  0.796
Epoch   1 Batch   39/269 - Train Accuracy:  0.455, Validation Accuracy:  0.458, Loss:  0.792
Epoch   1 Batch   40/269 - Train Accuracy:  0.437, Validation Accuracy:  0.455, Loss:  0.830
Epoch   1 Batch   41/269 - Train Accuracy:  0.447, Validation Accuracy:  0.445, Loss:  0.806
Epoch   1 Batch   42/269 - Train Accuracy:  0.476, Validation Accuracy:  0.451, Loss:  0.752
Epoch   1 Batch   43/269 - Train Accuracy:  0.422, Validation Accuracy:  0.458, Loss:  0.822
Epoch   1 Batch   44/269 - Train Accuracy:  0.472, Validation Accuracy:  0.461, Loss:  0.794
Epoch   1 Batch   45/269 - Train Accuracy:  0.420, Validation Accuracy:  0.453, Loss:  0.814
Epoch   1 Batch   46/269 - Train Accuracy:  0.428, Validation Accuracy:  0.453, Loss:  0.803
Epoch   1 Batch   47/269 - Train Accuracy:  0.499, Validation Accuracy:  0.466, Loss:  0.731
Epoch   1 Batch   48/269 - Train Accuracy:  0.452, Validation Accuracy:  0.471, Loss:  0.766
Epoch   1 Batch   49/269 - Train Accuracy:  0.427, Validation Accuracy:  0.471, Loss:  0.803
Epoch   1 Batch   50/269 - Train Accuracy:  0.428, Validation Accuracy:  0.470, Loss:  0.815
Epoch   1 Batch   51/269 - Train Accuracy:  0.460, Validation Accuracy:  0.477, Loss:  0.778
Epoch   1 Batch   52/269 - Train Accuracy:  0.450, Validation Accuracy:  0.462, Loss:  0.753
Epoch   1 Batch   53/269 - Train Accuracy:  0.427, Validation Accuracy:  0.462, Loss:  0.813
Epoch   1 Batch   54/269 - Train Accuracy:  0.434, Validation Accuracy:  0.468, Loss:  0.789
Epoch   1 Batch   55/269 - Train Accuracy:  0.444, Validation Accuracy:  0.462, Loss:  0.768
Epoch   1 Batch   56/269 - Train Accuracy:  0.469, Validation Accuracy:  0.475, Loss:  0.773
Epoch   1 Batch   57/269 - Train Accuracy:  0.482, Validation Accuracy:  0.483, Loss:  0.782
Epoch   1 Batch   58/269 - Train Accuracy:  0.474, Validation Accuracy:  0.484, Loss:  0.753
Epoch   1 Batch   59/269 - Train Accuracy:  0.476, Validation Accuracy:  0.486, Loss:  0.739
Epoch   1 Batch   60/269 - Train Accuracy:  0.488, Validation Accuracy:  0.486, Loss:  0.732
Epoch   1 Batch   61/269 - Train Accuracy:  0.499, Validation Accuracy:  0.487, Loss:  0.715
Epoch   1 Batch   62/269 - Train Accuracy:  0.509, Validation Accuracy:  0.485, Loss:  0.734
Epoch   1 Batch   63/269 - Train Accuracy:  0.467, Validation Accuracy:  0.483, Loss:  0.770
Epoch   1 Batch   64/269 - Train Accuracy:  0.467, Validation Accuracy:  0.487, Loss:  0.745
Epoch   1 Batch   65/269 - Train Accuracy:  0.472, Validation Accuracy:  0.481, Loss:  0.748
Epoch   1 Batch   66/269 - Train Accuracy:  0.490, Validation Accuracy:  0.480, Loss:  0.725
Epoch   1 Batch   67/269 - Train Accuracy:  0.464, Validation Accuracy:  0.476, Loss:  0.761
Epoch   1 Batch   68/269 - Train Accuracy:  0.461, Validation Accuracy:  0.469, Loss:  0.758
Epoch   1 Batch   69/269 - Train Accuracy:  0.427, Validation Accuracy:  0.474, Loss:  0.821
Epoch   1 Batch   70/269 - Train Accuracy:  0.456, Validation Accuracy:  0.470, Loss:  0.753
Epoch   1 Batch   71/269 - Train Accuracy:  0.448, Validation Accuracy:  0.476, Loss:  0.791
Epoch   1 Batch   72/269 - Train Accuracy:  0.474, Validation Accuracy:  0.486, Loss:  0.744
Epoch   1 Batch   73/269 - Train Accuracy:  0.484, Validation Accuracy:  0.491, Loss:  0.758
Epoch   1 Batch   74/269 - Train Accuracy:  0.479, Validation Accuracy:  0.489, Loss:  0.762
Epoch   1 Batch   75/269 - Train Accuracy:  0.458, Validation Accuracy:  0.492, Loss:  0.738
Epoch   1 Batch   76/269 - Train Accuracy:  0.462, Validation Accuracy:  0.489, Loss:  0.761
Epoch   1 Batch   77/269 - Train Accuracy:  0.490, Validation Accuracy:  0.489, Loss:  0.737
Epoch   1 Batch   78/269 - Train Accuracy:  0.468, Validation Accuracy:  0.481, Loss:  0.736
Epoch   1 Batch   79/269 - Train Accuracy:  0.483, Validation Accuracy:  0.482, Loss:  0.729
Epoch   1 Batch   80/269 - Train Accuracy:  0.495, Validation Accuracy:  0.483, Loss:  0.734
Epoch   1 Batch   81/269 - Train Accuracy:  0.478, Validation Accuracy:  0.485, Loss:  0.753
Epoch   1 Batch   82/269 - Train Accuracy:  0.478, Validation Accuracy:  0.479, Loss:  0.718
Epoch   1 Batch   83/269 - Train Accuracy:  0.486, Validation Accuracy:  0.479, Loss:  0.757
Epoch   1 Batch   84/269 - Train Accuracy:  0.475, Validation Accuracy:  0.481, Loss:  0.727
Epoch   1 Batch   85/269 - Train Accuracy:  0.487, Validation Accuracy:  0.488, Loss:  0.740
Epoch   1 Batch   86/269 - Train Accuracy:  0.474, Validation Accuracy:  0.490, Loss:  0.736
Epoch   1 Batch   87/269 - Train Accuracy:  0.440, Validation Accuracy:  0.476, Loss:  0.775
Epoch   1 Batch   88/269 - Train Accuracy:  0.467, Validation Accuracy:  0.471, Loss:  0.733
Epoch   1 Batch   89/269 - Train Accuracy:  0.496, Validation Accuracy:  0.481, Loss:  0.734
Epoch   1 Batch   90/269 - Train Accuracy:  0.425, Validation Accuracy:  0.467, Loss:  0.771
Epoch   1 Batch   91/269 - Train Accuracy:  0.465, Validation Accuracy:  0.476, Loss:  0.715
Epoch   1 Batch   92/269 - Train Accuracy:  0.465, Validation Accuracy:  0.475, Loss:  0.729
Epoch   1 Batch   93/269 - Train Accuracy:  0.483, Validation Accuracy:  0.477, Loss:  0.694
Epoch   1 Batch   94/269 - Train Accuracy:  0.465, Validation Accuracy:  0.481, Loss:  0.739
Epoch   1 Batch   95/269 - Train Accuracy:  0.486, Validation Accuracy:  0.489, Loss:  0.724
Epoch   1 Batch   96/269 - Train Accuracy:  0.485, Validation Accuracy:  0.494, Loss:  0.727
Epoch   1 Batch   97/269 - Train Accuracy:  0.485, Validation Accuracy:  0.490, Loss:  0.725
Epoch   1 Batch   98/269 - Train Accuracy:  0.489, Validation Accuracy:  0.493, Loss:  0.726
Epoch   1 Batch   99/269 - Train Accuracy:  0.462, Validation Accuracy:  0.499, Loss:  0.741
Epoch   1 Batch  100/269 - Train Accuracy:  0.504, Validation Accuracy:  0.502, Loss:  0.715
Epoch   1 Batch  101/269 - Train Accuracy:  0.454, Validation Accuracy:  0.493, Loss:  0.770
Epoch   1 Batch  102/269 - Train Accuracy:  0.484, Validation Accuracy:  0.481, Loss:  0.727
Epoch   1 Batch  103/269 - Train Accuracy:  0.463, Validation Accuracy:  0.483, Loss:  0.709
Epoch   1 Batch  104/269 - Train Accuracy:  0.488, Validation Accuracy:  0.497, Loss:  0.720
Epoch   1 Batch  105/269 - Train Accuracy:  0.489, Validation Accuracy:  0.498, Loss:  0.729
Epoch   1 Batch  106/269 - Train Accuracy:  0.480, Validation Accuracy:  0.486, Loss:  0.709
Epoch   1 Batch  107/269 - Train Accuracy:  0.451, Validation Accuracy:  0.487, Loss:  0.748
Epoch   1 Batch  108/269 - Train Accuracy:  0.488, Validation Accuracy:  0.487, Loss:  0.711
Epoch   1 Batch  109/269 - Train Accuracy:  0.481, Validation Accuracy:  0.498, Loss:  0.725
Epoch   1 Batch  110/269 - Train Accuracy:  0.493, Validation Accuracy:  0.494, Loss:  0.705
Epoch   1 Batch  111/269 - Train Accuracy:  0.444, Validation Accuracy:  0.492, Loss:  0.748
Epoch   1 Batch  112/269 - Train Accuracy:  0.506, Validation Accuracy:  0.501, Loss:  0.709
Epoch   1 Batch  113/269 - Train Accuracy:  0.499, Validation Accuracy:  0.498, Loss:  0.686
Epoch   1 Batch  114/269 - Train Accuracy:  0.478, Validation Accuracy:  0.494, Loss:  0.711
Epoch   1 Batch  115/269 - Train Accuracy:  0.480, Validation Accuracy:  0.504, Loss:  0.743
Epoch   1 Batch  116/269 - Train Accuracy:  0.492, Validation Accuracy:  0.492, Loss:  0.709
Epoch   1 Batch  117/269 - Train Accuracy:  0.464, Validation Accuracy:  0.497, Loss:  0.705
Epoch   1 Batch  118/269 - Train Accuracy:  0.508, Validation Accuracy:  0.509, Loss:  0.687
Epoch   1 Batch  119/269 - Train Accuracy:  0.469, Validation Accuracy:  0.509, Loss:  0.734
Epoch   1 Batch  120/269 - Train Accuracy:  0.490, Validation Accuracy:  0.514, Loss:  0.728
Epoch   1 Batch  121/269 - Train Accuracy:  0.495, Validation Accuracy:  0.508, Loss:  0.700
Epoch   1 Batch  122/269 - Train Accuracy:  0.482, Validation Accuracy:  0.492, Loss:  0.695
Epoch   1 Batch  123/269 - Train Accuracy:  0.454, Validation Accuracy:  0.492, Loss:  0.729
Epoch   1 Batch  124/269 - Train Accuracy:  0.479, Validation Accuracy:  0.493, Loss:  0.690
Epoch   1 Batch  125/269 - Train Accuracy:  0.492, Validation Accuracy:  0.497, Loss:  0.694
Epoch   1 Batch  126/269 - Train Accuracy:  0.508, Validation Accuracy:  0.503, Loss:  0.695
Epoch   1 Batch  127/269 - Train Accuracy:  0.497, Validation Accuracy:  0.514, Loss:  0.716
Epoch   1 Batch  128/269 - Train Accuracy:  0.522, Validation Accuracy:  0.518, Loss:  0.696
Epoch   1 Batch  129/269 - Train Accuracy:  0.500, Validation Accuracy:  0.512, Loss:  0.696
Epoch   1 Batch  130/269 - Train Accuracy:  0.475, Validation Accuracy:  0.505, Loss:  0.724
Epoch   1 Batch  131/269 - Train Accuracy:  0.480, Validation Accuracy:  0.511, Loss:  0.725
Epoch   1 Batch  132/269 - Train Accuracy:  0.506, Validation Accuracy:  0.509, Loss:  0.705
Epoch   1 Batch  133/269 - Train Accuracy:  0.503, Validation Accuracy:  0.514, Loss:  0.682
Epoch   1 Batch  134/269 - Train Accuracy:  0.480, Validation Accuracy:  0.505, Loss:  0.719
Epoch   1 Batch  135/269 - Train Accuracy:  0.480, Validation Accuracy:  0.500, Loss:  0.741
Epoch   1 Batch  136/269 - Train Accuracy:  0.481, Validation Accuracy:  0.507, Loss:  0.741
Epoch   1 Batch  137/269 - Train Accuracy:  0.495, Validation Accuracy:  0.507, Loss:  0.734
Epoch   1 Batch  138/269 - Train Accuracy:  0.489, Validation Accuracy:  0.516, Loss:  0.728
Epoch   1 Batch  139/269 - Train Accuracy:  0.530, Validation Accuracy:  0.511, Loss:  0.669
Epoch   1 Batch  140/269 - Train Accuracy:  0.513, Validation Accuracy:  0.505, Loss:  0.704
Epoch   1 Batch  141/269 - Train Accuracy:  0.484, Validation Accuracy:  0.502, Loss:  0.710
Epoch   1 Batch  142/269 - Train Accuracy:  0.508, Validation Accuracy:  0.504, Loss:  0.670
Epoch   1 Batch  143/269 - Train Accuracy:  0.497, Validation Accuracy:  0.517, Loss:  0.690
Epoch   1 Batch  144/269 - Train Accuracy:  0.522, Validation Accuracy:  0.529, Loss:  0.662
Epoch   1 Batch  145/269 - Train Accuracy:  0.524, Validation Accuracy:  0.527, Loss:  0.684
Epoch   1 Batch  146/269 - Train Accuracy:  0.518, Validation Accuracy:  0.511, Loss:  0.672
Epoch   1 Batch  147/269 - Train Accuracy:  0.518, Validation Accuracy:  0.511, Loss:  0.664
Epoch   1 Batch  148/269 - Train Accuracy:  0.512, Validation Accuracy:  0.531, Loss:  0.686
Epoch   1 Batch  149/269 - Train Accuracy:  0.530, Validation Accuracy:  0.541, Loss:  0.684
Epoch   1 Batch  150/269 - Train Accuracy:  0.528, Validation Accuracy:  0.539, Loss:  0.689
Epoch   1 Batch  151/269 - Train Accuracy:  0.547, Validation Accuracy:  0.530, Loss:  0.649
Epoch   1 Batch  152/269 - Train Accuracy:  0.500, Validation Accuracy:  0.504, Loss:  0.689
Epoch   1 Batch  153/269 - Train Accuracy:  0.512, Validation Accuracy:  0.519, Loss:  0.673
Epoch   1 Batch  154/269 - Train Accuracy:  0.508, Validation Accuracy:  0.535, Loss:  0.697
Epoch   1 Batch  155/269 - Train Accuracy:  0.539, Validation Accuracy:  0.533, Loss:  0.645
Epoch   1 Batch  156/269 - Train Accuracy:  0.511, Validation Accuracy:  0.528, Loss:  0.713
Epoch   1 Batch  157/269 - Train Accuracy:  0.521, Validation Accuracy:  0.539, Loss:  0.677
Epoch   1 Batch  158/269 - Train Accuracy:  0.530, Validation Accuracy:  0.539, Loss:  0.682
Epoch   1 Batch  159/269 - Train Accuracy:  0.529, Validation Accuracy:  0.543, Loss:  0.682
Epoch   1 Batch  160/269 - Train Accuracy:  0.536, Validation Accuracy:  0.542, Loss:  0.666
Epoch   1 Batch  161/269 - Train Accuracy:  0.525, Validation Accuracy:  0.545, Loss:  0.673
Epoch   1 Batch  162/269 - Train Accuracy:  0.533, Validation Accuracy:  0.540, Loss:  0.676
Epoch   1 Batch  163/269 - Train Accuracy:  0.531, Validation Accuracy:  0.538, Loss:  0.676
Epoch   1 Batch  164/269 - Train Accuracy:  0.524, Validation Accuracy:  0.529, Loss:  0.666
Epoch   1 Batch  165/269 - Train Accuracy:  0.493, Validation Accuracy:  0.534, Loss:  0.703
Epoch   1 Batch  166/269 - Train Accuracy:  0.543, Validation Accuracy:  0.536, Loss:  0.641
Epoch   1 Batch  167/269 - Train Accuracy:  0.519, Validation Accuracy:  0.536, Loss:  0.670
Epoch   1 Batch  168/269 - Train Accuracy:  0.532, Validation Accuracy:  0.543, Loss:  0.669
Epoch   1 Batch  169/269 - Train Accuracy:  0.534, Validation Accuracy:  0.548, Loss:  0.674
Epoch   1 Batch  170/269 - Train Accuracy:  0.547, Validation Accuracy:  0.544, Loss:  0.667
Epoch   1 Batch  171/269 - Train Accuracy:  0.510, Validation Accuracy:  0.543, Loss:  0.708
Epoch   1 Batch  172/269 - Train Accuracy:  0.519, Validation Accuracy:  0.542, Loss:  0.683
Epoch   1 Batch  173/269 - Train Accuracy:  0.527, Validation Accuracy:  0.547, Loss:  0.656
Epoch   1 Batch  174/269 - Train Accuracy:  0.517, Validation Accuracy:  0.546, Loss:  0.672
Epoch   1 Batch  175/269 - Train Accuracy:  0.544, Validation Accuracy:  0.546, Loss:  0.686
Epoch   1 Batch  176/269 - Train Accuracy:  0.519, Validation Accuracy:  0.549, Loss:  0.703
Epoch   1 Batch  177/269 - Train Accuracy:  0.547, Validation Accuracy:  0.548, Loss:  0.636
Epoch   1 Batch  178/269 - Train Accuracy:  0.532, Validation Accuracy:  0.549, Loss:  0.682
Epoch   1 Batch  179/269 - Train Accuracy:  0.542, Validation Accuracy:  0.543, Loss:  0.664
Epoch   1 Batch  180/269 - Train Accuracy:  0.544, Validation Accuracy:  0.549, Loss:  0.656
Epoch   1 Batch  181/269 - Train Accuracy:  0.520, Validation Accuracy:  0.549, Loss:  0.663
Epoch   1 Batch  182/269 - Train Accuracy:  0.543, Validation Accuracy:  0.545, Loss:  0.658
Epoch   1 Batch  183/269 - Train Accuracy:  0.604, Validation Accuracy:  0.545, Loss:  0.584
Epoch   1 Batch  184/269 - Train Accuracy:  0.512, Validation Accuracy:  0.540, Loss:  0.693
Epoch   1 Batch  185/269 - Train Accuracy:  0.531, Validation Accuracy:  0.543, Loss:  0.659
Epoch   1 Batch  186/269 - Train Accuracy:  0.508, Validation Accuracy:  0.544, Loss:  0.682
Epoch   1 Batch  187/269 - Train Accuracy:  0.530, Validation Accuracy:  0.546, Loss:  0.652
Epoch   1 Batch  188/269 - Train Accuracy:  0.550, Validation Accuracy:  0.549, Loss:  0.645
Epoch   1 Batch  189/269 - Train Accuracy:  0.546, Validation Accuracy:  0.552, Loss:  0.639
Epoch   1 Batch  190/269 - Train Accuracy:  0.536, Validation Accuracy:  0.551, Loss:  0.647
Epoch   1 Batch  191/269 - Train Accuracy:  0.558, Validation Accuracy:  0.563, Loss:  0.650
Epoch   1 Batch  192/269 - Train Accuracy:  0.541, Validation Accuracy:  0.555, Loss:  0.658
Epoch   1 Batch  193/269 - Train Accuracy:  0.548, Validation Accuracy:  0.551, Loss:  0.652
Epoch   1 Batch  194/269 - Train Accuracy:  0.547, Validation Accuracy:  0.552, Loss:  0.655
Epoch   1 Batch  195/269 - Train Accuracy:  0.551, Validation Accuracy:  0.554, Loss:  0.654
Epoch   1 Batch  196/269 - Train Accuracy:  0.537, Validation Accuracy:  0.562, Loss:  0.659
Epoch   1 Batch  197/269 - Train Accuracy:  0.523, Validation Accuracy:  0.559, Loss:  0.685
Epoch   1 Batch  198/269 - Train Accuracy:  0.538, Validation Accuracy:  0.565, Loss:  0.681
Epoch   1 Batch  199/269 - Train Accuracy:  0.539, Validation Accuracy:  0.561, Loss:  0.658
Epoch   1 Batch  200/269 - Train Accuracy:  0.543, Validation Accuracy:  0.561, Loss:  0.676
Epoch   1 Batch  201/269 - Train Accuracy:  0.565, Validation Accuracy:  0.570, Loss:  0.643
Epoch   1 Batch  202/269 - Train Accuracy:  0.553, Validation Accuracy:  0.566, Loss:  0.642
Epoch   1 Batch  203/269 - Train Accuracy:  0.527, Validation Accuracy:  0.563, Loss:  0.685
Epoch   1 Batch  204/269 - Train Accuracy:  0.532, Validation Accuracy:  0.561, Loss:  0.687
Epoch   1 Batch  205/269 - Train Accuracy:  0.553, Validation Accuracy:  0.557, Loss:  0.639
Epoch   1 Batch  206/269 - Train Accuracy:  0.538, Validation Accuracy:  0.546, Loss:  0.672
Epoch   1 Batch  207/269 - Train Accuracy:  0.552, Validation Accuracy:  0.554, Loss:  0.636
Epoch   1 Batch  208/269 - Train Accuracy:  0.525, Validation Accuracy:  0.554, Loss:  0.678
Epoch   1 Batch  209/269 - Train Accuracy:  0.562, Validation Accuracy:  0.560, Loss:  0.654
Epoch   1 Batch  210/269 - Train Accuracy:  0.565, Validation Accuracy:  0.566, Loss:  0.634
Epoch   1 Batch  211/269 - Train Accuracy:  0.543, Validation Accuracy:  0.563, Loss:  0.660
Epoch   1 Batch  212/269 - Train Accuracy:  0.558, Validation Accuracy:  0.564, Loss:  0.648
Epoch   1 Batch  213/269 - Train Accuracy:  0.551, Validation Accuracy:  0.565, Loss:  0.654
Epoch   1 Batch  214/269 - Train Accuracy:  0.555, Validation Accuracy:  0.566, Loss:  0.639
Epoch   1 Batch  215/269 - Train Accuracy:  0.580, Validation Accuracy:  0.564, Loss:  0.608
Epoch   1 Batch  216/269 - Train Accuracy:  0.529, Validation Accuracy:  0.566, Loss:  0.677
Epoch   1 Batch  217/269 - Train Accuracy:  0.524, Validation Accuracy:  0.561, Loss:  0.678
Epoch   1 Batch  218/269 - Train Accuracy:  0.544, Validation Accuracy:  0.564, Loss:  0.665
Epoch   1 Batch  219/269 - Train Accuracy:  0.538, Validation Accuracy:  0.562, Loss:  0.670
Epoch   1 Batch  220/269 - Train Accuracy:  0.572, Validation Accuracy:  0.564, Loss:  0.614
Epoch   1 Batch  221/269 - Train Accuracy:  0.575, Validation Accuracy:  0.560, Loss:  0.640
Epoch   1 Batch  222/269 - Train Accuracy:  0.567, Validation Accuracy:  0.556, Loss:  0.627
Epoch   1 Batch  223/269 - Train Accuracy:  0.540, Validation Accuracy:  0.562, Loss:  0.639
Epoch   1 Batch  224/269 - Train Accuracy:  0.552, Validation Accuracy:  0.560, Loss:  0.664
Epoch   1 Batch  225/269 - Train Accuracy:  0.547, Validation Accuracy:  0.551, Loss:  0.658
Epoch   1 Batch  226/269 - Train Accuracy:  0.526, Validation Accuracy:  0.551, Loss:  0.647
Epoch   1 Batch  227/269 - Train Accuracy:  0.613, Validation Accuracy:  0.555, Loss:  0.563
Epoch   1 Batch  228/269 - Train Accuracy:  0.551, Validation Accuracy:  0.558, Loss:  0.637
Epoch   1 Batch  229/269 - Train Accuracy:  0.569, Validation Accuracy:  0.563, Loss:  0.631
Epoch   1 Batch  230/269 - Train Accuracy:  0.553, Validation Accuracy:  0.566, Loss:  0.645
Epoch   1 Batch  231/269 - Train Accuracy:  0.521, Validation Accuracy:  0.567, Loss:  0.674
Epoch   1 Batch  232/269 - Train Accuracy:  0.530, Validation Accuracy:  0.570, Loss:  0.685
Epoch   1 Batch  233/269 - Train Accuracy:  0.562, Validation Accuracy:  0.569, Loss:  0.652
Epoch   1 Batch  234/269 - Train Accuracy:  0.557, Validation Accuracy:  0.567, Loss:  0.631
Epoch   1 Batch  235/269 - Train Accuracy:  0.571, Validation Accuracy:  0.567, Loss:  0.623
Epoch   1 Batch  236/269 - Train Accuracy:  0.556, Validation Accuracy:  0.566, Loss:  0.631
Epoch   1 Batch  237/269 - Train Accuracy:  0.537, Validation Accuracy:  0.559, Loss:  0.642
Epoch   1 Batch  238/269 - Train Accuracy:  0.568, Validation Accuracy:  0.558, Loss:  0.624
Epoch   1 Batch  239/269 - Train Accuracy:  0.557, Validation Accuracy:  0.552, Loss:  0.632
Epoch   1 Batch  240/269 - Train Accuracy:  0.603, Validation Accuracy:  0.554, Loss:  0.571
Epoch   1 Batch  241/269 - Train Accuracy:  0.543, Validation Accuracy:  0.549, Loss:  0.634
Epoch   1 Batch  242/269 - Train Accuracy:  0.556, Validation Accuracy:  0.563, Loss:  0.642
Epoch   1 Batch  243/269 - Train Accuracy:  0.569, Validation Accuracy:  0.569, Loss:  0.620
Epoch   1 Batch  244/269 - Train Accuracy:  0.570, Validation Accuracy:  0.578, Loss:  0.647
Epoch   1 Batch  245/269 - Train Accuracy:  0.547, Validation Accuracy:  0.571, Loss:  0.667
Epoch   1 Batch  246/269 - Train Accuracy:  0.546, Validation Accuracy:  0.579, Loss:  0.630
Epoch   1 Batch  247/269 - Train Accuracy:  0.572, Validation Accuracy:  0.580, Loss:  0.651
Epoch   1 Batch  248/269 - Train Accuracy:  0.570, Validation Accuracy:  0.583, Loss:  0.624
Epoch   1 Batch  249/269 - Train Accuracy:  0.601, Validation Accuracy:  0.579, Loss:  0.592
Epoch   1 Batch  250/269 - Train Accuracy:  0.567, Validation Accuracy:  0.578, Loss:  0.636
Epoch   1 Batch  251/269 - Train Accuracy:  0.579, Validation Accuracy:  0.573, Loss:  0.616
Epoch   1 Batch  252/269 - Train Accuracy:  0.570, Validation Accuracy:  0.574, Loss:  0.636
Epoch   1 Batch  253/269 - Train Accuracy:  0.568, Validation Accuracy:  0.583, Loss:  0.638
Epoch   1 Batch  254/269 - Train Accuracy:  0.570, Validation Accuracy:  0.579, Loss:  0.634
Epoch   1 Batch  255/269 - Train Accuracy:  0.585, Validation Accuracy:  0.564, Loss:  0.594
Epoch   1 Batch  256/269 - Train Accuracy:  0.553, Validation Accuracy:  0.569, Loss:  0.633
Epoch   1 Batch  257/269 - Train Accuracy:  0.539, Validation Accuracy:  0.569, Loss:  0.634
Epoch   1 Batch  258/269 - Train Accuracy:  0.557, Validation Accuracy:  0.559, Loss:  0.623
Epoch   1 Batch  259/269 - Train Accuracy:  0.586, Validation Accuracy:  0.571, Loss:  0.611
Epoch   1 Batch  260/269 - Train Accuracy:  0.548, Validation Accuracy:  0.580, Loss:  0.646
Epoch   1 Batch  261/269 - Train Accuracy:  0.542, Validation Accuracy:  0.584, Loss:  0.655
Epoch   1 Batch  262/269 - Train Accuracy:  0.572, Validation Accuracy:  0.584, Loss:  0.608
Epoch   1 Batch  263/269 - Train Accuracy:  0.577, Validation Accuracy:  0.590, Loss:  0.637
Epoch   1 Batch  264/269 - Train Accuracy:  0.549, Validation Accuracy:  0.586, Loss:  0.635
Epoch   1 Batch  265/269 - Train Accuracy:  0.554, Validation Accuracy:  0.582, Loss:  0.643
Epoch   1 Batch  266/269 - Train Accuracy:  0.580, Validation Accuracy:  0.580, Loss:  0.604
Epoch   1 Batch  267/269 - Train Accuracy:  0.582, Validation Accuracy:  0.579, Loss:  0.619
Epoch   2 Batch    0/269 - Train Accuracy:  0.543, Validation Accuracy:  0.570, Loss:  0.643
Epoch   2 Batch    1/269 - Train Accuracy:  0.561, Validation Accuracy:  0.579, Loss:  0.631
Epoch   2 Batch    2/269 - Train Accuracy:  0.570, Validation Accuracy:  0.587, Loss:  0.614
Epoch   2 Batch    3/269 - Train Accuracy:  0.572, Validation Accuracy:  0.588, Loss:  0.622
Epoch   2 Batch    4/269 - Train Accuracy:  0.543, Validation Accuracy:  0.581, Loss:  0.645
Epoch   2 Batch    5/269 - Train Accuracy:  0.527, Validation Accuracy:  0.573, Loss:  0.637
Epoch   2 Batch    6/269 - Train Accuracy:  0.580, Validation Accuracy:  0.583, Loss:  0.602
Epoch   2 Batch    7/269 - Train Accuracy:  0.588, Validation Accuracy:  0.583, Loss:  0.593
Epoch   2 Batch    8/269 - Train Accuracy:  0.566, Validation Accuracy:  0.585, Loss:  0.638
Epoch   2 Batch    9/269 - Train Accuracy:  0.562, Validation Accuracy:  0.582, Loss:  0.632
Epoch   2 Batch   10/269 - Train Accuracy:  0.568, Validation Accuracy:  0.582, Loss:  0.628
Epoch   2 Batch   11/269 - Train Accuracy:  0.564, Validation Accuracy:  0.581, Loss:  0.623
Epoch   2 Batch   12/269 - Train Accuracy:  0.544, Validation Accuracy:  0.581, Loss:  0.644
Epoch   2 Batch   13/269 - Train Accuracy:  0.595, Validation Accuracy:  0.582, Loss:  0.568
Epoch   2 Batch   14/269 - Train Accuracy:  0.569, Validation Accuracy:  0.566, Loss:  0.639
Epoch   2 Batch   15/269 - Train Accuracy:  0.550, Validation Accuracy:  0.570, Loss:  0.650
Epoch   2 Batch   16/269 - Train Accuracy:  0.556, Validation Accuracy:  0.562, Loss:  0.648
Epoch   2 Batch   17/269 - Train Accuracy:  0.516, Validation Accuracy:  0.537, Loss:  0.620
Epoch   2 Batch   18/269 - Train Accuracy:  0.532, Validation Accuracy:  0.569, Loss:  0.670
Epoch   2 Batch   19/269 - Train Accuracy:  0.595, Validation Accuracy:  0.566, Loss:  0.587
Epoch   2 Batch   20/269 - Train Accuracy:  0.531, Validation Accuracy:  0.569, Loss:  0.655
Epoch   2 Batch   21/269 - Train Accuracy:  0.529, Validation Accuracy:  0.566, Loss:  0.665
Epoch   2 Batch   22/269 - Train Accuracy:  0.581, Validation Accuracy:  0.580, Loss:  0.607
Epoch   2 Batch   23/269 - Train Accuracy:  0.578, Validation Accuracy:  0.581, Loss:  0.609
Epoch   2 Batch   24/269 - Train Accuracy:  0.555, Validation Accuracy:  0.581, Loss:  0.657
Epoch   2 Batch   25/269 - Train Accuracy:  0.552, Validation Accuracy:  0.571, Loss:  0.658
Epoch   2 Batch   26/269 - Train Accuracy:  0.584, Validation Accuracy:  0.561, Loss:  0.580
Epoch   2 Batch   27/269 - Train Accuracy:  0.560, Validation Accuracy:  0.562, Loss:  0.615
Epoch   2 Batch   28/269 - Train Accuracy:  0.505, Validation Accuracy:  0.563, Loss:  0.661
Epoch   2 Batch   29/269 - Train Accuracy:  0.548, Validation Accuracy:  0.561, Loss:  0.648
Epoch   2 Batch   30/269 - Train Accuracy:  0.569, Validation Accuracy:  0.575, Loss:  0.609
Epoch   2 Batch   31/269 - Train Accuracy:  0.590, Validation Accuracy:  0.591, Loss:  0.594
Epoch   2 Batch   32/269 - Train Accuracy:  0.560, Validation Accuracy:  0.569, Loss:  0.596
Epoch   2 Batch   33/269 - Train Accuracy:  0.577, Validation Accuracy:  0.576, Loss:  0.593
Epoch   2 Batch   34/269 - Train Accuracy:  0.560, Validation Accuracy:  0.574, Loss:  0.605
Epoch   2 Batch   35/269 - Train Accuracy:  0.568, Validation Accuracy:  0.576, Loss:  0.623
Epoch   2 Batch   36/269 - Train Accuracy:  0.565, Validation Accuracy:  0.583, Loss:  0.606
Epoch   2 Batch   37/269 - Train Accuracy:  0.585, Validation Accuracy:  0.587, Loss:  0.596
Epoch   2 Batch   38/269 - Train Accuracy:  0.572, Validation Accuracy:  0.590, Loss:  0.599
Epoch   2 Batch   39/269 - Train Accuracy:  0.562, Validation Accuracy:  0.582, Loss:  0.605
Epoch   2 Batch   40/269 - Train Accuracy:  0.562, Validation Accuracy:  0.586, Loss:  0.638
Epoch   2 Batch   41/269 - Train Accuracy:  0.567, Validation Accuracy:  0.583, Loss:  0.611
Epoch   2 Batch   42/269 - Train Accuracy:  0.598, Validation Accuracy:  0.580, Loss:  0.573
Epoch   2 Batch   43/269 - Train Accuracy:  0.556, Validation Accuracy:  0.574, Loss:  0.618
Epoch   2 Batch   44/269 - Train Accuracy:  0.577, Validation Accuracy:  0.580, Loss:  0.599
Epoch   2 Batch   45/269 - Train Accuracy:  0.545, Validation Accuracy:  0.576, Loss:  0.621
Epoch   2 Batch   46/269 - Train Accuracy:  0.570, Validation Accuracy:  0.571, Loss:  0.619
Epoch   2 Batch   47/269 - Train Accuracy:  0.607, Validation Accuracy:  0.582, Loss:  0.564
Epoch   2 Batch   48/269 - Train Accuracy:  0.587, Validation Accuracy:  0.584, Loss:  0.584
Epoch   2 Batch   49/269 - Train Accuracy:  0.562, Validation Accuracy:  0.583, Loss:  0.612
Epoch   2 Batch   50/269 - Train Accuracy:  0.570, Validation Accuracy:  0.588, Loss:  0.623
Epoch   2 Batch   51/269 - Train Accuracy:  0.578, Validation Accuracy:  0.587, Loss:  0.595
Epoch   2 Batch   52/269 - Train Accuracy:  0.580, Validation Accuracy:  0.589, Loss:  0.581
Epoch   2 Batch   53/269 - Train Accuracy:  0.559, Validation Accuracy:  0.587, Loss:  0.616
Epoch   2 Batch   54/269 - Train Accuracy:  0.585, Validation Accuracy:  0.591, Loss:  0.603
Epoch   2 Batch   55/269 - Train Accuracy:  0.585, Validation Accuracy:  0.592, Loss:  0.592
Epoch   2 Batch   56/269 - Train Accuracy:  0.596, Validation Accuracy:  0.588, Loss:  0.590
Epoch   2 Batch   57/269 - Train Accuracy:  0.584, Validation Accuracy:  0.590, Loss:  0.598
Epoch   2 Batch   58/269 - Train Accuracy:  0.585, Validation Accuracy:  0.587, Loss:  0.578
Epoch   2 Batch   59/269 - Train Accuracy:  0.588, Validation Accuracy:  0.586, Loss:  0.563
Epoch   2 Batch   60/269 - Train Accuracy:  0.594, Validation Accuracy:  0.583, Loss:  0.578
Epoch   2 Batch   61/269 - Train Accuracy:  0.601, Validation Accuracy:  0.578, Loss:  0.550
Epoch   2 Batch   62/269 - Train Accuracy:  0.609, Validation Accuracy:  0.587, Loss:  0.564
Epoch   2 Batch   63/269 - Train Accuracy:  0.583, Validation Accuracy:  0.584, Loss:  0.595
Epoch   2 Batch   64/269 - Train Accuracy:  0.581, Validation Accuracy:  0.586, Loss:  0.581
Epoch   2 Batch   65/269 - Train Accuracy:  0.588, Validation Accuracy:  0.591, Loss:  0.583
Epoch   2 Batch   66/269 - Train Accuracy:  0.586, Validation Accuracy:  0.587, Loss:  0.567
Epoch   2 Batch   67/269 - Train Accuracy:  0.573, Validation Accuracy:  0.589, Loss:  0.598
Epoch   2 Batch   68/269 - Train Accuracy:  0.570, Validation Accuracy:  0.589, Loss:  0.587
Epoch   2 Batch   69/269 - Train Accuracy:  0.545, Validation Accuracy:  0.592, Loss:  0.633
Epoch   2 Batch   70/269 - Train Accuracy:  0.598, Validation Accuracy:  0.604, Loss:  0.580
Epoch   2 Batch   71/269 - Train Accuracy:  0.576, Validation Accuracy:  0.604, Loss:  0.622
Epoch   2 Batch   72/269 - Train Accuracy:  0.585, Validation Accuracy:  0.603, Loss:  0.577
Epoch   2 Batch   73/269 - Train Accuracy:  0.602, Validation Accuracy:  0.604, Loss:  0.577
Epoch   2 Batch   74/269 - Train Accuracy:  0.597, Validation Accuracy:  0.601, Loss:  0.594
Epoch   2 Batch   75/269 - Train Accuracy:  0.586, Validation Accuracy:  0.599, Loss:  0.579
Epoch   2 Batch   76/269 - Train Accuracy:  0.560, Validation Accuracy:  0.583, Loss:  0.600
Epoch   2 Batch   77/269 - Train Accuracy:  0.598, Validation Accuracy:  0.596, Loss:  0.578
Epoch   2 Batch   78/269 - Train Accuracy:  0.594, Validation Accuracy:  0.590, Loss:  0.579
Epoch   2 Batch   79/269 - Train Accuracy:  0.590, Validation Accuracy:  0.586, Loss:  0.577
Epoch   2 Batch   80/269 - Train Accuracy:  0.590, Validation Accuracy:  0.593, Loss:  0.581
Epoch   2 Batch   81/269 - Train Accuracy:  0.595, Validation Accuracy:  0.588, Loss:  0.585
Epoch   2 Batch   82/269 - Train Accuracy:  0.594, Validation Accuracy:  0.582, Loss:  0.562
Epoch   2 Batch   83/269 - Train Accuracy:  0.580, Validation Accuracy:  0.576, Loss:  0.603
Epoch   2 Batch   84/269 - Train Accuracy:  0.589, Validation Accuracy:  0.581, Loss:  0.576
Epoch   2 Batch   85/269 - Train Accuracy:  0.590, Validation Accuracy:  0.588, Loss:  0.584
Epoch   2 Batch   86/269 - Train Accuracy:  0.583, Validation Accuracy:  0.591, Loss:  0.575
Epoch   2 Batch   87/269 - Train Accuracy:  0.570, Validation Accuracy:  0.593, Loss:  0.617
Epoch   2 Batch   88/269 - Train Accuracy:  0.591, Validation Accuracy:  0.589, Loss:  0.573
Epoch   2 Batch   89/269 - Train Accuracy:  0.603, Validation Accuracy:  0.600, Loss:  0.576
Epoch   2 Batch   90/269 - Train Accuracy:  0.541, Validation Accuracy:  0.589, Loss:  0.616
Epoch   2 Batch   91/269 - Train Accuracy:  0.595, Validation Accuracy:  0.596, Loss:  0.566
Epoch   2 Batch   92/269 - Train Accuracy:  0.586, Validation Accuracy:  0.597, Loss:  0.579
Epoch   2 Batch   93/269 - Train Accuracy:  0.614, Validation Accuracy:  0.594, Loss:  0.550
Epoch   2 Batch   94/269 - Train Accuracy:  0.586, Validation Accuracy:  0.593, Loss:  0.582
Epoch   2 Batch   95/269 - Train Accuracy:  0.585, Validation Accuracy:  0.584, Loss:  0.578
Epoch   2 Batch   96/269 - Train Accuracy:  0.584, Validation Accuracy:  0.592, Loss:  0.583
Epoch   2 Batch   97/269 - Train Accuracy:  0.604, Validation Accuracy:  0.607, Loss:  0.575
Epoch   2 Batch   98/269 - Train Accuracy:  0.606, Validation Accuracy:  0.595, Loss:  0.577
Epoch   2 Batch   99/269 - Train Accuracy:  0.582, Validation Accuracy:  0.598, Loss:  0.591
Epoch   2 Batch  100/269 - Train Accuracy:  0.612, Validation Accuracy:  0.602, Loss:  0.569
Epoch   2 Batch  101/269 - Train Accuracy:  0.576, Validation Accuracy:  0.602, Loss:  0.613
Epoch   2 Batch  102/269 - Train Accuracy:  0.596, Validation Accuracy:  0.600, Loss:  0.578
Epoch   2 Batch  103/269 - Train Accuracy:  0.599, Validation Accuracy:  0.600, Loss:  0.559
Epoch   2 Batch  104/269 - Train Accuracy:  0.578, Validation Accuracy:  0.587, Loss:  0.576
Epoch   2 Batch  105/269 - Train Accuracy:  0.565, Validation Accuracy:  0.578, Loss:  0.588
Epoch   2 Batch  106/269 - Train Accuracy:  0.581, Validation Accuracy:  0.595, Loss:  0.570
Epoch   2 Batch  107/269 - Train Accuracy:  0.577, Validation Accuracy:  0.598, Loss:  0.601
Epoch   2 Batch  108/269 - Train Accuracy:  0.600, Validation Accuracy:  0.599, Loss:  0.573
Epoch   2 Batch  109/269 - Train Accuracy:  0.582, Validation Accuracy:  0.593, Loss:  0.579
Epoch   2 Batch  110/269 - Train Accuracy:  0.602, Validation Accuracy:  0.600, Loss:  0.562
Epoch   2 Batch  111/269 - Train Accuracy:  0.569, Validation Accuracy:  0.597, Loss:  0.594
Epoch   2 Batch  112/269 - Train Accuracy:  0.589, Validation Accuracy:  0.593, Loss:  0.576
Epoch   2 Batch  113/269 - Train Accuracy:  0.600, Validation Accuracy:  0.599, Loss:  0.550
Epoch   2 Batch  114/269 - Train Accuracy:  0.591, Validation Accuracy:  0.603, Loss:  0.574
Epoch   2 Batch  115/269 - Train Accuracy:  0.583, Validation Accuracy:  0.607, Loss:  0.606
Epoch   2 Batch  116/269 - Train Accuracy:  0.603, Validation Accuracy:  0.605, Loss:  0.570
Epoch   2 Batch  117/269 - Train Accuracy:  0.584, Validation Accuracy:  0.605, Loss:  0.575
Epoch   2 Batch  118/269 - Train Accuracy:  0.616, Validation Accuracy:  0.602, Loss:  0.551
Epoch   2 Batch  119/269 - Train Accuracy:  0.599, Validation Accuracy:  0.610, Loss:  0.583
Epoch   2 Batch  120/269 - Train Accuracy:  0.593, Validation Accuracy:  0.610, Loss:  0.592
Epoch   2 Batch  121/269 - Train Accuracy:  0.587, Validation Accuracy:  0.606, Loss:  0.571
Epoch   2 Batch  122/269 - Train Accuracy:  0.606, Validation Accuracy:  0.602, Loss:  0.562
Epoch   2 Batch  123/269 - Train Accuracy:  0.582, Validation Accuracy:  0.597, Loss:  0.593
Epoch   2 Batch  124/269 - Train Accuracy:  0.603, Validation Accuracy:  0.603, Loss:  0.569
Epoch   2 Batch  125/269 - Train Accuracy:  0.604, Validation Accuracy:  0.606, Loss:  0.572
Epoch   2 Batch  126/269 - Train Accuracy:  0.601, Validation Accuracy:  0.605, Loss:  0.569
Epoch   2 Batch  127/269 - Train Accuracy:  0.579, Validation Accuracy:  0.594, Loss:  0.582
Epoch   2 Batch  128/269 - Train Accuracy:  0.611, Validation Accuracy:  0.597, Loss:  0.570
Epoch   2 Batch  129/269 - Train Accuracy:  0.604, Validation Accuracy:  0.600, Loss:  0.558
Epoch   2 Batch  130/269 - Train Accuracy:  0.585, Validation Accuracy:  0.604, Loss:  0.592
Epoch   2 Batch  131/269 - Train Accuracy:  0.587, Validation Accuracy:  0.598, Loss:  0.585
Epoch   2 Batch  132/269 - Train Accuracy:  0.591, Validation Accuracy:  0.602, Loss:  0.582
Epoch   2 Batch  133/269 - Train Accuracy:  0.597, Validation Accuracy:  0.605, Loss:  0.560
Epoch   2 Batch  134/269 - Train Accuracy:  0.585, Validation Accuracy:  0.609, Loss:  0.585
Epoch   2 Batch  135/269 - Train Accuracy:  0.571, Validation Accuracy:  0.612, Loss:  0.609
Epoch   2 Batch  136/269 - Train Accuracy:  0.567, Validation Accuracy:  0.600, Loss:  0.605
Epoch   2 Batch  137/269 - Train Accuracy:  0.578, Validation Accuracy:  0.600, Loss:  0.598
Epoch   2 Batch  138/269 - Train Accuracy:  0.590, Validation Accuracy:  0.611, Loss:  0.593
Epoch   2 Batch  139/269 - Train Accuracy:  0.624, Validation Accuracy:  0.616, Loss:  0.546
Epoch   2 Batch  140/269 - Train Accuracy:  0.612, Validation Accuracy:  0.616, Loss:  0.576
Epoch   2 Batch  141/269 - Train Accuracy:  0.602, Validation Accuracy:  0.617, Loss:  0.582
Epoch   2 Batch  142/269 - Train Accuracy:  0.617, Validation Accuracy:  0.619, Loss:  0.550
Epoch   2 Batch  143/269 - Train Accuracy:  0.613, Validation Accuracy:  0.614, Loss:  0.562
Epoch   2 Batch  144/269 - Train Accuracy:  0.611, Validation Accuracy:  0.612, Loss:  0.538
Epoch   2 Batch  145/269 - Train Accuracy:  0.601, Validation Accuracy:  0.609, Loss:  0.563
Epoch   2 Batch  146/269 - Train Accuracy:  0.609, Validation Accuracy:  0.608, Loss:  0.550
Epoch   2 Batch  147/269 - Train Accuracy:  0.621, Validation Accuracy:  0.605, Loss:  0.544
Epoch   2 Batch  148/269 - Train Accuracy:  0.605, Validation Accuracy:  0.611, Loss:  0.561
Epoch   2 Batch  149/269 - Train Accuracy:  0.616, Validation Accuracy:  0.615, Loss:  0.557
Epoch   2 Batch  150/269 - Train Accuracy:  0.608, Validation Accuracy:  0.618, Loss:  0.559
Epoch   2 Batch  151/269 - Train Accuracy:  0.633, Validation Accuracy:  0.613, Loss:  0.529
Epoch   2 Batch  152/269 - Train Accuracy:  0.607, Validation Accuracy:  0.617, Loss:  0.565
Epoch   2 Batch  153/269 - Train Accuracy:  0.616, Validation Accuracy:  0.619, Loss:  0.553
Epoch   2 Batch  154/269 - Train Accuracy:  0.595, Validation Accuracy:  0.615, Loss:  0.578
Epoch   2 Batch  155/269 - Train Accuracy:  0.628, Validation Accuracy:  0.611, Loss:  0.530
Epoch   2 Batch  156/269 - Train Accuracy:  0.588, Validation Accuracy:  0.610, Loss:  0.586
Epoch   2 Batch  157/269 - Train Accuracy:  0.598, Validation Accuracy:  0.610, Loss:  0.561
Epoch   2 Batch  158/269 - Train Accuracy:  0.607, Validation Accuracy:  0.612, Loss:  0.567
Epoch   2 Batch  159/269 - Train Accuracy:  0.604, Validation Accuracy:  0.614, Loss:  0.562
Epoch   2 Batch  160/269 - Train Accuracy:  0.618, Validation Accuracy:  0.617, Loss:  0.540
Epoch   2 Batch  161/269 - Train Accuracy:  0.602, Validation Accuracy:  0.617, Loss:  0.557
Epoch   2 Batch  162/269 - Train Accuracy:  0.567, Validation Accuracy:  0.586, Loss:  0.564
Epoch   2 Batch  163/269 - Train Accuracy:  0.607, Validation Accuracy:  0.611, Loss:  0.567
Epoch   2 Batch  164/269 - Train Accuracy:  0.600, Validation Accuracy:  0.606, Loss:  0.552
Epoch   2 Batch  165/269 - Train Accuracy:  0.582, Validation Accuracy:  0.607, Loss:  0.580
Epoch   2 Batch  166/269 - Train Accuracy:  0.624, Validation Accuracy:  0.617, Loss:  0.532
Epoch   2 Batch  167/269 - Train Accuracy:  0.608, Validation Accuracy:  0.617, Loss:  0.554
Epoch   2 Batch  168/269 - Train Accuracy:  0.611, Validation Accuracy:  0.620, Loss:  0.551
Epoch   2 Batch  169/269 - Train Accuracy:  0.598, Validation Accuracy:  0.618, Loss:  0.560
Epoch   2 Batch  170/269 - Train Accuracy:  0.611, Validation Accuracy:  0.610, Loss:  0.551
Epoch   2 Batch  171/269 - Train Accuracy:  0.574, Validation Accuracy:  0.602, Loss:  0.588
Epoch   2 Batch  172/269 - Train Accuracy:  0.593, Validation Accuracy:  0.599, Loss:  0.568
Epoch   2 Batch  173/269 - Train Accuracy:  0.610, Validation Accuracy:  0.609, Loss:  0.540
Epoch   2 Batch  174/269 - Train Accuracy:  0.602, Validation Accuracy:  0.617, Loss:  0.553
Epoch   2 Batch  175/269 - Train Accuracy:  0.615, Validation Accuracy:  0.627, Loss:  0.575
Epoch   2 Batch  176/269 - Train Accuracy:  0.585, Validation Accuracy:  0.618, Loss:  0.584
Epoch   2 Batch  177/269 - Train Accuracy:  0.633, Validation Accuracy:  0.617, Loss:  0.526
Epoch   2 Batch  178/269 - Train Accuracy:  0.604, Validation Accuracy:  0.621, Loss:  0.569
Epoch   2 Batch  179/269 - Train Accuracy:  0.616, Validation Accuracy:  0.621, Loss:  0.555
Epoch   2 Batch  180/269 - Train Accuracy:  0.615, Validation Accuracy:  0.620, Loss:  0.551
Epoch   2 Batch  181/269 - Train Accuracy:  0.585, Validation Accuracy:  0.608, Loss:  0.548
Epoch   2 Batch  182/269 - Train Accuracy:  0.589, Validation Accuracy:  0.594, Loss:  0.550
Epoch   2 Batch  183/269 - Train Accuracy:  0.652, Validation Accuracy:  0.600, Loss:  0.491
Epoch   2 Batch  184/269 - Train Accuracy:  0.592, Validation Accuracy:  0.608, Loss:  0.579
Epoch   2 Batch  185/269 - Train Accuracy:  0.623, Validation Accuracy:  0.616, Loss:  0.543
Epoch   2 Batch  186/269 - Train Accuracy:  0.597, Validation Accuracy:  0.622, Loss:  0.568
Epoch   2 Batch  187/269 - Train Accuracy:  0.614, Validation Accuracy:  0.617, Loss:  0.541
Epoch   2 Batch  188/269 - Train Accuracy:  0.626, Validation Accuracy:  0.618, Loss:  0.536
Epoch   2 Batch  189/269 - Train Accuracy:  0.621, Validation Accuracy:  0.621, Loss:  0.533
Epoch   2 Batch  190/269 - Train Accuracy:  0.619, Validation Accuracy:  0.619, Loss:  0.545
Epoch   2 Batch  191/269 - Train Accuracy:  0.616, Validation Accuracy:  0.613, Loss:  0.541
Epoch   2 Batch  192/269 - Train Accuracy:  0.618, Validation Accuracy:  0.618, Loss:  0.548
Epoch   2 Batch  193/269 - Train Accuracy:  0.616, Validation Accuracy:  0.624, Loss:  0.542
Epoch   2 Batch  194/269 - Train Accuracy:  0.621, Validation Accuracy:  0.614, Loss:  0.549
Epoch   2 Batch  195/269 - Train Accuracy:  0.613, Validation Accuracy:  0.618, Loss:  0.545
Epoch   2 Batch  196/269 - Train Accuracy:  0.599, Validation Accuracy:  0.630, Loss:  0.556
Epoch   2 Batch  197/269 - Train Accuracy:  0.592, Validation Accuracy:  0.629, Loss:  0.573
Epoch   2 Batch  198/269 - Train Accuracy:  0.593, Validation Accuracy:  0.620, Loss:  0.576
Epoch   2 Batch  199/269 - Train Accuracy:  0.606, Validation Accuracy:  0.620, Loss:  0.554
Epoch   2 Batch  200/269 - Train Accuracy:  0.603, Validation Accuracy:  0.617, Loss:  0.567
Epoch   2 Batch  201/269 - Train Accuracy:  0.618, Validation Accuracy:  0.620, Loss:  0.547
Epoch   2 Batch  202/269 - Train Accuracy:  0.605, Validation Accuracy:  0.593, Loss:  0.549
Epoch   2 Batch  203/269 - Train Accuracy:  0.579, Validation Accuracy:  0.597, Loss:  0.583
Epoch   2 Batch  204/269 - Train Accuracy:  0.585, Validation Accuracy:  0.613, Loss:  0.585
Epoch   2 Batch  205/269 - Train Accuracy:  0.584, Validation Accuracy:  0.598, Loss:  0.547
Epoch   2 Batch  206/269 - Train Accuracy:  0.592, Validation Accuracy:  0.597, Loss:  0.574
Epoch   2 Batch  207/269 - Train Accuracy:  0.600, Validation Accuracy:  0.597, Loss:  0.542
Epoch   2 Batch  208/269 - Train Accuracy:  0.586, Validation Accuracy:  0.598, Loss:  0.582
Epoch   2 Batch  209/269 - Train Accuracy:  0.601, Validation Accuracy:  0.600, Loss:  0.575
Epoch   2 Batch  210/269 - Train Accuracy:  0.607, Validation Accuracy:  0.601, Loss:  0.552
Epoch   2 Batch  211/269 - Train Accuracy:  0.602, Validation Accuracy:  0.615, Loss:  0.575
Epoch   2 Batch  212/269 - Train Accuracy:  0.619, Validation Accuracy:  0.625, Loss:  0.557
Epoch   2 Batch  213/269 - Train Accuracy:  0.599, Validation Accuracy:  0.615, Loss:  0.560
Epoch   2 Batch  214/269 - Train Accuracy:  0.612, Validation Accuracy:  0.616, Loss:  0.549
Epoch   2 Batch  215/269 - Train Accuracy:  0.637, Validation Accuracy:  0.617, Loss:  0.520
Epoch   2 Batch  216/269 - Train Accuracy:  0.588, Validation Accuracy:  0.617, Loss:  0.581
Epoch   2 Batch  217/269 - Train Accuracy:  0.584, Validation Accuracy:  0.604, Loss:  0.578
Epoch   2 Batch  218/269 - Train Accuracy:  0.601, Validation Accuracy:  0.607, Loss:  0.564
Epoch   2 Batch  219/269 - Train Accuracy:  0.595, Validation Accuracy:  0.602, Loss:  0.574
Epoch   2 Batch  220/269 - Train Accuracy:  0.620, Validation Accuracy:  0.610, Loss:  0.522
Epoch   2 Batch  221/269 - Train Accuracy:  0.638, Validation Accuracy:  0.624, Loss:  0.541
Epoch   2 Batch  222/269 - Train Accuracy:  0.637, Validation Accuracy:  0.628, Loss:  0.530
Epoch   2 Batch  223/269 - Train Accuracy:  0.609, Validation Accuracy:  0.625, Loss:  0.538
Epoch   2 Batch  224/269 - Train Accuracy:  0.623, Validation Accuracy:  0.626, Loss:  0.557
Epoch   2 Batch  225/269 - Train Accuracy:  0.618, Validation Accuracy:  0.627, Loss:  0.555
Epoch   2 Batch  226/269 - Train Accuracy:  0.611, Validation Accuracy:  0.612, Loss:  0.550
Epoch   2 Batch  227/269 - Train Accuracy:  0.674, Validation Accuracy:  0.611, Loss:  0.476
Epoch   2 Batch  228/269 - Train Accuracy:  0.615, Validation Accuracy:  0.608, Loss:  0.540
Epoch   2 Batch  229/269 - Train Accuracy:  0.611, Validation Accuracy:  0.620, Loss:  0.530
Epoch   2 Batch  230/269 - Train Accuracy:  0.613, Validation Accuracy:  0.621, Loss:  0.548
Epoch   2 Batch  231/269 - Train Accuracy:  0.582, Validation Accuracy:  0.618, Loss:  0.568
Epoch   2 Batch  232/269 - Train Accuracy:  0.598, Validation Accuracy:  0.620, Loss:  0.585
Epoch   2 Batch  233/269 - Train Accuracy:  0.625, Validation Accuracy:  0.623, Loss:  0.549
Epoch   2 Batch  234/269 - Train Accuracy:  0.622, Validation Accuracy:  0.634, Loss:  0.537
Epoch   2 Batch  235/269 - Train Accuracy:  0.639, Validation Accuracy:  0.633, Loss:  0.525
Epoch   2 Batch  236/269 - Train Accuracy:  0.608, Validation Accuracy:  0.625, Loss:  0.533
Epoch   2 Batch  237/269 - Train Accuracy:  0.610, Validation Accuracy:  0.624, Loss:  0.541
Epoch   2 Batch  238/269 - Train Accuracy:  0.642, Validation Accuracy:  0.623, Loss:  0.523
Epoch   2 Batch  239/269 - Train Accuracy:  0.626, Validation Accuracy:  0.606, Loss:  0.533
Epoch   2 Batch  240/269 - Train Accuracy:  0.656, Validation Accuracy:  0.599, Loss:  0.479
Epoch   2 Batch  241/269 - Train Accuracy:  0.613, Validation Accuracy:  0.612, Loss:  0.531
Epoch   2 Batch  242/269 - Train Accuracy:  0.605, Validation Accuracy:  0.625, Loss:  0.540
Epoch   2 Batch  243/269 - Train Accuracy:  0.637, Validation Accuracy:  0.627, Loss:  0.521
Epoch   2 Batch  244/269 - Train Accuracy:  0.622, Validation Accuracy:  0.635, Loss:  0.552
Epoch   2 Batch  245/269 - Train Accuracy:  0.608, Validation Accuracy:  0.633, Loss:  0.561
Epoch   2 Batch  246/269 - Train Accuracy:  0.602, Validation Accuracy:  0.637, Loss:  0.539
Epoch   2 Batch  247/269 - Train Accuracy:  0.608, Validation Accuracy:  0.632, Loss:  0.551
Epoch   2 Batch  248/269 - Train Accuracy:  0.624, Validation Accuracy:  0.627, Loss:  0.534
Epoch   2 Batch  249/269 - Train Accuracy:  0.642, Validation Accuracy:  0.624, Loss:  0.504
Epoch   2 Batch  250/269 - Train Accuracy:  0.608, Validation Accuracy:  0.612, Loss:  0.540
Epoch   2 Batch  251/269 - Train Accuracy:  0.626, Validation Accuracy:  0.611, Loss:  0.521
Epoch   2 Batch  252/269 - Train Accuracy:  0.629, Validation Accuracy:  0.627, Loss:  0.544
Epoch   2 Batch  253/269 - Train Accuracy:  0.626, Validation Accuracy:  0.629, Loss:  0.543
Epoch   2 Batch  254/269 - Train Accuracy:  0.623, Validation Accuracy:  0.627, Loss:  0.540
Epoch   2 Batch  255/269 - Train Accuracy:  0.653, Validation Accuracy:  0.623, Loss:  0.498
Epoch   2 Batch  256/269 - Train Accuracy:  0.602, Validation Accuracy:  0.625, Loss:  0.540
Epoch   2 Batch  257/269 - Train Accuracy:  0.593, Validation Accuracy:  0.629, Loss:  0.537
Epoch   2 Batch  258/269 - Train Accuracy:  0.620, Validation Accuracy:  0.612, Loss:  0.527
Epoch   2 Batch  259/269 - Train Accuracy:  0.603, Validation Accuracy:  0.604, Loss:  0.517
Epoch   2 Batch  260/269 - Train Accuracy:  0.593, Validation Accuracy:  0.620, Loss:  0.553
Epoch   2 Batch  261/269 - Train Accuracy:  0.605, Validation Accuracy:  0.627, Loss:  0.563
Epoch   2 Batch  262/269 - Train Accuracy:  0.632, Validation Accuracy:  0.626, Loss:  0.519
Epoch   2 Batch  263/269 - Train Accuracy:  0.626, Validation Accuracy:  0.630, Loss:  0.545
Epoch   2 Batch  264/269 - Train Accuracy:  0.610, Validation Accuracy:  0.629, Loss:  0.539
Epoch   2 Batch  265/269 - Train Accuracy:  0.608, Validation Accuracy:  0.629, Loss:  0.554
Epoch   2 Batch  266/269 - Train Accuracy:  0.629, Validation Accuracy:  0.638, Loss:  0.519
Epoch   2 Batch  267/269 - Train Accuracy:  0.628, Validation Accuracy:  0.631, Loss:  0.531
Epoch   3 Batch    0/269 - Train Accuracy:  0.599, Validation Accuracy:  0.622, Loss:  0.552
Epoch   3 Batch    1/269 - Train Accuracy:  0.616, Validation Accuracy:  0.627, Loss:  0.539
Epoch   3 Batch    2/269 - Train Accuracy:  0.631, Validation Accuracy:  0.628, Loss:  0.527
Epoch   3 Batch    3/269 - Train Accuracy:  0.631, Validation Accuracy:  0.634, Loss:  0.537
Epoch   3 Batch    4/269 - Train Accuracy:  0.598, Validation Accuracy:  0.631, Loss:  0.557
Epoch   3 Batch    5/269 - Train Accuracy:  0.591, Validation Accuracy:  0.628, Loss:  0.550
Epoch   3 Batch    6/269 - Train Accuracy:  0.637, Validation Accuracy:  0.623, Loss:  0.521
Epoch   3 Batch    7/269 - Train Accuracy:  0.624, Validation Accuracy:  0.619, Loss:  0.507
Epoch   3 Batch    8/269 - Train Accuracy:  0.604, Validation Accuracy:  0.621, Loss:  0.553
Epoch   3 Batch    9/269 - Train Accuracy:  0.604, Validation Accuracy:  0.629, Loss:  0.543
Epoch   3 Batch   10/269 - Train Accuracy:  0.622, Validation Accuracy:  0.639, Loss:  0.546
Epoch   3 Batch   11/269 - Train Accuracy:  0.623, Validation Accuracy:  0.641, Loss:  0.537
Epoch   3 Batch   12/269 - Train Accuracy:  0.606, Validation Accuracy:  0.637, Loss:  0.549
Epoch   3 Batch   13/269 - Train Accuracy:  0.647, Validation Accuracy:  0.633, Loss:  0.486
Epoch   3 Batch   14/269 - Train Accuracy:  0.628, Validation Accuracy:  0.637, Loss:  0.528
Epoch   3 Batch   15/269 - Train Accuracy:  0.613, Validation Accuracy:  0.626, Loss:  0.520
Epoch   3 Batch   16/269 - Train Accuracy:  0.644, Validation Accuracy:  0.630, Loss:  0.515
Epoch   3 Batch   17/269 - Train Accuracy:  0.635, Validation Accuracy:  0.629, Loss:  0.516
Epoch   3 Batch   18/269 - Train Accuracy:  0.617, Validation Accuracy:  0.631, Loss:  0.538
Epoch   3 Batch   19/269 - Train Accuracy:  0.681, Validation Accuracy:  0.642, Loss:  0.480
Epoch   3 Batch   20/269 - Train Accuracy:  0.624, Validation Accuracy:  0.642, Loss:  0.540
Epoch   3 Batch   21/269 - Train Accuracy:  0.627, Validation Accuracy:  0.637, Loss:  0.548
Epoch   3 Batch   22/269 - Train Accuracy:  0.647, Validation Accuracy:  0.638, Loss:  0.507
Epoch   3 Batch   23/269 - Train Accuracy:  0.633, Validation Accuracy:  0.641, Loss:  0.503
Epoch   3 Batch   24/269 - Train Accuracy:  0.614, Validation Accuracy:  0.634, Loss:  0.547
Epoch   3 Batch   25/269 - Train Accuracy:  0.618, Validation Accuracy:  0.630, Loss:  0.546
Epoch   3 Batch   26/269 - Train Accuracy:  0.658, Validation Accuracy:  0.632, Loss:  0.487
Epoch   3 Batch   27/269 - Train Accuracy:  0.614, Validation Accuracy:  0.629, Loss:  0.510
Epoch   3 Batch   28/269 - Train Accuracy:  0.580, Validation Accuracy:  0.623, Loss:  0.559
Epoch   3 Batch   29/269 - Train Accuracy:  0.627, Validation Accuracy:  0.638, Loss:  0.548
Epoch   3 Batch   30/269 - Train Accuracy:  0.649, Validation Accuracy:  0.642, Loss:  0.515
Epoch   3 Batch   31/269 - Train Accuracy:  0.642, Validation Accuracy:  0.642, Loss:  0.497
Epoch   3 Batch   32/269 - Train Accuracy:  0.621, Validation Accuracy:  0.635, Loss:  0.502
Epoch   3 Batch   33/269 - Train Accuracy:  0.650, Validation Accuracy:  0.643, Loss:  0.505
Epoch   3 Batch   34/269 - Train Accuracy:  0.633, Validation Accuracy:  0.637, Loss:  0.509
Epoch   3 Batch   35/269 - Train Accuracy:  0.622, Validation Accuracy:  0.635, Loss:  0.534
Epoch   3 Batch   36/269 - Train Accuracy:  0.605, Validation Accuracy:  0.624, Loss:  0.517
Epoch   3 Batch   37/269 - Train Accuracy:  0.620, Validation Accuracy:  0.620, Loss:  0.522
Epoch   3 Batch   38/269 - Train Accuracy:  0.627, Validation Accuracy:  0.635, Loss:  0.521
Epoch   3 Batch   39/269 - Train Accuracy:  0.608, Validation Accuracy:  0.610, Loss:  0.518
Epoch   3 Batch   40/269 - Train Accuracy:  0.615, Validation Accuracy:  0.636, Loss:  0.562
Epoch   3 Batch   41/269 - Train Accuracy:  0.615, Validation Accuracy:  0.631, Loss:  0.525
Epoch   3 Batch   42/269 - Train Accuracy:  0.633, Validation Accuracy:  0.625, Loss:  0.494
Epoch   3 Batch   43/269 - Train Accuracy:  0.622, Validation Accuracy:  0.631, Loss:  0.535
Epoch   3 Batch   44/269 - Train Accuracy:  0.632, Validation Accuracy:  0.637, Loss:  0.512
Epoch   3 Batch   45/269 - Train Accuracy:  0.623, Validation Accuracy:  0.629, Loss:  0.537
Epoch   3 Batch   46/269 - Train Accuracy:  0.622, Validation Accuracy:  0.634, Loss:  0.535
Epoch   3 Batch   47/269 - Train Accuracy:  0.651, Validation Accuracy:  0.630, Loss:  0.486
Epoch   3 Batch   48/269 - Train Accuracy:  0.643, Validation Accuracy:  0.639, Loss:  0.502
Epoch   3 Batch   49/269 - Train Accuracy:  0.603, Validation Accuracy:  0.632, Loss:  0.530
Epoch   3 Batch   50/269 - Train Accuracy:  0.608, Validation Accuracy:  0.628, Loss:  0.538
Epoch   3 Batch   51/269 - Train Accuracy:  0.605, Validation Accuracy:  0.628, Loss:  0.514
Epoch   3 Batch   52/269 - Train Accuracy:  0.612, Validation Accuracy:  0.631, Loss:  0.504
Epoch   3 Batch   53/269 - Train Accuracy:  0.620, Validation Accuracy:  0.624, Loss:  0.529
Epoch   3 Batch   54/269 - Train Accuracy:  0.636, Validation Accuracy:  0.635, Loss:  0.519
Epoch   3 Batch   55/269 - Train Accuracy:  0.637, Validation Accuracy:  0.631, Loss:  0.511
Epoch   3 Batch   56/269 - Train Accuracy:  0.632, Validation Accuracy:  0.639, Loss:  0.505
Epoch   3 Batch   57/269 - Train Accuracy:  0.637, Validation Accuracy:  0.640, Loss:  0.519
Epoch   3 Batch   58/269 - Train Accuracy:  0.636, Validation Accuracy:  0.636, Loss:  0.499
Epoch   3 Batch   59/269 - Train Accuracy:  0.642, Validation Accuracy:  0.637, Loss:  0.484
Epoch   3 Batch   60/269 - Train Accuracy:  0.626, Validation Accuracy:  0.629, Loss:  0.500
Epoch   3 Batch   61/269 - Train Accuracy:  0.651, Validation Accuracy:  0.627, Loss:  0.473
Epoch   3 Batch   62/269 - Train Accuracy:  0.644, Validation Accuracy:  0.634, Loss:  0.484
Epoch   3 Batch   63/269 - Train Accuracy:  0.632, Validation Accuracy:  0.638, Loss:  0.511
Epoch   3 Batch   64/269 - Train Accuracy:  0.620, Validation Accuracy:  0.635, Loss:  0.499
Epoch   3 Batch   65/269 - Train Accuracy:  0.641, Validation Accuracy:  0.635, Loss:  0.503
Epoch   3 Batch   66/269 - Train Accuracy:  0.633, Validation Accuracy:  0.635, Loss:  0.490
Epoch   3 Batch   67/269 - Train Accuracy:  0.619, Validation Accuracy:  0.632, Loss:  0.513
Epoch   3 Batch   68/269 - Train Accuracy:  0.600, Validation Accuracy:  0.620, Loss:  0.510
Epoch   3 Batch   69/269 - Train Accuracy:  0.596, Validation Accuracy:  0.633, Loss:  0.549
Epoch   3 Batch   70/269 - Train Accuracy:  0.646, Validation Accuracy:  0.634, Loss:  0.497
Epoch   3 Batch   71/269 - Train Accuracy:  0.623, Validation Accuracy:  0.635, Loss:  0.535
Epoch   3 Batch   72/269 - Train Accuracy:  0.633, Validation Accuracy:  0.634, Loss:  0.492
Epoch   3 Batch   73/269 - Train Accuracy:  0.638, Validation Accuracy:  0.630, Loss:  0.493
Epoch   3 Batch   74/269 - Train Accuracy:  0.631, Validation Accuracy:  0.619, Loss:  0.513
Epoch   3 Batch   75/269 - Train Accuracy:  0.600, Validation Accuracy:  0.614, Loss:  0.499
Epoch   3 Batch   76/269 - Train Accuracy:  0.586, Validation Accuracy:  0.615, Loss:  0.518
Epoch   3 Batch   77/269 - Train Accuracy:  0.640, Validation Accuracy:  0.628, Loss:  0.499
Epoch   3 Batch   78/269 - Train Accuracy:  0.647, Validation Accuracy:  0.642, Loss:  0.498
Epoch   3 Batch   79/269 - Train Accuracy:  0.633, Validation Accuracy:  0.638, Loss:  0.500
Epoch   3 Batch   80/269 - Train Accuracy:  0.642, Validation Accuracy:  0.634, Loss:  0.501
Epoch   3 Batch   81/269 - Train Accuracy:  0.640, Validation Accuracy:  0.638, Loss:  0.506
Epoch   3 Batch   82/269 - Train Accuracy:  0.657, Validation Accuracy:  0.641, Loss:  0.484
Epoch   3 Batch   83/269 - Train Accuracy:  0.638, Validation Accuracy:  0.638, Loss:  0.518
Epoch   3 Batch   84/269 - Train Accuracy:  0.640, Validation Accuracy:  0.633, Loss:  0.498
Epoch   3 Batch   85/269 - Train Accuracy:  0.634, Validation Accuracy:  0.628, Loss:  0.505
Epoch   3 Batch   86/269 - Train Accuracy:  0.622, Validation Accuracy:  0.629, Loss:  0.497
Epoch   3 Batch   87/269 - Train Accuracy:  0.617, Validation Accuracy:  0.633, Loss:  0.532
Epoch   3 Batch   88/269 - Train Accuracy:  0.640, Validation Accuracy:  0.635, Loss:  0.497
Epoch   3 Batch   89/269 - Train Accuracy:  0.652, Validation Accuracy:  0.632, Loss:  0.495
Epoch   3 Batch   90/269 - Train Accuracy:  0.603, Validation Accuracy:  0.635, Loss:  0.528
Epoch   3 Batch   91/269 - Train Accuracy:  0.643, Validation Accuracy:  0.637, Loss:  0.490
Epoch   3 Batch   92/269 - Train Accuracy:  0.640, Validation Accuracy:  0.643, Loss:  0.495
Epoch   3 Batch   93/269 - Train Accuracy:  0.643, Validation Accuracy:  0.633, Loss:  0.472
Epoch   3 Batch   94/269 - Train Accuracy:  0.619, Validation Accuracy:  0.617, Loss:  0.505
Epoch   3 Batch   95/269 - Train Accuracy:  0.620, Validation Accuracy:  0.611, Loss:  0.499
Epoch   3 Batch   96/269 - Train Accuracy:  0.624, Validation Accuracy:  0.632, Loss:  0.506
Epoch   3 Batch   97/269 - Train Accuracy:  0.629, Validation Accuracy:  0.642, Loss:  0.503
Epoch   3 Batch   98/269 - Train Accuracy:  0.634, Validation Accuracy:  0.634, Loss:  0.500
Epoch   3 Batch   99/269 - Train Accuracy:  0.627, Validation Accuracy:  0.632, Loss:  0.509
Epoch   3 Batch  100/269 - Train Accuracy:  0.664, Validation Accuracy:  0.636, Loss:  0.484
Epoch   3 Batch  101/269 - Train Accuracy:  0.610, Validation Accuracy:  0.642, Loss:  0.529
Epoch   3 Batch  102/269 - Train Accuracy:  0.640, Validation Accuracy:  0.642, Loss:  0.497
Epoch   3 Batch  103/269 - Train Accuracy:  0.631, Validation Accuracy:  0.633, Loss:  0.482
Epoch   3 Batch  104/269 - Train Accuracy:  0.620, Validation Accuracy:  0.625, Loss:  0.494
Epoch   3 Batch  105/269 - Train Accuracy:  0.612, Validation Accuracy:  0.625, Loss:  0.508
Epoch   3 Batch  106/269 - Train Accuracy:  0.629, Validation Accuracy:  0.638, Loss:  0.493
Epoch   3 Batch  107/269 - Train Accuracy:  0.622, Validation Accuracy:  0.638, Loss:  0.519
Epoch   3 Batch  108/269 - Train Accuracy:  0.646, Validation Accuracy:  0.640, Loss:  0.492
Epoch   3 Batch  109/269 - Train Accuracy:  0.620, Validation Accuracy:  0.638, Loss:  0.498
Epoch   3 Batch  110/269 - Train Accuracy:  0.635, Validation Accuracy:  0.634, Loss:  0.481
Epoch   3 Batch  111/269 - Train Accuracy:  0.616, Validation Accuracy:  0.635, Loss:  0.506
Epoch   3 Batch  112/269 - Train Accuracy:  0.639, Validation Accuracy:  0.632, Loss:  0.490
Epoch   3 Batch  113/269 - Train Accuracy:  0.645, Validation Accuracy:  0.627, Loss:  0.471
Epoch   3 Batch  114/269 - Train Accuracy:  0.629, Validation Accuracy:  0.637, Loss:  0.491
Epoch   3 Batch  115/269 - Train Accuracy:  0.617, Validation Accuracy:  0.643, Loss:  0.522
Epoch   3 Batch  116/269 - Train Accuracy:  0.650, Validation Accuracy:  0.651, Loss:  0.485
Epoch   3 Batch  117/269 - Train Accuracy:  0.625, Validation Accuracy:  0.646, Loss:  0.493
Epoch   3 Batch  118/269 - Train Accuracy:  0.671, Validation Accuracy:  0.647, Loss:  0.474
Epoch   3 Batch  119/269 - Train Accuracy:  0.644, Validation Accuracy:  0.652, Loss:  0.497
Epoch   3 Batch  120/269 - Train Accuracy:  0.631, Validation Accuracy:  0.652, Loss:  0.510
Epoch   3 Batch  121/269 - Train Accuracy:  0.636, Validation Accuracy:  0.654, Loss:  0.486
Epoch   3 Batch  122/269 - Train Accuracy:  0.654, Validation Accuracy:  0.647, Loss:  0.479
Epoch   3 Batch  123/269 - Train Accuracy:  0.631, Validation Accuracy:  0.652, Loss:  0.510
Epoch   3 Batch  124/269 - Train Accuracy:  0.650, Validation Accuracy:  0.648, Loss:  0.486
Epoch   3 Batch  125/269 - Train Accuracy:  0.650, Validation Accuracy:  0.650, Loss:  0.495
Epoch   3 Batch  126/269 - Train Accuracy:  0.641, Validation Accuracy:  0.646, Loss:  0.485
Epoch   3 Batch  127/269 - Train Accuracy:  0.627, Validation Accuracy:  0.646, Loss:  0.501
Epoch   3 Batch  128/269 - Train Accuracy:  0.665, Validation Accuracy:  0.648, Loss:  0.482
Epoch   3 Batch  129/269 - Train Accuracy:  0.641, Validation Accuracy:  0.651, Loss:  0.475
Epoch   3 Batch  130/269 - Train Accuracy:  0.619, Validation Accuracy:  0.651, Loss:  0.508
Epoch   3 Batch  131/269 - Train Accuracy:  0.615, Validation Accuracy:  0.635, Loss:  0.501
Epoch   3 Batch  132/269 - Train Accuracy:  0.629, Validation Accuracy:  0.646, Loss:  0.502
Epoch   3 Batch  133/269 - Train Accuracy:  0.646, Validation Accuracy:  0.647, Loss:  0.475
Epoch   3 Batch  134/269 - Train Accuracy:  0.620, Validation Accuracy:  0.645, Loss:  0.500
Epoch   3 Batch  135/269 - Train Accuracy:  0.615, Validation Accuracy:  0.642, Loss:  0.519
Epoch   3 Batch  136/269 - Train Accuracy:  0.614, Validation Accuracy:  0.643, Loss:  0.517
Epoch   3 Batch  137/269 - Train Accuracy:  0.628, Validation Accuracy:  0.646, Loss:  0.512
Epoch   3 Batch  138/269 - Train Accuracy:  0.631, Validation Accuracy:  0.647, Loss:  0.508
Epoch   3 Batch  139/269 - Train Accuracy:  0.661, Validation Accuracy:  0.647, Loss:  0.470
Epoch   3 Batch  140/269 - Train Accuracy:  0.648, Validation Accuracy:  0.652, Loss:  0.496
Epoch   3 Batch  141/269 - Train Accuracy:  0.634, Validation Accuracy:  0.645, Loss:  0.502
Epoch   3 Batch  142/269 - Train Accuracy:  0.652, Validation Accuracy:  0.646, Loss:  0.478
Epoch   3 Batch  143/269 - Train Accuracy:  0.650, Validation Accuracy:  0.638, Loss:  0.482
Epoch   3 Batch  144/269 - Train Accuracy:  0.648, Validation Accuracy:  0.646, Loss:  0.467
Epoch   3 Batch  145/269 - Train Accuracy:  0.648, Validation Accuracy:  0.647, Loss:  0.487
Epoch   3 Batch  146/269 - Train Accuracy:  0.631, Validation Accuracy:  0.637, Loss:  0.475
Epoch   3 Batch  147/269 - Train Accuracy:  0.657, Validation Accuracy:  0.636, Loss:  0.472
Epoch   3 Batch  148/269 - Train Accuracy:  0.632, Validation Accuracy:  0.640, Loss:  0.487
Epoch   3 Batch  149/269 - Train Accuracy:  0.629, Validation Accuracy:  0.636, Loss:  0.488
Epoch   3 Batch  150/269 - Train Accuracy:  0.635, Validation Accuracy:  0.635, Loss:  0.478
Epoch   3 Batch  151/269 - Train Accuracy:  0.671, Validation Accuracy:  0.649, Loss:  0.456
Epoch   3 Batch  152/269 - Train Accuracy:  0.652, Validation Accuracy:  0.654, Loss:  0.481
Epoch   3 Batch  153/269 - Train Accuracy:  0.648, Validation Accuracy:  0.655, Loss:  0.476
Epoch   3 Batch  154/269 - Train Accuracy:  0.631, Validation Accuracy:  0.650, Loss:  0.499
Epoch   3 Batch  155/269 - Train Accuracy:  0.676, Validation Accuracy:  0.651, Loss:  0.455
Epoch   3 Batch  156/269 - Train Accuracy:  0.634, Validation Accuracy:  0.647, Loss:  0.505
Epoch   3 Batch  157/269 - Train Accuracy:  0.632, Validation Accuracy:  0.646, Loss:  0.485
Epoch   3 Batch  158/269 - Train Accuracy:  0.641, Validation Accuracy:  0.648, Loss:  0.490
Epoch   3 Batch  159/269 - Train Accuracy:  0.629, Validation Accuracy:  0.639, Loss:  0.479
Epoch   3 Batch  160/269 - Train Accuracy:  0.640, Validation Accuracy:  0.651, Loss:  0.469
Epoch   3 Batch  161/269 - Train Accuracy:  0.628, Validation Accuracy:  0.652, Loss:  0.480
Epoch   3 Batch  162/269 - Train Accuracy:  0.616, Validation Accuracy:  0.633, Loss:  0.491
Epoch   3 Batch  163/269 - Train Accuracy:  0.632, Validation Accuracy:  0.638, Loss:  0.488
Epoch   3 Batch  164/269 - Train Accuracy:  0.638, Validation Accuracy:  0.642, Loss:  0.480
Epoch   3 Batch  165/269 - Train Accuracy:  0.632, Validation Accuracy:  0.642, Loss:  0.501
Epoch   3 Batch  166/269 - Train Accuracy:  0.648, Validation Accuracy:  0.642, Loss:  0.459
Epoch   3 Batch  167/269 - Train Accuracy:  0.640, Validation Accuracy:  0.647, Loss:  0.482
Epoch   3 Batch  168/269 - Train Accuracy:  0.637, Validation Accuracy:  0.650, Loss:  0.472
Epoch   3 Batch  169/269 - Train Accuracy:  0.637, Validation Accuracy:  0.642, Loss:  0.483
Epoch   3 Batch  170/269 - Train Accuracy:  0.638, Validation Accuracy:  0.644, Loss:  0.475
Epoch   3 Batch  171/269 - Train Accuracy:  0.616, Validation Accuracy:  0.638, Loss:  0.504
Epoch   3 Batch  172/269 - Train Accuracy:  0.617, Validation Accuracy:  0.631, Loss:  0.492
Epoch   3 Batch  173/269 - Train Accuracy:  0.636, Validation Accuracy:  0.644, Loss:  0.466
Epoch   3 Batch  174/269 - Train Accuracy:  0.636, Validation Accuracy:  0.634, Loss:  0.481
Epoch   3 Batch  175/269 - Train Accuracy:  0.641, Validation Accuracy:  0.638, Loss:  0.501
Epoch   3 Batch  176/269 - Train Accuracy:  0.633, Validation Accuracy:  0.648, Loss:  0.506
Epoch   3 Batch  177/269 - Train Accuracy:  0.669, Validation Accuracy:  0.650, Loss:  0.453
Epoch   3 Batch  178/269 - Train Accuracy:  0.632, Validation Accuracy:  0.650, Loss:  0.490
Epoch   3 Batch  179/269 - Train Accuracy:  0.659, Validation Accuracy:  0.649, Loss:  0.483
Epoch   3 Batch  180/269 - Train Accuracy:  0.653, Validation Accuracy:  0.649, Loss:  0.478
Epoch   3 Batch  181/269 - Train Accuracy:  0.636, Validation Accuracy:  0.650, Loss:  0.473
Epoch   3 Batch  182/269 - Train Accuracy:  0.631, Validation Accuracy:  0.627, Loss:  0.476
Epoch   3 Batch  183/269 - Train Accuracy:  0.684, Validation Accuracy:  0.635, Loss:  0.422
Epoch   3 Batch  184/269 - Train Accuracy:  0.621, Validation Accuracy:  0.642, Loss:  0.500
Epoch   3 Batch  185/269 - Train Accuracy:  0.658, Validation Accuracy:  0.651, Loss:  0.465
Epoch   3 Batch  186/269 - Train Accuracy:  0.639, Validation Accuracy:  0.660, Loss:  0.486
Epoch   3 Batch  187/269 - Train Accuracy:  0.662, Validation Accuracy:  0.658, Loss:  0.463
Epoch   3 Batch  188/269 - Train Accuracy:  0.670, Validation Accuracy:  0.658, Loss:  0.460
Epoch   3 Batch  189/269 - Train Accuracy:  0.663, Validation Accuracy:  0.660, Loss:  0.456
Epoch   3 Batch  190/269 - Train Accuracy:  0.658, Validation Accuracy:  0.649, Loss:  0.465
Epoch   3 Batch  191/269 - Train Accuracy:  0.656, Validation Accuracy:  0.654, Loss:  0.464
Epoch   3 Batch  192/269 - Train Accuracy:  0.655, Validation Accuracy:  0.653, Loss:  0.464
Epoch   3 Batch  193/269 - Train Accuracy:  0.653, Validation Accuracy:  0.646, Loss:  0.461
Epoch   3 Batch  194/269 - Train Accuracy:  0.666, Validation Accuracy:  0.649, Loss:  0.466
Epoch   3 Batch  195/269 - Train Accuracy:  0.655, Validation Accuracy:  0.650, Loss:  0.464
Epoch   3 Batch  196/269 - Train Accuracy:  0.633, Validation Accuracy:  0.650, Loss:  0.475
Epoch   3 Batch  197/269 - Train Accuracy:  0.618, Validation Accuracy:  0.656, Loss:  0.491
Epoch   3 Batch  198/269 - Train Accuracy:  0.629, Validation Accuracy:  0.660, Loss:  0.495
Epoch   3 Batch  199/269 - Train Accuracy:  0.640, Validation Accuracy:  0.662, Loss:  0.476
Epoch   3 Batch  200/269 - Train Accuracy:  0.650, Validation Accuracy:  0.665, Loss:  0.490
Epoch   3 Batch  201/269 - Train Accuracy:  0.656, Validation Accuracy:  0.661, Loss:  0.463
Epoch   3 Batch  202/269 - Train Accuracy:  0.655, Validation Accuracy:  0.667, Loss:  0.469
Epoch   3 Batch  203/269 - Train Accuracy:  0.638, Validation Accuracy:  0.660, Loss:  0.492
Epoch   3 Batch  204/269 - Train Accuracy:  0.629, Validation Accuracy:  0.659, Loss:  0.497
Epoch   3 Batch  205/269 - Train Accuracy:  0.638, Validation Accuracy:  0.652, Loss:  0.461
Epoch   3 Batch  206/269 - Train Accuracy:  0.627, Validation Accuracy:  0.643, Loss:  0.485
Epoch   3 Batch  207/269 - Train Accuracy:  0.660, Validation Accuracy:  0.651, Loss:  0.455
Epoch   3 Batch  208/269 - Train Accuracy:  0.646, Validation Accuracy:  0.653, Loss:  0.479
Epoch   3 Batch  209/269 - Train Accuracy:  0.644, Validation Accuracy:  0.660, Loss:  0.474
Epoch   3 Batch  210/269 - Train Accuracy:  0.664, Validation Accuracy:  0.665, Loss:  0.459
Epoch   3 Batch  211/269 - Train Accuracy:  0.648, Validation Accuracy:  0.667, Loss:  0.473
Epoch   3 Batch  212/269 - Train Accuracy:  0.670, Validation Accuracy:  0.667, Loss:  0.464
Epoch   3 Batch  213/269 - Train Accuracy:  0.659, Validation Accuracy:  0.663, Loss:  0.469
Epoch   3 Batch  214/269 - Train Accuracy:  0.675, Validation Accuracy:  0.660, Loss:  0.458
Epoch   3 Batch  215/269 - Train Accuracy:  0.668, Validation Accuracy:  0.658, Loss:  0.436
Epoch   3 Batch  216/269 - Train Accuracy:  0.628, Validation Accuracy:  0.661, Loss:  0.491
Epoch   3 Batch  217/269 - Train Accuracy:  0.622, Validation Accuracy:  0.661, Loss:  0.490
Epoch   3 Batch  218/269 - Train Accuracy:  0.636, Validation Accuracy:  0.663, Loss:  0.473
Epoch   3 Batch  219/269 - Train Accuracy:  0.641, Validation Accuracy:  0.665, Loss:  0.482
Epoch   3 Batch  220/269 - Train Accuracy:  0.664, Validation Accuracy:  0.668, Loss:  0.436
Epoch   3 Batch  221/269 - Train Accuracy:  0.678, Validation Accuracy:  0.670, Loss:  0.451
Epoch   3 Batch  222/269 - Train Accuracy:  0.670, Validation Accuracy:  0.670, Loss:  0.447
Epoch   3 Batch  223/269 - Train Accuracy:  0.658, Validation Accuracy:  0.666, Loss:  0.455
Epoch   3 Batch  224/269 - Train Accuracy:  0.657, Validation Accuracy:  0.665, Loss:  0.469
Epoch   3 Batch  225/269 - Train Accuracy:  0.649, Validation Accuracy:  0.662, Loss:  0.468
Epoch   3 Batch  226/269 - Train Accuracy:  0.653, Validation Accuracy:  0.660, Loss:  0.460
Epoch   3 Batch  227/269 - Train Accuracy:  0.701, Validation Accuracy:  0.652, Loss:  0.404
Epoch   3 Batch  228/269 - Train Accuracy:  0.650, Validation Accuracy:  0.650, Loss:  0.458
Epoch   3 Batch  229/269 - Train Accuracy:  0.659, Validation Accuracy:  0.648, Loss:  0.448
Epoch   3 Batch  230/269 - Train Accuracy:  0.655, Validation Accuracy:  0.652, Loss:  0.466
Epoch   3 Batch  231/269 - Train Accuracy:  0.628, Validation Accuracy:  0.648, Loss:  0.483
Epoch   3 Batch  232/269 - Train Accuracy:  0.633, Validation Accuracy:  0.657, Loss:  0.498
Epoch   3 Batch  233/269 - Train Accuracy:  0.670, Validation Accuracy:  0.663, Loss:  0.467
Epoch   3 Batch  234/269 - Train Accuracy:  0.666, Validation Accuracy:  0.667, Loss:  0.451
Epoch   3 Batch  235/269 - Train Accuracy:  0.669, Validation Accuracy:  0.665, Loss:  0.443
Epoch   3 Batch  236/269 - Train Accuracy:  0.644, Validation Accuracy:  0.666, Loss:  0.453
Epoch   3 Batch  237/269 - Train Accuracy:  0.651, Validation Accuracy:  0.660, Loss:  0.456
Epoch   3 Batch  238/269 - Train Accuracy:  0.675, Validation Accuracy:  0.657, Loss:  0.441
Epoch   3 Batch  239/269 - Train Accuracy:  0.666, Validation Accuracy:  0.656, Loss:  0.450
Epoch   3 Batch  240/269 - Train Accuracy:  0.684, Validation Accuracy:  0.642, Loss:  0.406
Epoch   3 Batch  241/269 - Train Accuracy:  0.648, Validation Accuracy:  0.638, Loss:  0.452
Epoch   3 Batch  242/269 - Train Accuracy:  0.641, Validation Accuracy:  0.651, Loss:  0.457
Epoch   3 Batch  243/269 - Train Accuracy:  0.681, Validation Accuracy:  0.660, Loss:  0.441
Epoch   3 Batch  244/269 - Train Accuracy:  0.645, Validation Accuracy:  0.655, Loss:  0.468
Epoch   3 Batch  245/269 - Train Accuracy:  0.646, Validation Accuracy:  0.667, Loss:  0.477
Epoch   3 Batch  246/269 - Train Accuracy:  0.643, Validation Accuracy:  0.673, Loss:  0.454
Epoch   3 Batch  247/269 - Train Accuracy:  0.633, Validation Accuracy:  0.663, Loss:  0.472
Epoch   3 Batch  248/269 - Train Accuracy:  0.659, Validation Accuracy:  0.655, Loss:  0.453
Epoch   3 Batch  249/269 - Train Accuracy:  0.671, Validation Accuracy:  0.644, Loss:  0.423
Epoch   3 Batch  250/269 - Train Accuracy:  0.649, Validation Accuracy:  0.639, Loss:  0.462
Epoch   3 Batch  251/269 - Train Accuracy:  0.664, Validation Accuracy:  0.645, Loss:  0.444
Epoch   3 Batch  252/269 - Train Accuracy:  0.663, Validation Accuracy:  0.660, Loss:  0.468
Epoch   3 Batch  253/269 - Train Accuracy:  0.651, Validation Accuracy:  0.661, Loss:  0.463
Epoch   3 Batch  254/269 - Train Accuracy:  0.658, Validation Accuracy:  0.658, Loss:  0.467
Epoch   3 Batch  255/269 - Train Accuracy:  0.680, Validation Accuracy:  0.658, Loss:  0.429
Epoch   3 Batch  256/269 - Train Accuracy:  0.647, Validation Accuracy:  0.663, Loss:  0.471
Epoch   3 Batch  257/269 - Train Accuracy:  0.627, Validation Accuracy:  0.654, Loss:  0.462
Epoch   3 Batch  258/269 - Train Accuracy:  0.639, Validation Accuracy:  0.638, Loss:  0.454
Epoch   3 Batch  259/269 - Train Accuracy:  0.652, Validation Accuracy:  0.632, Loss:  0.442
Epoch   3 Batch  260/269 - Train Accuracy:  0.628, Validation Accuracy:  0.645, Loss:  0.478
Epoch   3 Batch  261/269 - Train Accuracy:  0.639, Validation Accuracy:  0.663, Loss:  0.483
Epoch   3 Batch  262/269 - Train Accuracy:  0.649, Validation Accuracy:  0.655, Loss:  0.448
Epoch   3 Batch  263/269 - Train Accuracy:  0.660, Validation Accuracy:  0.670, Loss:  0.472
Epoch   3 Batch  264/269 - Train Accuracy:  0.643, Validation Accuracy:  0.664, Loss:  0.460
Epoch   3 Batch  265/269 - Train Accuracy:  0.649, Validation Accuracy:  0.667, Loss:  0.478
Epoch   3 Batch  266/269 - Train Accuracy:  0.672, Validation Accuracy:  0.663, Loss:  0.446
Epoch   3 Batch  267/269 - Train Accuracy:  0.664, Validation Accuracy:  0.659, Loss:  0.450
Epoch   4 Batch    0/269 - Train Accuracy:  0.636, Validation Accuracy:  0.650, Loss:  0.474
Epoch   4 Batch    1/269 - Train Accuracy:  0.654, Validation Accuracy:  0.650, Loss:  0.464
Epoch   4 Batch    2/269 - Train Accuracy:  0.659, Validation Accuracy:  0.658, Loss:  0.457
Epoch   4 Batch    3/269 - Train Accuracy:  0.661, Validation Accuracy:  0.663, Loss:  0.462
Epoch   4 Batch    4/269 - Train Accuracy:  0.645, Validation Accuracy:  0.665, Loss:  0.479
Epoch   4 Batch    5/269 - Train Accuracy:  0.628, Validation Accuracy:  0.663, Loss:  0.471
Epoch   4 Batch    6/269 - Train Accuracy:  0.668, Validation Accuracy:  0.661, Loss:  0.449
Epoch   4 Batch    7/269 - Train Accuracy:  0.653, Validation Accuracy:  0.648, Loss:  0.437
Epoch   4 Batch    8/269 - Train Accuracy:  0.643, Validation Accuracy:  0.665, Loss:  0.476
Epoch   4 Batch    9/269 - Train Accuracy:  0.653, Validation Accuracy:  0.658, Loss:  0.468
Epoch   4 Batch   10/269 - Train Accuracy:  0.662, Validation Accuracy:  0.669, Loss:  0.471
Epoch   4 Batch   11/269 - Train Accuracy:  0.661, Validation Accuracy:  0.673, Loss:  0.460
Epoch   4 Batch   12/269 - Train Accuracy:  0.635, Validation Accuracy:  0.673, Loss:  0.474
Epoch   4 Batch   13/269 - Train Accuracy:  0.686, Validation Accuracy:  0.669, Loss:  0.418
Epoch   4 Batch   14/269 - Train Accuracy:  0.658, Validation Accuracy:  0.668, Loss:  0.451
Epoch   4 Batch   15/269 - Train Accuracy:  0.640, Validation Accuracy:  0.663, Loss:  0.448
Epoch   4 Batch   16/269 - Train Accuracy:  0.675, Validation Accuracy:  0.654, Loss:  0.443
Epoch   4 Batch   17/269 - Train Accuracy:  0.653, Validation Accuracy:  0.653, Loss:  0.444
Epoch   4 Batch   18/269 - Train Accuracy:  0.644, Validation Accuracy:  0.654, Loss:  0.465
Epoch   4 Batch   19/269 - Train Accuracy:  0.703, Validation Accuracy:  0.672, Loss:  0.418
Epoch   4 Batch   20/269 - Train Accuracy:  0.660, Validation Accuracy:  0.670, Loss:  0.471
Epoch   4 Batch   21/269 - Train Accuracy:  0.649, Validation Accuracy:  0.672, Loss:  0.476
Epoch   4 Batch   22/269 - Train Accuracy:  0.684, Validation Accuracy:  0.669, Loss:  0.437
Epoch   4 Batch   23/269 - Train Accuracy:  0.665, Validation Accuracy:  0.675, Loss:  0.441
Epoch   4 Batch   24/269 - Train Accuracy:  0.644, Validation Accuracy:  0.674, Loss:  0.479
Epoch   4 Batch   25/269 - Train Accuracy:  0.633, Validation Accuracy:  0.669, Loss:  0.476
Epoch   4 Batch   26/269 - Train Accuracy:  0.686, Validation Accuracy:  0.663, Loss:  0.435
Epoch   4 Batch   27/269 - Train Accuracy:  0.641, Validation Accuracy:  0.656, Loss:  0.443
Epoch   4 Batch   28/269 - Train Accuracy:  0.600, Validation Accuracy:  0.641, Loss:  0.494
Epoch   4 Batch   29/269 - Train Accuracy:  0.644, Validation Accuracy:  0.662, Loss:  0.477
Epoch   4 Batch   30/269 - Train Accuracy:  0.671, Validation Accuracy:  0.663, Loss:  0.457
Epoch   4 Batch   31/269 - Train Accuracy:  0.676, Validation Accuracy:  0.671, Loss:  0.434
Epoch   4 Batch   32/269 - Train Accuracy:  0.653, Validation Accuracy:  0.668, Loss:  0.430
Epoch   4 Batch   33/269 - Train Accuracy:  0.679, Validation Accuracy:  0.671, Loss:  0.436
Epoch   4 Batch   34/269 - Train Accuracy:  0.662, Validation Accuracy:  0.674, Loss:  0.439
Epoch   4 Batch   35/269 - Train Accuracy:  0.663, Validation Accuracy:  0.673, Loss:  0.462
Epoch   4 Batch   36/269 - Train Accuracy:  0.670, Validation Accuracy:  0.675, Loss:  0.433
Epoch   4 Batch   37/269 - Train Accuracy:  0.672, Validation Accuracy:  0.670, Loss:  0.435
Epoch   4 Batch   38/269 - Train Accuracy:  0.668, Validation Accuracy:  0.669, Loss:  0.433
Epoch   4 Batch   39/269 - Train Accuracy:  0.670, Validation Accuracy:  0.677, Loss:  0.443
Epoch   4 Batch   40/269 - Train Accuracy:  0.647, Validation Accuracy:  0.674, Loss:  0.465
Epoch   4 Batch   41/269 - Train Accuracy:  0.667, Validation Accuracy:  0.678, Loss:  0.443
Epoch   4 Batch   42/269 - Train Accuracy:  0.685, Validation Accuracy:  0.677, Loss:  0.420
Epoch   4 Batch   43/269 - Train Accuracy:  0.671, Validation Accuracy:  0.677, Loss:  0.447
Epoch   4 Batch   44/269 - Train Accuracy:  0.681, Validation Accuracy:  0.669, Loss:  0.432
Epoch   4 Batch   45/269 - Train Accuracy:  0.660, Validation Accuracy:  0.668, Loss:  0.460
Epoch   4 Batch   46/269 - Train Accuracy:  0.661, Validation Accuracy:  0.672, Loss:  0.456
Epoch   4 Batch   47/269 - Train Accuracy:  0.697, Validation Accuracy:  0.675, Loss:  0.406
Epoch   4 Batch   48/269 - Train Accuracy:  0.683, Validation Accuracy:  0.673, Loss:  0.423
Epoch   4 Batch   49/269 - Train Accuracy:  0.655, Validation Accuracy:  0.675, Loss:  0.442
Epoch   4 Batch   50/269 - Train Accuracy:  0.656, Validation Accuracy:  0.672, Loss:  0.452
Epoch   4 Batch   51/269 - Train Accuracy:  0.661, Validation Accuracy:  0.672, Loss:  0.435
Epoch   4 Batch   52/269 - Train Accuracy:  0.650, Validation Accuracy:  0.668, Loss:  0.419
Epoch   4 Batch   53/269 - Train Accuracy:  0.648, Validation Accuracy:  0.677, Loss:  0.451
Epoch   4 Batch   54/269 - Train Accuracy:  0.687, Validation Accuracy:  0.679, Loss:  0.435
Epoch   4 Batch   55/269 - Train Accuracy:  0.686, Validation Accuracy:  0.689, Loss:  0.433
Epoch   4 Batch   56/269 - Train Accuracy:  0.682, Validation Accuracy:  0.686, Loss:  0.423
Epoch   4 Batch   57/269 - Train Accuracy:  0.687, Validation Accuracy:  0.682, Loss:  0.436
Epoch   4 Batch   58/269 - Train Accuracy:  0.677, Validation Accuracy:  0.675, Loss:  0.415
Epoch   4 Batch   59/269 - Train Accuracy:  0.697, Validation Accuracy:  0.673, Loss:  0.403
Epoch   4 Batch   60/269 - Train Accuracy:  0.671, Validation Accuracy:  0.669, Loss:  0.427
Epoch   4 Batch   61/269 - Train Accuracy:  0.702, Validation Accuracy:  0.673, Loss:  0.406
Epoch   4 Batch   62/269 - Train Accuracy:  0.688, Validation Accuracy:  0.670, Loss:  0.406
Epoch   4 Batch   63/269 - Train Accuracy:  0.673, Validation Accuracy:  0.668, Loss:  0.431
Epoch   4 Batch   64/269 - Train Accuracy:  0.654, Validation Accuracy:  0.667, Loss:  0.426
Epoch   4 Batch   65/269 - Train Accuracy:  0.674, Validation Accuracy:  0.669, Loss:  0.427
Epoch   4 Batch   66/269 - Train Accuracy:  0.659, Validation Accuracy:  0.664, Loss:  0.412
Epoch   4 Batch   67/269 - Train Accuracy:  0.650, Validation Accuracy:  0.652, Loss:  0.428
Epoch   4 Batch   68/269 - Train Accuracy:  0.637, Validation Accuracy:  0.647, Loss:  0.430
Epoch   4 Batch   69/269 - Train Accuracy:  0.639, Validation Accuracy:  0.655, Loss:  0.463
Epoch   4 Batch   70/269 - Train Accuracy:  0.680, Validation Accuracy:  0.664, Loss:  0.415
Epoch   4 Batch   71/269 - Train Accuracy:  0.667, Validation Accuracy:  0.681, Loss:  0.454
Epoch   4 Batch   72/269 - Train Accuracy:  0.669, Validation Accuracy:  0.684, Loss:  0.417
Epoch   4 Batch   73/269 - Train Accuracy:  0.673, Validation Accuracy:  0.681, Loss:  0.416
Epoch   4 Batch   74/269 - Train Accuracy:  0.682, Validation Accuracy:  0.682, Loss:  0.432
Epoch   4 Batch   75/269 - Train Accuracy:  0.635, Validation Accuracy:  0.660, Loss:  0.424
Epoch   4 Batch   76/269 - Train Accuracy:  0.612, Validation Accuracy:  0.649, Loss:  0.438
Epoch   4 Batch   77/269 - Train Accuracy:  0.669, Validation Accuracy:  0.662, Loss:  0.418
Epoch   4 Batch   78/269 - Train Accuracy:  0.690, Validation Accuracy:  0.674, Loss:  0.418
Epoch   4 Batch   79/269 - Train Accuracy:  0.676, Validation Accuracy:  0.683, Loss:  0.424
Epoch   4 Batch   80/269 - Train Accuracy:  0.690, Validation Accuracy:  0.685, Loss:  0.420
Epoch   4 Batch   81/269 - Train Accuracy:  0.684, Validation Accuracy:  0.685, Loss:  0.424
Epoch   4 Batch   82/269 - Train Accuracy:  0.694, Validation Accuracy:  0.688, Loss:  0.408
Epoch   4 Batch   83/269 - Train Accuracy:  0.672, Validation Accuracy:  0.682, Loss:  0.438
Epoch   4 Batch   84/269 - Train Accuracy:  0.678, Validation Accuracy:  0.686, Loss:  0.420
Epoch   4 Batch   85/269 - Train Accuracy:  0.682, Validation Accuracy:  0.680, Loss:  0.430
Epoch   4 Batch   86/269 - Train Accuracy:  0.672, Validation Accuracy:  0.682, Loss:  0.408
Epoch   4 Batch   87/269 - Train Accuracy:  0.637, Validation Accuracy:  0.680, Loss:  0.449
Epoch   4 Batch   88/269 - Train Accuracy:  0.682, Validation Accuracy:  0.689, Loss:  0.415
Epoch   4 Batch   89/269 - Train Accuracy:  0.694, Validation Accuracy:  0.688, Loss:  0.413
Epoch   4 Batch   90/269 - Train Accuracy:  0.650, Validation Accuracy:  0.683, Loss:  0.442
Epoch   4 Batch   91/269 - Train Accuracy:  0.683, Validation Accuracy:  0.683, Loss:  0.410
Epoch   4 Batch   92/269 - Train Accuracy:  0.684, Validation Accuracy:  0.683, Loss:  0.412
Epoch   4 Batch   93/269 - Train Accuracy:  0.684, Validation Accuracy:  0.676, Loss:  0.395
Epoch   4 Batch   94/269 - Train Accuracy:  0.670, Validation Accuracy:  0.674, Loss:  0.420
Epoch   4 Batch   95/269 - Train Accuracy:  0.672, Validation Accuracy:  0.680, Loss:  0.417
Epoch   4 Batch   96/269 - Train Accuracy:  0.674, Validation Accuracy:  0.685, Loss:  0.426
Epoch   4 Batch   97/269 - Train Accuracy:  0.684, Validation Accuracy:  0.690, Loss:  0.418
Epoch   4 Batch   98/269 - Train Accuracy:  0.685, Validation Accuracy:  0.694, Loss:  0.415
Epoch   4 Batch   99/269 - Train Accuracy:  0.687, Validation Accuracy:  0.690, Loss:  0.423
Epoch   4 Batch  100/269 - Train Accuracy:  0.711, Validation Accuracy:  0.689, Loss:  0.407
Epoch   4 Batch  101/269 - Train Accuracy:  0.651, Validation Accuracy:  0.693, Loss:  0.436
Epoch   4 Batch  102/269 - Train Accuracy:  0.682, Validation Accuracy:  0.692, Loss:  0.416
Epoch   4 Batch  103/269 - Train Accuracy:  0.685, Validation Accuracy:  0.689, Loss:  0.401
Epoch   4 Batch  104/269 - Train Accuracy:  0.667, Validation Accuracy:  0.677, Loss:  0.412
Epoch   4 Batch  105/269 - Train Accuracy:  0.677, Validation Accuracy:  0.678, Loss:  0.428
Epoch   4 Batch  106/269 - Train Accuracy:  0.681, Validation Accuracy:  0.679, Loss:  0.409
Epoch   4 Batch  107/269 - Train Accuracy:  0.665, Validation Accuracy:  0.679, Loss:  0.436
Epoch   4 Batch  108/269 - Train Accuracy:  0.678, Validation Accuracy:  0.677, Loss:  0.413
Epoch   4 Batch  109/269 - Train Accuracy:  0.650, Validation Accuracy:  0.677, Loss:  0.420
Epoch   4 Batch  110/269 - Train Accuracy:  0.665, Validation Accuracy:  0.675, Loss:  0.405
Epoch   4 Batch  111/269 - Train Accuracy:  0.649, Validation Accuracy:  0.676, Loss:  0.426
Epoch   4 Batch  112/269 - Train Accuracy:  0.664, Validation Accuracy:  0.671, Loss:  0.412
Epoch   4 Batch  113/269 - Train Accuracy:  0.676, Validation Accuracy:  0.679, Loss:  0.401
Epoch   4 Batch  114/269 - Train Accuracy:  0.661, Validation Accuracy:  0.680, Loss:  0.412
Epoch   4 Batch  115/269 - Train Accuracy:  0.666, Validation Accuracy:  0.694, Loss:  0.445
Epoch   4 Batch  116/269 - Train Accuracy:  0.685, Validation Accuracy:  0.688, Loss:  0.408
Epoch   4 Batch  117/269 - Train Accuracy:  0.675, Validation Accuracy:  0.684, Loss:  0.414
Epoch   4 Batch  118/269 - Train Accuracy:  0.708, Validation Accuracy:  0.692, Loss:  0.403
Epoch   4 Batch  119/269 - Train Accuracy:  0.669, Validation Accuracy:  0.688, Loss:  0.416
Epoch   4 Batch  120/269 - Train Accuracy:  0.677, Validation Accuracy:  0.690, Loss:  0.432
Epoch   4 Batch  121/269 - Train Accuracy:  0.678, Validation Accuracy:  0.692, Loss:  0.408
Epoch   4 Batch  122/269 - Train Accuracy:  0.689, Validation Accuracy:  0.684, Loss:  0.403
Epoch   4 Batch  123/269 - Train Accuracy:  0.673, Validation Accuracy:  0.693, Loss:  0.431
Epoch   4 Batch  124/269 - Train Accuracy:  0.691, Validation Accuracy:  0.692, Loss:  0.407
Epoch   4 Batch  125/269 - Train Accuracy:  0.680, Validation Accuracy:  0.683, Loss:  0.415
Epoch   4 Batch  126/269 - Train Accuracy:  0.682, Validation Accuracy:  0.687, Loss:  0.411
Epoch   4 Batch  127/269 - Train Accuracy:  0.662, Validation Accuracy:  0.689, Loss:  0.416
Epoch   4 Batch  128/269 - Train Accuracy:  0.690, Validation Accuracy:  0.686, Loss:  0.404
Epoch   4 Batch  129/269 - Train Accuracy:  0.689, Validation Accuracy:  0.683, Loss:  0.399
Epoch   4 Batch  130/269 - Train Accuracy:  0.661, Validation Accuracy:  0.684, Loss:  0.422
Epoch   4 Batch  131/269 - Train Accuracy:  0.661, Validation Accuracy:  0.681, Loss:  0.421
Epoch   4 Batch  132/269 - Train Accuracy:  0.666, Validation Accuracy:  0.676, Loss:  0.420
Epoch   4 Batch  133/269 - Train Accuracy:  0.703, Validation Accuracy:  0.683, Loss:  0.399
Epoch   4 Batch  134/269 - Train Accuracy:  0.668, Validation Accuracy:  0.684, Loss:  0.416
Epoch   4 Batch  135/269 - Train Accuracy:  0.648, Validation Accuracy:  0.685, Loss:  0.438
Epoch   4 Batch  136/269 - Train Accuracy:  0.661, Validation Accuracy:  0.687, Loss:  0.433
Epoch   4 Batch  137/269 - Train Accuracy:  0.669, Validation Accuracy:  0.678, Loss:  0.428
Epoch   4 Batch  138/269 - Train Accuracy:  0.684, Validation Accuracy:  0.685, Loss:  0.428
Epoch   4 Batch  139/269 - Train Accuracy:  0.705, Validation Accuracy:  0.693, Loss:  0.394
Epoch   4 Batch  140/269 - Train Accuracy:  0.687, Validation Accuracy:  0.695, Loss:  0.414
Epoch   4 Batch  141/269 - Train Accuracy:  0.687, Validation Accuracy:  0.692, Loss:  0.414
Epoch   4 Batch  142/269 - Train Accuracy:  0.691, Validation Accuracy:  0.693, Loss:  0.397
Epoch   4 Batch  143/269 - Train Accuracy:  0.699, Validation Accuracy:  0.688, Loss:  0.402
Epoch   4 Batch  144/269 - Train Accuracy:  0.706, Validation Accuracy:  0.687, Loss:  0.384
Epoch   4 Batch  145/269 - Train Accuracy:  0.689, Validation Accuracy:  0.684, Loss:  0.401
Epoch   4 Batch  146/269 - Train Accuracy:  0.682, Validation Accuracy:  0.675, Loss:  0.394
Epoch   4 Batch  147/269 - Train Accuracy:  0.692, Validation Accuracy:  0.679, Loss:  0.390
Epoch   4 Batch  148/269 - Train Accuracy:  0.682, Validation Accuracy:  0.687, Loss:  0.404
Epoch   4 Batch  149/269 - Train Accuracy:  0.678, Validation Accuracy:  0.688, Loss:  0.403
Epoch   4 Batch  150/269 - Train Accuracy:  0.684, Validation Accuracy:  0.687, Loss:  0.397
Epoch   4 Batch  151/269 - Train Accuracy:  0.709, Validation Accuracy:  0.693, Loss:  0.378
Epoch   4 Batch  152/269 - Train Accuracy:  0.696, Validation Accuracy:  0.695, Loss:  0.399
Epoch   4 Batch  153/269 - Train Accuracy:  0.690, Validation Accuracy:  0.696, Loss:  0.397
Epoch   4 Batch  154/269 - Train Accuracy:  0.683, Validation Accuracy:  0.690, Loss:  0.415
Epoch   4 Batch  155/269 - Train Accuracy:  0.695, Validation Accuracy:  0.687, Loss:  0.378
Epoch   4 Batch  156/269 - Train Accuracy:  0.681, Validation Accuracy:  0.691, Loss:  0.416
Epoch   4 Batch  157/269 - Train Accuracy:  0.684, Validation Accuracy:  0.694, Loss:  0.405
Epoch   4 Batch  158/269 - Train Accuracy:  0.685, Validation Accuracy:  0.699, Loss:  0.405
Epoch   4 Batch  159/269 - Train Accuracy:  0.692, Validation Accuracy:  0.695, Loss:  0.392
Epoch   4 Batch  160/269 - Train Accuracy:  0.684, Validation Accuracy:  0.696, Loss:  0.382
Epoch   4 Batch  161/269 - Train Accuracy:  0.673, Validation Accuracy:  0.689, Loss:  0.397
Epoch   4 Batch  162/269 - Train Accuracy:  0.683, Validation Accuracy:  0.688, Loss:  0.408
Epoch   4 Batch  163/269 - Train Accuracy:  0.686, Validation Accuracy:  0.689, Loss:  0.401
Epoch   4 Batch  164/269 - Train Accuracy:  0.689, Validation Accuracy:  0.695, Loss:  0.391
Epoch   4 Batch  165/269 - Train Accuracy:  0.664, Validation Accuracy:  0.680, Loss:  0.410
Epoch   4 Batch  166/269 - Train Accuracy:  0.698, Validation Accuracy:  0.680, Loss:  0.380
Epoch   4 Batch  167/269 - Train Accuracy:  0.687, Validation Accuracy:  0.689, Loss:  0.397
Epoch   4 Batch  168/269 - Train Accuracy:  0.690, Validation Accuracy:  0.698, Loss:  0.390
Epoch   4 Batch  169/269 - Train Accuracy:  0.694, Validation Accuracy:  0.697, Loss:  0.399
Epoch   4 Batch  170/269 - Train Accuracy:  0.689, Validation Accuracy:  0.689, Loss:  0.385
Epoch   4 Batch  171/269 - Train Accuracy:  0.677, Validation Accuracy:  0.693, Loss:  0.414
Epoch   4 Batch  172/269 - Train Accuracy:  0.674, Validation Accuracy:  0.691, Loss:  0.401
Epoch   4 Batch  173/269 - Train Accuracy:  0.689, Validation Accuracy:  0.691, Loss:  0.380
Epoch   4 Batch  174/269 - Train Accuracy:  0.688, Validation Accuracy:  0.691, Loss:  0.391
Epoch   4 Batch  175/269 - Train Accuracy:  0.703, Validation Accuracy:  0.699, Loss:  0.409
Epoch   4 Batch  176/269 - Train Accuracy:  0.682, Validation Accuracy:  0.706, Loss:  0.416
Epoch   4 Batch  177/269 - Train Accuracy:  0.710, Validation Accuracy:  0.705, Loss:  0.368
Epoch   4 Batch  178/269 - Train Accuracy:  0.690, Validation Accuracy:  0.700, Loss:  0.399
Epoch   4 Batch  179/269 - Train Accuracy:  0.690, Validation Accuracy:  0.691, Loss:  0.391
Epoch   4 Batch  180/269 - Train Accuracy:  0.696, Validation Accuracy:  0.689, Loss:  0.391
Epoch   4 Batch  181/269 - Train Accuracy:  0.675, Validation Accuracy:  0.687, Loss:  0.393
Epoch   4 Batch  182/269 - Train Accuracy:  0.701, Validation Accuracy:  0.686, Loss:  0.393
Epoch   4 Batch  183/269 - Train Accuracy:  0.723, Validation Accuracy:  0.687, Loss:  0.347
Epoch   4 Batch  184/269 - Train Accuracy:  0.673, Validation Accuracy:  0.693, Loss:  0.413
Epoch   4 Batch  185/269 - Train Accuracy:  0.696, Validation Accuracy:  0.697, Loss:  0.387
Epoch   4 Batch  186/269 - Train Accuracy:  0.674, Validation Accuracy:  0.689, Loss:  0.400
Epoch   4 Batch  187/269 - Train Accuracy:  0.684, Validation Accuracy:  0.694, Loss:  0.389
Epoch   4 Batch  188/269 - Train Accuracy:  0.695, Validation Accuracy:  0.698, Loss:  0.380
Epoch   4 Batch  189/269 - Train Accuracy:  0.702, Validation Accuracy:  0.691, Loss:  0.375
Epoch   4 Batch  190/269 - Train Accuracy:  0.711, Validation Accuracy:  0.686, Loss:  0.384
Epoch   4 Batch  191/269 - Train Accuracy:  0.703, Validation Accuracy:  0.680, Loss:  0.381
Epoch   4 Batch  192/269 - Train Accuracy:  0.684, Validation Accuracy:  0.684, Loss:  0.382
Epoch   4 Batch  193/269 - Train Accuracy:  0.700, Validation Accuracy:  0.682, Loss:  0.386
Epoch   4 Batch  194/269 - Train Accuracy:  0.705, Validation Accuracy:  0.678, Loss:  0.391
Epoch   4 Batch  195/269 - Train Accuracy:  0.689, Validation Accuracy:  0.689, Loss:  0.393
Epoch   4 Batch  196/269 - Train Accuracy:  0.677, Validation Accuracy:  0.691, Loss:  0.391
Epoch   4 Batch  197/269 - Train Accuracy:  0.656, Validation Accuracy:  0.685, Loss:  0.406
Epoch   4 Batch  198/269 - Train Accuracy:  0.667, Validation Accuracy:  0.683, Loss:  0.407
Epoch   4 Batch  199/269 - Train Accuracy:  0.669, Validation Accuracy:  0.676, Loss:  0.389
Epoch   4 Batch  200/269 - Train Accuracy:  0.699, Validation Accuracy:  0.695, Loss:  0.402
Epoch   4 Batch  201/269 - Train Accuracy:  0.690, Validation Accuracy:  0.693, Loss:  0.384
Epoch   4 Batch  202/269 - Train Accuracy:  0.699, Validation Accuracy:  0.692, Loss:  0.379
Epoch   4 Batch  203/269 - Train Accuracy:  0.678, Validation Accuracy:  0.693, Loss:  0.407
Epoch   4 Batch  204/269 - Train Accuracy:  0.676, Validation Accuracy:  0.690, Loss:  0.410
Epoch   4 Batch  205/269 - Train Accuracy:  0.676, Validation Accuracy:  0.673, Loss:  0.382
Epoch   4 Batch  206/269 - Train Accuracy:  0.682, Validation Accuracy:  0.682, Loss:  0.400
Epoch   4 Batch  207/269 - Train Accuracy:  0.701, Validation Accuracy:  0.693, Loss:  0.376
Epoch   4 Batch  208/269 - Train Accuracy:  0.686, Validation Accuracy:  0.701, Loss:  0.396
Epoch   4 Batch  209/269 - Train Accuracy:  0.690, Validation Accuracy:  0.697, Loss:  0.391
Epoch   4 Batch  210/269 - Train Accuracy:  0.698, Validation Accuracy:  0.704, Loss:  0.377
Epoch   4 Batch  211/269 - Train Accuracy:  0.699, Validation Accuracy:  0.705, Loss:  0.394
Epoch   4 Batch  212/269 - Train Accuracy:  0.703, Validation Accuracy:  0.699, Loss:  0.386
Epoch   4 Batch  213/269 - Train Accuracy:  0.689, Validation Accuracy:  0.693, Loss:  0.389
Epoch   4 Batch  214/269 - Train Accuracy:  0.701, Validation Accuracy:  0.699, Loss:  0.378
Epoch   4 Batch  215/269 - Train Accuracy:  0.709, Validation Accuracy:  0.692, Loss:  0.362
Epoch   4 Batch  216/269 - Train Accuracy:  0.664, Validation Accuracy:  0.690, Loss:  0.405
Epoch   4 Batch  217/269 - Train Accuracy:  0.661, Validation Accuracy:  0.693, Loss:  0.406
Epoch   4 Batch  218/269 - Train Accuracy:  0.684, Validation Accuracy:  0.699, Loss:  0.386
Epoch   4 Batch  219/269 - Train Accuracy:  0.689, Validation Accuracy:  0.705, Loss:  0.397
Epoch   4 Batch  220/269 - Train Accuracy:  0.709, Validation Accuracy:  0.700, Loss:  0.358
Epoch   4 Batch  221/269 - Train Accuracy:  0.709, Validation Accuracy:  0.703, Loss:  0.375
Epoch   4 Batch  222/269 - Train Accuracy:  0.706, Validation Accuracy:  0.705, Loss:  0.368
Epoch   4 Batch  223/269 - Train Accuracy:  0.688, Validation Accuracy:  0.705, Loss:  0.373
Epoch   4 Batch  224/269 - Train Accuracy:  0.695, Validation Accuracy:  0.705, Loss:  0.381
Epoch   4 Batch  225/269 - Train Accuracy:  0.693, Validation Accuracy:  0.700, Loss:  0.379
Epoch   4 Batch  226/269 - Train Accuracy:  0.692, Validation Accuracy:  0.700, Loss:  0.382
Epoch   4 Batch  227/269 - Train Accuracy:  0.729, Validation Accuracy:  0.689, Loss:  0.337
Epoch   4 Batch  228/269 - Train Accuracy:  0.695, Validation Accuracy:  0.681, Loss:  0.373
Epoch   4 Batch  229/269 - Train Accuracy:  0.678, Validation Accuracy:  0.685, Loss:  0.368
Epoch   4 Batch  230/269 - Train Accuracy:  0.687, Validation Accuracy:  0.692, Loss:  0.394
Epoch   4 Batch  231/269 - Train Accuracy:  0.662, Validation Accuracy:  0.696, Loss:  0.407
Epoch   4 Batch  232/269 - Train Accuracy:  0.670, Validation Accuracy:  0.701, Loss:  0.418
Epoch   4 Batch  233/269 - Train Accuracy:  0.705, Validation Accuracy:  0.705, Loss:  0.381
Epoch   4 Batch  234/269 - Train Accuracy:  0.709, Validation Accuracy:  0.700, Loss:  0.372
Epoch   4 Batch  235/269 - Train Accuracy:  0.706, Validation Accuracy:  0.701, Loss:  0.370
Epoch   4 Batch  236/269 - Train Accuracy:  0.691, Validation Accuracy:  0.699, Loss:  0.372
Epoch   4 Batch  237/269 - Train Accuracy:  0.698, Validation Accuracy:  0.693, Loss:  0.376
Epoch   4 Batch  238/269 - Train Accuracy:  0.705, Validation Accuracy:  0.691, Loss:  0.357
Epoch   4 Batch  239/269 - Train Accuracy:  0.687, Validation Accuracy:  0.681, Loss:  0.376
Epoch   4 Batch  240/269 - Train Accuracy:  0.721, Validation Accuracy:  0.682, Loss:  0.335
Epoch   4 Batch  241/269 - Train Accuracy:  0.696, Validation Accuracy:  0.680, Loss:  0.372
Epoch   4 Batch  242/269 - Train Accuracy:  0.693, Validation Accuracy:  0.688, Loss:  0.379
Epoch   4 Batch  243/269 - Train Accuracy:  0.717, Validation Accuracy:  0.705, Loss:  0.362
Epoch   4 Batch  244/269 - Train Accuracy:  0.691, Validation Accuracy:  0.709, Loss:  0.386
Epoch   4 Batch  245/269 - Train Accuracy:  0.699, Validation Accuracy:  0.717, Loss:  0.390
Epoch   4 Batch  246/269 - Train Accuracy:  0.692, Validation Accuracy:  0.707, Loss:  0.371
Epoch   4 Batch  247/269 - Train Accuracy:  0.686, Validation Accuracy:  0.695, Loss:  0.383
Epoch   4 Batch  248/269 - Train Accuracy:  0.685, Validation Accuracy:  0.703, Loss:  0.377
Epoch   4 Batch  249/269 - Train Accuracy:  0.706, Validation Accuracy:  0.689, Loss:  0.347
Epoch   4 Batch  250/269 - Train Accuracy:  0.689, Validation Accuracy:  0.693, Loss:  0.377
Epoch   4 Batch  251/269 - Train Accuracy:  0.687, Validation Accuracy:  0.683, Loss:  0.366
Epoch   4 Batch  252/269 - Train Accuracy:  0.685, Validation Accuracy:  0.687, Loss:  0.385
Epoch   4 Batch  253/269 - Train Accuracy:  0.686, Validation Accuracy:  0.701, Loss:  0.383
Epoch   4 Batch  254/269 - Train Accuracy:  0.698, Validation Accuracy:  0.707, Loss:  0.378
Epoch   4 Batch  255/269 - Train Accuracy:  0.725, Validation Accuracy:  0.712, Loss:  0.351
Epoch   4 Batch  256/269 - Train Accuracy:  0.688, Validation Accuracy:  0.708, Loss:  0.378
Epoch   4 Batch  257/269 - Train Accuracy:  0.675, Validation Accuracy:  0.694, Loss:  0.381
Epoch   4 Batch  258/269 - Train Accuracy:  0.668, Validation Accuracy:  0.674, Loss:  0.370
Epoch   4 Batch  259/269 - Train Accuracy:  0.680, Validation Accuracy:  0.673, Loss:  0.356
Epoch   4 Batch  260/269 - Train Accuracy:  0.664, Validation Accuracy:  0.682, Loss:  0.385
Epoch   4 Batch  261/269 - Train Accuracy:  0.688, Validation Accuracy:  0.693, Loss:  0.388
Epoch   4 Batch  262/269 - Train Accuracy:  0.706, Validation Accuracy:  0.706, Loss:  0.354
Epoch   4 Batch  263/269 - Train Accuracy:  0.698, Validation Accuracy:  0.708, Loss:  0.374
Epoch   4 Batch  264/269 - Train Accuracy:  0.682, Validation Accuracy:  0.708, Loss:  0.370
Epoch   4 Batch  265/269 - Train Accuracy:  0.681, Validation Accuracy:  0.704, Loss:  0.383
Epoch   4 Batch  266/269 - Train Accuracy:  0.707, Validation Accuracy:  0.694, Loss:  0.359
Epoch   4 Batch  267/269 - Train Accuracy:  0.695, Validation Accuracy:  0.692, Loss:  0.366
Epoch   5 Batch    0/269 - Train Accuracy:  0.668, Validation Accuracy:  0.685, Loss:  0.378
Epoch   5 Batch    1/269 - Train Accuracy:  0.677, Validation Accuracy:  0.685, Loss:  0.368
Epoch   5 Batch    2/269 - Train Accuracy:  0.692, Validation Accuracy:  0.691, Loss:  0.363
Epoch   5 Batch    3/269 - Train Accuracy:  0.696, Validation Accuracy:  0.697, Loss:  0.369
Epoch   5 Batch    4/269 - Train Accuracy:  0.678, Validation Accuracy:  0.705, Loss:  0.385
Epoch   5 Batch    5/269 - Train Accuracy:  0.678, Validation Accuracy:  0.692, Loss:  0.373
Epoch   5 Batch    6/269 - Train Accuracy:  0.706, Validation Accuracy:  0.696, Loss:  0.360
Epoch   5 Batch    7/269 - Train Accuracy:  0.706, Validation Accuracy:  0.703, Loss:  0.349
Epoch   5 Batch    8/269 - Train Accuracy:  0.685, Validation Accuracy:  0.702, Loss:  0.379
Epoch   5 Batch    9/269 - Train Accuracy:  0.691, Validation Accuracy:  0.700, Loss:  0.374
Epoch   5 Batch   10/269 - Train Accuracy:  0.708, Validation Accuracy:  0.703, Loss:  0.378
Epoch   5 Batch   11/269 - Train Accuracy:  0.705, Validation Accuracy:  0.715, Loss:  0.371
Epoch   5 Batch   12/269 - Train Accuracy:  0.672, Validation Accuracy:  0.706, Loss:  0.378
Epoch   5 Batch   13/269 - Train Accuracy:  0.729, Validation Accuracy:  0.709, Loss:  0.335
Epoch   5 Batch   14/269 - Train Accuracy:  0.698, Validation Accuracy:  0.709, Loss:  0.363
Epoch   5 Batch   15/269 - Train Accuracy:  0.688, Validation Accuracy:  0.707, Loss:  0.356
Epoch   5 Batch   16/269 - Train Accuracy:  0.730, Validation Accuracy:  0.707, Loss:  0.352
Epoch   5 Batch   17/269 - Train Accuracy:  0.695, Validation Accuracy:  0.700, Loss:  0.352
Epoch   5 Batch   18/269 - Train Accuracy:  0.683, Validation Accuracy:  0.693, Loss:  0.370
Epoch   5 Batch   19/269 - Train Accuracy:  0.729, Validation Accuracy:  0.700, Loss:  0.327
Epoch   5 Batch   20/269 - Train Accuracy:  0.694, Validation Accuracy:  0.698, Loss:  0.371
Epoch   5 Batch   21/269 - Train Accuracy:  0.702, Validation Accuracy:  0.711, Loss:  0.380
Epoch   5 Batch   22/269 - Train Accuracy:  0.727, Validation Accuracy:  0.720, Loss:  0.347
Epoch   5 Batch   23/269 - Train Accuracy:  0.719, Validation Accuracy:  0.725, Loss:  0.342
Epoch   5 Batch   24/269 - Train Accuracy:  0.693, Validation Accuracy:  0.720, Loss:  0.371
Epoch   5 Batch   25/269 - Train Accuracy:  0.693, Validation Accuracy:  0.720, Loss:  0.371
Epoch   5 Batch   26/269 - Train Accuracy:  0.727, Validation Accuracy:  0.704, Loss:  0.332
Epoch   5 Batch   27/269 - Train Accuracy:  0.691, Validation Accuracy:  0.706, Loss:  0.349
Epoch   5 Batch   28/269 - Train Accuracy:  0.657, Validation Accuracy:  0.697, Loss:  0.382
Epoch   5 Batch   29/269 - Train Accuracy:  0.696, Validation Accuracy:  0.697, Loss:  0.378
Epoch   5 Batch   30/269 - Train Accuracy:  0.696, Validation Accuracy:  0.699, Loss:  0.357
Epoch   5 Batch   31/269 - Train Accuracy:  0.714, Validation Accuracy:  0.710, Loss:  0.341
Epoch   5 Batch   32/269 - Train Accuracy:  0.693, Validation Accuracy:  0.703, Loss:  0.338
Epoch   5 Batch   33/269 - Train Accuracy:  0.718, Validation Accuracy:  0.704, Loss:  0.349
Epoch   5 Batch   34/269 - Train Accuracy:  0.702, Validation Accuracy:  0.703, Loss:  0.346
Epoch   5 Batch   35/269 - Train Accuracy:  0.693, Validation Accuracy:  0.703, Loss:  0.376
Epoch   5 Batch   36/269 - Train Accuracy:  0.709, Validation Accuracy:  0.708, Loss:  0.355
Epoch   5 Batch   37/269 - Train Accuracy:  0.717, Validation Accuracy:  0.709, Loss:  0.348
Epoch   5 Batch   38/269 - Train Accuracy:  0.705, Validation Accuracy:  0.707, Loss:  0.344
Epoch   5 Batch   39/269 - Train Accuracy:  0.710, Validation Accuracy:  0.697, Loss:  0.349
Epoch   5 Batch   40/269 - Train Accuracy:  0.695, Validation Accuracy:  0.701, Loss:  0.381
Epoch   5 Batch   41/269 - Train Accuracy:  0.697, Validation Accuracy:  0.707, Loss:  0.354
Epoch   5 Batch   42/269 - Train Accuracy:  0.716, Validation Accuracy:  0.711, Loss:  0.330
Epoch   5 Batch   43/269 - Train Accuracy:  0.702, Validation Accuracy:  0.707, Loss:  0.356
Epoch   5 Batch   44/269 - Train Accuracy:  0.723, Validation Accuracy:  0.706, Loss:  0.346
Epoch   5 Batch   45/269 - Train Accuracy:  0.695, Validation Accuracy:  0.697, Loss:  0.367
Epoch   5 Batch   46/269 - Train Accuracy:  0.702, Validation Accuracy:  0.702, Loss:  0.361
Epoch   5 Batch   47/269 - Train Accuracy:  0.726, Validation Accuracy:  0.709, Loss:  0.324
Epoch   5 Batch   48/269 - Train Accuracy:  0.718, Validation Accuracy:  0.704, Loss:  0.332
Epoch   5 Batch   49/269 - Train Accuracy:  0.696, Validation Accuracy:  0.712, Loss:  0.355
Epoch   5 Batch   50/269 - Train Accuracy:  0.710, Validation Accuracy:  0.709, Loss:  0.355
Epoch   5 Batch   51/269 - Train Accuracy:  0.694, Validation Accuracy:  0.703, Loss:  0.350
Epoch   5 Batch   52/269 - Train Accuracy:  0.691, Validation Accuracy:  0.706, Loss:  0.342
Epoch   5 Batch   53/269 - Train Accuracy:  0.679, Validation Accuracy:  0.698, Loss:  0.354
Epoch   5 Batch   54/269 - Train Accuracy:  0.717, Validation Accuracy:  0.710, Loss:  0.351
Epoch   5 Batch   55/269 - Train Accuracy:  0.705, Validation Accuracy:  0.702, Loss:  0.345
Epoch   5 Batch   56/269 - Train Accuracy:  0.720, Validation Accuracy:  0.715, Loss:  0.347
Epoch   5 Batch   57/269 - Train Accuracy:  0.702, Validation Accuracy:  0.710, Loss:  0.346
Epoch   5 Batch   58/269 - Train Accuracy:  0.711, Validation Accuracy:  0.717, Loss:  0.337
Epoch   5 Batch   59/269 - Train Accuracy:  0.740, Validation Accuracy:  0.714, Loss:  0.323
Epoch   5 Batch   60/269 - Train Accuracy:  0.703, Validation Accuracy:  0.706, Loss:  0.347
Epoch   5 Batch   61/269 - Train Accuracy:  0.728, Validation Accuracy:  0.703, Loss:  0.323
Epoch   5 Batch   62/269 - Train Accuracy:  0.716, Validation Accuracy:  0.707, Loss:  0.334
Epoch   5 Batch   63/269 - Train Accuracy:  0.719, Validation Accuracy:  0.710, Loss:  0.342
Epoch   5 Batch   64/269 - Train Accuracy:  0.698, Validation Accuracy:  0.697, Loss:  0.343
Epoch   5 Batch   65/269 - Train Accuracy:  0.695, Validation Accuracy:  0.696, Loss:  0.340
Epoch   5 Batch   66/269 - Train Accuracy:  0.696, Validation Accuracy:  0.697, Loss:  0.333
Epoch   5 Batch   67/269 - Train Accuracy:  0.688, Validation Accuracy:  0.697, Loss:  0.347
Epoch   5 Batch   68/269 - Train Accuracy:  0.676, Validation Accuracy:  0.692, Loss:  0.345
Epoch   5 Batch   69/269 - Train Accuracy:  0.669, Validation Accuracy:  0.700, Loss:  0.375
Epoch   5 Batch   70/269 - Train Accuracy:  0.715, Validation Accuracy:  0.704, Loss:  0.332
Epoch   5 Batch   71/269 - Train Accuracy:  0.698, Validation Accuracy:  0.707, Loss:  0.364
Epoch   5 Batch   72/269 - Train Accuracy:  0.704, Validation Accuracy:  0.723, Loss:  0.337
Epoch   5 Batch   73/269 - Train Accuracy:  0.697, Validation Accuracy:  0.722, Loss:  0.334
Epoch   5 Batch   74/269 - Train Accuracy:  0.703, Validation Accuracy:  0.714, Loss:  0.346
Epoch   5 Batch   75/269 - Train Accuracy:  0.678, Validation Accuracy:  0.694, Loss:  0.341
Epoch   5 Batch   76/269 - Train Accuracy:  0.659, Validation Accuracy:  0.688, Loss:  0.351
Epoch   5 Batch   77/269 - Train Accuracy:  0.714, Validation Accuracy:  0.698, Loss:  0.335
Epoch   5 Batch   78/269 - Train Accuracy:  0.723, Validation Accuracy:  0.715, Loss:  0.338
Epoch   5 Batch   79/269 - Train Accuracy:  0.715, Validation Accuracy:  0.705, Loss:  0.339
Epoch   5 Batch   80/269 - Train Accuracy:  0.719, Validation Accuracy:  0.712, Loss:  0.342
Epoch   5 Batch   81/269 - Train Accuracy:  0.715, Validation Accuracy:  0.713, Loss:  0.337
Epoch   5 Batch   82/269 - Train Accuracy:  0.722, Validation Accuracy:  0.717, Loss:  0.325
Epoch   5 Batch   83/269 - Train Accuracy:  0.695, Validation Accuracy:  0.700, Loss:  0.352
Epoch   5 Batch   84/269 - Train Accuracy:  0.702, Validation Accuracy:  0.702, Loss:  0.332
Epoch   5 Batch   85/269 - Train Accuracy:  0.707, Validation Accuracy:  0.694, Loss:  0.339
Epoch   5 Batch   86/269 - Train Accuracy:  0.697, Validation Accuracy:  0.700, Loss:  0.328
Epoch   5 Batch   87/269 - Train Accuracy:  0.681, Validation Accuracy:  0.695, Loss:  0.354
Epoch   5 Batch   88/269 - Train Accuracy:  0.718, Validation Accuracy:  0.708, Loss:  0.329
Epoch   5 Batch   89/269 - Train Accuracy:  0.731, Validation Accuracy:  0.717, Loss:  0.327
Epoch   5 Batch   90/269 - Train Accuracy:  0.674, Validation Accuracy:  0.719, Loss:  0.356
Epoch   5 Batch   91/269 - Train Accuracy:  0.711, Validation Accuracy:  0.707, Loss:  0.328
Epoch   5 Batch   92/269 - Train Accuracy:  0.702, Validation Accuracy:  0.699, Loss:  0.333
Epoch   5 Batch   93/269 - Train Accuracy:  0.715, Validation Accuracy:  0.700, Loss:  0.311
Epoch   5 Batch   94/269 - Train Accuracy:  0.704, Validation Accuracy:  0.716, Loss:  0.341
Epoch   5 Batch   95/269 - Train Accuracy:  0.708, Validation Accuracy:  0.710, Loss:  0.328
Epoch   5 Batch   96/269 - Train Accuracy:  0.707, Validation Accuracy:  0.712, Loss:  0.336
Epoch   5 Batch   97/269 - Train Accuracy:  0.707, Validation Accuracy:  0.710, Loss:  0.335
Epoch   5 Batch   98/269 - Train Accuracy:  0.720, Validation Accuracy:  0.718, Loss:  0.331
Epoch   5 Batch   99/269 - Train Accuracy:  0.718, Validation Accuracy:  0.716, Loss:  0.333
Epoch   5 Batch  100/269 - Train Accuracy:  0.743, Validation Accuracy:  0.724, Loss:  0.326
Epoch   5 Batch  101/269 - Train Accuracy:  0.693, Validation Accuracy:  0.725, Loss:  0.350
Epoch   5 Batch  102/269 - Train Accuracy:  0.711, Validation Accuracy:  0.715, Loss:  0.331
Epoch   5 Batch  103/269 - Train Accuracy:  0.714, Validation Accuracy:  0.709, Loss:  0.323
Epoch   5 Batch  104/269 - Train Accuracy:  0.714, Validation Accuracy:  0.710, Loss:  0.332
Epoch   5 Batch  105/269 - Train Accuracy:  0.699, Validation Accuracy:  0.705, Loss:  0.339
Epoch   5 Batch  106/269 - Train Accuracy:  0.705, Validation Accuracy:  0.703, Loss:  0.325
Epoch   5 Batch  107/269 - Train Accuracy:  0.694, Validation Accuracy:  0.698, Loss:  0.343
Epoch   5 Batch  108/269 - Train Accuracy:  0.707, Validation Accuracy:  0.706, Loss:  0.326
Epoch   5 Batch  109/269 - Train Accuracy:  0.687, Validation Accuracy:  0.695, Loss:  0.329
Epoch   5 Batch  110/269 - Train Accuracy:  0.705, Validation Accuracy:  0.700, Loss:  0.318
Epoch   5 Batch  111/269 - Train Accuracy:  0.677, Validation Accuracy:  0.706, Loss:  0.335
Epoch   5 Batch  112/269 - Train Accuracy:  0.724, Validation Accuracy:  0.709, Loss:  0.329
Epoch   5 Batch  113/269 - Train Accuracy:  0.712, Validation Accuracy:  0.706, Loss:  0.313
Epoch   5 Batch  114/269 - Train Accuracy:  0.696, Validation Accuracy:  0.713, Loss:  0.332
Epoch   5 Batch  115/269 - Train Accuracy:  0.694, Validation Accuracy:  0.722, Loss:  0.346
Epoch   5 Batch  116/269 - Train Accuracy:  0.711, Validation Accuracy:  0.721, Loss:  0.322
Epoch   5 Batch  117/269 - Train Accuracy:  0.724, Validation Accuracy:  0.723, Loss:  0.327
Epoch   5 Batch  118/269 - Train Accuracy:  0.741, Validation Accuracy:  0.722, Loss:  0.315
Epoch   5 Batch  119/269 - Train Accuracy:  0.712, Validation Accuracy:  0.728, Loss:  0.333
Epoch   5 Batch  120/269 - Train Accuracy:  0.712, Validation Accuracy:  0.732, Loss:  0.342
Epoch   5 Batch  121/269 - Train Accuracy:  0.707, Validation Accuracy:  0.721, Loss:  0.327
Epoch   5 Batch  122/269 - Train Accuracy:  0.727, Validation Accuracy:  0.717, Loss:  0.318
Epoch   5 Batch  123/269 - Train Accuracy:  0.703, Validation Accuracy:  0.714, Loss:  0.335
Epoch   5 Batch  124/269 - Train Accuracy:  0.717, Validation Accuracy:  0.710, Loss:  0.324
Epoch   5 Batch  125/269 - Train Accuracy:  0.721, Validation Accuracy:  0.711, Loss:  0.327
Epoch   5 Batch  126/269 - Train Accuracy:  0.716, Validation Accuracy:  0.727, Loss:  0.327
Epoch   5 Batch  127/269 - Train Accuracy:  0.702, Validation Accuracy:  0.724, Loss:  0.328
Epoch   5 Batch  128/269 - Train Accuracy:  0.729, Validation Accuracy:  0.719, Loss:  0.321
Epoch   5 Batch  129/269 - Train Accuracy:  0.729, Validation Accuracy:  0.716, Loss:  0.312
Epoch   5 Batch  130/269 - Train Accuracy:  0.700, Validation Accuracy:  0.707, Loss:  0.333
Epoch   5 Batch  131/269 - Train Accuracy:  0.685, Validation Accuracy:  0.698, Loss:  0.331
Epoch   5 Batch  132/269 - Train Accuracy:  0.694, Validation Accuracy:  0.705, Loss:  0.331
Epoch   5 Batch  133/269 - Train Accuracy:  0.737, Validation Accuracy:  0.707, Loss:  0.309
Epoch   5 Batch  134/269 - Train Accuracy:  0.705, Validation Accuracy:  0.714, Loss:  0.325
Epoch   5 Batch  135/269 - Train Accuracy:  0.691, Validation Accuracy:  0.719, Loss:  0.341
Epoch   5 Batch  136/269 - Train Accuracy:  0.692, Validation Accuracy:  0.719, Loss:  0.340
Epoch   5 Batch  137/269 - Train Accuracy:  0.709, Validation Accuracy:  0.711, Loss:  0.339
Epoch   5 Batch  138/269 - Train Accuracy:  0.713, Validation Accuracy:  0.715, Loss:  0.338
Epoch   5 Batch  139/269 - Train Accuracy:  0.741, Validation Accuracy:  0.718, Loss:  0.308
Epoch   5 Batch  140/269 - Train Accuracy:  0.723, Validation Accuracy:  0.716, Loss:  0.325
Epoch   5 Batch  141/269 - Train Accuracy:  0.729, Validation Accuracy:  0.717, Loss:  0.329
Epoch   5 Batch  142/269 - Train Accuracy:  0.727, Validation Accuracy:  0.714, Loss:  0.308
Epoch   5 Batch  143/269 - Train Accuracy:  0.737, Validation Accuracy:  0.715, Loss:  0.314
Epoch   5 Batch  144/269 - Train Accuracy:  0.739, Validation Accuracy:  0.717, Loss:  0.297
Epoch   5 Batch  145/269 - Train Accuracy:  0.722, Validation Accuracy:  0.722, Loss:  0.316
Epoch   5 Batch  146/269 - Train Accuracy:  0.721, Validation Accuracy:  0.718, Loss:  0.308
Epoch   5 Batch  147/269 - Train Accuracy:  0.719, Validation Accuracy:  0.711, Loss:  0.306
Epoch   5 Batch  148/269 - Train Accuracy:  0.714, Validation Accuracy:  0.708, Loss:  0.314
Epoch   5 Batch  149/269 - Train Accuracy:  0.721, Validation Accuracy:  0.716, Loss:  0.319
Epoch   5 Batch  150/269 - Train Accuracy:  0.727, Validation Accuracy:  0.714, Loss:  0.314
Epoch   5 Batch  151/269 - Train Accuracy:  0.744, Validation Accuracy:  0.715, Loss:  0.295
Epoch   5 Batch  152/269 - Train Accuracy:  0.716, Validation Accuracy:  0.719, Loss:  0.316
Epoch   5 Batch  153/269 - Train Accuracy:  0.719, Validation Accuracy:  0.719, Loss:  0.309
Epoch   5 Batch  154/269 - Train Accuracy:  0.709, Validation Accuracy:  0.716, Loss:  0.320
Epoch   5 Batch  155/269 - Train Accuracy:  0.735, Validation Accuracy:  0.715, Loss:  0.297
Epoch   5 Batch  156/269 - Train Accuracy:  0.713, Validation Accuracy:  0.714, Loss:  0.326
Epoch   5 Batch  157/269 - Train Accuracy:  0.715, Validation Accuracy:  0.719, Loss:  0.315
Epoch   5 Batch  158/269 - Train Accuracy:  0.715, Validation Accuracy:  0.720, Loss:  0.321
Epoch   5 Batch  159/269 - Train Accuracy:  0.729, Validation Accuracy:  0.723, Loss:  0.308
Epoch   5 Batch  160/269 - Train Accuracy:  0.728, Validation Accuracy:  0.729, Loss:  0.298
Epoch   5 Batch  161/269 - Train Accuracy:  0.723, Validation Accuracy:  0.726, Loss:  0.309
Epoch   5 Batch  162/269 - Train Accuracy:  0.710, Validation Accuracy:  0.716, Loss:  0.317
Epoch   5 Batch  163/269 - Train Accuracy:  0.726, Validation Accuracy:  0.723, Loss:  0.316
Epoch   5 Batch  164/269 - Train Accuracy:  0.729, Validation Accuracy:  0.722, Loss:  0.308
Epoch   5 Batch  165/269 - Train Accuracy:  0.709, Validation Accuracy:  0.715, Loss:  0.321
Epoch   5 Batch  166/269 - Train Accuracy:  0.722, Validation Accuracy:  0.716, Loss:  0.298
Epoch   5 Batch  167/269 - Train Accuracy:  0.723, Validation Accuracy:  0.723, Loss:  0.307
Epoch   5 Batch  168/269 - Train Accuracy:  0.727, Validation Accuracy:  0.725, Loss:  0.311
Epoch   5 Batch  169/269 - Train Accuracy:  0.721, Validation Accuracy:  0.723, Loss:  0.311
Epoch   5 Batch  170/269 - Train Accuracy:  0.717, Validation Accuracy:  0.719, Loss:  0.306
Epoch   5 Batch  171/269 - Train Accuracy:  0.709, Validation Accuracy:  0.715, Loss:  0.324
Epoch   5 Batch  172/269 - Train Accuracy:  0.708, Validation Accuracy:  0.721, Loss:  0.319
Epoch   5 Batch  173/269 - Train Accuracy:  0.723, Validation Accuracy:  0.724, Loss:  0.300
Epoch   5 Batch  174/269 - Train Accuracy:  0.725, Validation Accuracy:  0.728, Loss:  0.306
Epoch   5 Batch  175/269 - Train Accuracy:  0.723, Validation Accuracy:  0.722, Loss:  0.324
Epoch   5 Batch  176/269 - Train Accuracy:  0.704, Validation Accuracy:  0.718, Loss:  0.331
Epoch   5 Batch  177/269 - Train Accuracy:  0.741, Validation Accuracy:  0.720, Loss:  0.288
Epoch   5 Batch  178/269 - Train Accuracy:  0.714, Validation Accuracy:  0.718, Loss:  0.315
Epoch   5 Batch  179/269 - Train Accuracy:  0.720, Validation Accuracy:  0.720, Loss:  0.307
Epoch   5 Batch  180/269 - Train Accuracy:  0.717, Validation Accuracy:  0.717, Loss:  0.311
Epoch   5 Batch  181/269 - Train Accuracy:  0.711, Validation Accuracy:  0.717, Loss:  0.312
Epoch   5 Batch  182/269 - Train Accuracy:  0.716, Validation Accuracy:  0.714, Loss:  0.310
Epoch   5 Batch  183/269 - Train Accuracy:  0.758, Validation Accuracy:  0.711, Loss:  0.274
Epoch   5 Batch  184/269 - Train Accuracy:  0.699, Validation Accuracy:  0.711, Loss:  0.324
Epoch   5 Batch  185/269 - Train Accuracy:  0.722, Validation Accuracy:  0.721, Loss:  0.308
Epoch   5 Batch  186/269 - Train Accuracy:  0.715, Validation Accuracy:  0.722, Loss:  0.318
Epoch   5 Batch  187/269 - Train Accuracy:  0.725, Validation Accuracy:  0.729, Loss:  0.299
Epoch   5 Batch  188/269 - Train Accuracy:  0.730, Validation Accuracy:  0.728, Loss:  0.304
Epoch   5 Batch  189/269 - Train Accuracy:  0.723, Validation Accuracy:  0.718, Loss:  0.288
Epoch   5 Batch  190/269 - Train Accuracy:  0.741, Validation Accuracy:  0.717, Loss:  0.310
Epoch   5 Batch  191/269 - Train Accuracy:  0.732, Validation Accuracy:  0.713, Loss:  0.302
Epoch   5 Batch  192/269 - Train Accuracy:  0.726, Validation Accuracy:  0.717, Loss:  0.302
Epoch   5 Batch  193/269 - Train Accuracy:  0.726, Validation Accuracy:  0.715, Loss:  0.297
Epoch   5 Batch  194/269 - Train Accuracy:  0.739, Validation Accuracy:  0.725, Loss:  0.309
Epoch   5 Batch  195/269 - Train Accuracy:  0.728, Validation Accuracy:  0.722, Loss:  0.300
Epoch   5 Batch  196/269 - Train Accuracy:  0.706, Validation Accuracy:  0.718, Loss:  0.311
Epoch   5 Batch  197/269 - Train Accuracy:  0.688, Validation Accuracy:  0.718, Loss:  0.320
Epoch   5 Batch  198/269 - Train Accuracy:  0.709, Validation Accuracy:  0.716, Loss:  0.316
Epoch   5 Batch  199/269 - Train Accuracy:  0.701, Validation Accuracy:  0.725, Loss:  0.310
Epoch   5 Batch  200/269 - Train Accuracy:  0.727, Validation Accuracy:  0.729, Loss:  0.314
Epoch   5 Batch  201/269 - Train Accuracy:  0.722, Validation Accuracy:  0.735, Loss:  0.305
Epoch   5 Batch  202/269 - Train Accuracy:  0.726, Validation Accuracy:  0.736, Loss:  0.301
Epoch   5 Batch  203/269 - Train Accuracy:  0.699, Validation Accuracy:  0.720, Loss:  0.320
Epoch   5 Batch  204/269 - Train Accuracy:  0.711, Validation Accuracy:  0.727, Loss:  0.325
Epoch   5 Batch  205/269 - Train Accuracy:  0.722, Validation Accuracy:  0.720, Loss:  0.293
Epoch   5 Batch  206/269 - Train Accuracy:  0.719, Validation Accuracy:  0.722, Loss:  0.314
Epoch   5 Batch  207/269 - Train Accuracy:  0.729, Validation Accuracy:  0.727, Loss:  0.296
Epoch   5 Batch  208/269 - Train Accuracy:  0.722, Validation Accuracy:  0.733, Loss:  0.310
Epoch   5 Batch  209/269 - Train Accuracy:  0.736, Validation Accuracy:  0.734, Loss:  0.306
Epoch   5 Batch  210/269 - Train Accuracy:  0.736, Validation Accuracy:  0.733, Loss:  0.297
Epoch   5 Batch  211/269 - Train Accuracy:  0.736, Validation Accuracy:  0.734, Loss:  0.307
Epoch   5 Batch  212/269 - Train Accuracy:  0.729, Validation Accuracy:  0.734, Loss:  0.306
Epoch   5 Batch  213/269 - Train Accuracy:  0.715, Validation Accuracy:  0.725, Loss:  0.302
Epoch   5 Batch  214/269 - Train Accuracy:  0.737, Validation Accuracy:  0.724, Loss:  0.297
Epoch   5 Batch  215/269 - Train Accuracy:  0.744, Validation Accuracy:  0.714, Loss:  0.285
Epoch   5 Batch  216/269 - Train Accuracy:  0.699, Validation Accuracy:  0.716, Loss:  0.324
Epoch   5 Batch  217/269 - Train Accuracy:  0.695, Validation Accuracy:  0.712, Loss:  0.318
Epoch   5 Batch  218/269 - Train Accuracy:  0.719, Validation Accuracy:  0.718, Loss:  0.300
Epoch   5 Batch  219/269 - Train Accuracy:  0.728, Validation Accuracy:  0.726, Loss:  0.311
Epoch   5 Batch  220/269 - Train Accuracy:  0.728, Validation Accuracy:  0.724, Loss:  0.279
Epoch   5 Batch  221/269 - Train Accuracy:  0.745, Validation Accuracy:  0.734, Loss:  0.296
Epoch   5 Batch  222/269 - Train Accuracy:  0.742, Validation Accuracy:  0.724, Loss:  0.289
Epoch   5 Batch  223/269 - Train Accuracy:  0.727, Validation Accuracy:  0.736, Loss:  0.295
Epoch   5 Batch  224/269 - Train Accuracy:  0.729, Validation Accuracy:  0.730, Loss:  0.306
Epoch   5 Batch  225/269 - Train Accuracy:  0.729, Validation Accuracy:  0.734, Loss:  0.303
Epoch   5 Batch  226/269 - Train Accuracy:  0.715, Validation Accuracy:  0.725, Loss:  0.295
Epoch   5 Batch  227/269 - Train Accuracy:  0.758, Validation Accuracy:  0.720, Loss:  0.263
Epoch   5 Batch  228/269 - Train Accuracy:  0.718, Validation Accuracy:  0.720, Loss:  0.292
Epoch   5 Batch  229/269 - Train Accuracy:  0.719, Validation Accuracy:  0.720, Loss:  0.285
Epoch   5 Batch  230/269 - Train Accuracy:  0.713, Validation Accuracy:  0.720, Loss:  0.303
Epoch   5 Batch  231/269 - Train Accuracy:  0.693, Validation Accuracy:  0.726, Loss:  0.317
Epoch   5 Batch  232/269 - Train Accuracy:  0.701, Validation Accuracy:  0.725, Loss:  0.322
Epoch   5 Batch  233/269 - Train Accuracy:  0.733, Validation Accuracy:  0.732, Loss:  0.307
Epoch   5 Batch  234/269 - Train Accuracy:  0.737, Validation Accuracy:  0.731, Loss:  0.293
Epoch   5 Batch  235/269 - Train Accuracy:  0.759, Validation Accuracy:  0.732, Loss:  0.289
Epoch   5 Batch  236/269 - Train Accuracy:  0.731, Validation Accuracy:  0.727, Loss:  0.292
Epoch   5 Batch  237/269 - Train Accuracy:  0.720, Validation Accuracy:  0.721, Loss:  0.301
Epoch   5 Batch  238/269 - Train Accuracy:  0.725, Validation Accuracy:  0.705, Loss:  0.285
Epoch   5 Batch  239/269 - Train Accuracy:  0.721, Validation Accuracy:  0.701, Loss:  0.290
Epoch   5 Batch  240/269 - Train Accuracy:  0.736, Validation Accuracy:  0.699, Loss:  0.264
Epoch   5 Batch  241/269 - Train Accuracy:  0.718, Validation Accuracy:  0.707, Loss:  0.297
Epoch   5 Batch  242/269 - Train Accuracy:  0.721, Validation Accuracy:  0.713, Loss:  0.300
Epoch   5 Batch  243/269 - Train Accuracy:  0.747, Validation Accuracy:  0.725, Loss:  0.283
Epoch   5 Batch  244/269 - Train Accuracy:  0.726, Validation Accuracy:  0.733, Loss:  0.303
Epoch   5 Batch  245/269 - Train Accuracy:  0.730, Validation Accuracy:  0.740, Loss:  0.306
Epoch   5 Batch  246/269 - Train Accuracy:  0.721, Validation Accuracy:  0.738, Loss:  0.296
Epoch   5 Batch  247/269 - Train Accuracy:  0.726, Validation Accuracy:  0.739, Loss:  0.298
Epoch   5 Batch  248/269 - Train Accuracy:  0.727, Validation Accuracy:  0.728, Loss:  0.287
Epoch   5 Batch  249/269 - Train Accuracy:  0.743, Validation Accuracy:  0.715, Loss:  0.270
Epoch   5 Batch  250/269 - Train Accuracy:  0.726, Validation Accuracy:  0.719, Loss:  0.290
Epoch   5 Batch  251/269 - Train Accuracy:  0.743, Validation Accuracy:  0.725, Loss:  0.285
Epoch   5 Batch  252/269 - Train Accuracy:  0.732, Validation Accuracy:  0.730, Loss:  0.295
Epoch   5 Batch  253/269 - Train Accuracy:  0.726, Validation Accuracy:  0.732, Loss:  0.302
Epoch   5 Batch  254/269 - Train Accuracy:  0.733, Validation Accuracy:  0.734, Loss:  0.302
Epoch   5 Batch  255/269 - Train Accuracy:  0.745, Validation Accuracy:  0.736, Loss:  0.272
Epoch   5 Batch  256/269 - Train Accuracy:  0.710, Validation Accuracy:  0.735, Loss:  0.302
Epoch   5 Batch  257/269 - Train Accuracy:  0.711, Validation Accuracy:  0.725, Loss:  0.301
Epoch   5 Batch  258/269 - Train Accuracy:  0.718, Validation Accuracy:  0.719, Loss:  0.293
Epoch   5 Batch  259/269 - Train Accuracy:  0.734, Validation Accuracy:  0.718, Loss:  0.281
Epoch   5 Batch  260/269 - Train Accuracy:  0.722, Validation Accuracy:  0.724, Loss:  0.308
Epoch   5 Batch  261/269 - Train Accuracy:  0.723, Validation Accuracy:  0.737, Loss:  0.309
Epoch   5 Batch  262/269 - Train Accuracy:  0.738, Validation Accuracy:  0.739, Loss:  0.285
Epoch   5 Batch  263/269 - Train Accuracy:  0.737, Validation Accuracy:  0.740, Loss:  0.306
Epoch   5 Batch  264/269 - Train Accuracy:  0.720, Validation Accuracy:  0.739, Loss:  0.298
Epoch   5 Batch  265/269 - Train Accuracy:  0.732, Validation Accuracy:  0.734, Loss:  0.307
Epoch   5 Batch  266/269 - Train Accuracy:  0.740, Validation Accuracy:  0.724, Loss:  0.285
Epoch   5 Batch  267/269 - Train Accuracy:  0.726, Validation Accuracy:  0.718, Loss:  0.296
Epoch   6 Batch    0/269 - Train Accuracy:  0.710, Validation Accuracy:  0.721, Loss:  0.303
Epoch   6 Batch    1/269 - Train Accuracy:  0.717, Validation Accuracy:  0.718, Loss:  0.297
Epoch   6 Batch    2/269 - Train Accuracy:  0.718, Validation Accuracy:  0.726, Loss:  0.292
Epoch   6 Batch    3/269 - Train Accuracy:  0.722, Validation Accuracy:  0.722, Loss:  0.298
Epoch   6 Batch    4/269 - Train Accuracy:  0.708, Validation Accuracy:  0.726, Loss:  0.313
Epoch   6 Batch    5/269 - Train Accuracy:  0.704, Validation Accuracy:  0.726, Loss:  0.302
Epoch   6 Batch    6/269 - Train Accuracy:  0.720, Validation Accuracy:  0.717, Loss:  0.293
Epoch   6 Batch    7/269 - Train Accuracy:  0.720, Validation Accuracy:  0.712, Loss:  0.279
Epoch   6 Batch    8/269 - Train Accuracy:  0.718, Validation Accuracy:  0.733, Loss:  0.306
Epoch   6 Batch    9/269 - Train Accuracy:  0.723, Validation Accuracy:  0.737, Loss:  0.297
Epoch   6 Batch   10/269 - Train Accuracy:  0.737, Validation Accuracy:  0.741, Loss:  0.304
Epoch   6 Batch   11/269 - Train Accuracy:  0.739, Validation Accuracy:  0.745, Loss:  0.297
Epoch   6 Batch   12/269 - Train Accuracy:  0.708, Validation Accuracy:  0.744, Loss:  0.307
Epoch   6 Batch   13/269 - Train Accuracy:  0.768, Validation Accuracy:  0.741, Loss:  0.263
Epoch   6 Batch   14/269 - Train Accuracy:  0.733, Validation Accuracy:  0.740, Loss:  0.290
Epoch   6 Batch   15/269 - Train Accuracy:  0.718, Validation Accuracy:  0.735, Loss:  0.283
Epoch   6 Batch   16/269 - Train Accuracy:  0.748, Validation Accuracy:  0.727, Loss:  0.282
Epoch   6 Batch   17/269 - Train Accuracy:  0.725, Validation Accuracy:  0.725, Loss:  0.283
Epoch   6 Batch   18/269 - Train Accuracy:  0.720, Validation Accuracy:  0.720, Loss:  0.296
Epoch   6 Batch   19/269 - Train Accuracy:  0.766, Validation Accuracy:  0.736, Loss:  0.265
Epoch   6 Batch   20/269 - Train Accuracy:  0.738, Validation Accuracy:  0.744, Loss:  0.295
Epoch   6 Batch   21/269 - Train Accuracy:  0.729, Validation Accuracy:  0.748, Loss:  0.304
Epoch   6 Batch   22/269 - Train Accuracy:  0.762, Validation Accuracy:  0.744, Loss:  0.275
Epoch   6 Batch   23/269 - Train Accuracy:  0.746, Validation Accuracy:  0.744, Loss:  0.278
Epoch   6 Batch   24/269 - Train Accuracy:  0.727, Validation Accuracy:  0.741, Loss:  0.297
Epoch   6 Batch   25/269 - Train Accuracy:  0.716, Validation Accuracy:  0.733, Loss:  0.299
Epoch   6 Batch   26/269 - Train Accuracy:  0.750, Validation Accuracy:  0.732, Loss:  0.267
Epoch   6 Batch   27/269 - Train Accuracy:  0.718, Validation Accuracy:  0.728, Loss:  0.279
Epoch   6 Batch   28/269 - Train Accuracy:  0.690, Validation Accuracy:  0.724, Loss:  0.310
Epoch   6 Batch   29/269 - Train Accuracy:  0.737, Validation Accuracy:  0.727, Loss:  0.299
Epoch   6 Batch   30/269 - Train Accuracy:  0.730, Validation Accuracy:  0.730, Loss:  0.283
Epoch   6 Batch   31/269 - Train Accuracy:  0.749, Validation Accuracy:  0.735, Loss:  0.269
Epoch   6 Batch   32/269 - Train Accuracy:  0.732, Validation Accuracy:  0.733, Loss:  0.270
Epoch   6 Batch   33/269 - Train Accuracy:  0.746, Validation Accuracy:  0.734, Loss:  0.270
Epoch   6 Batch   34/269 - Train Accuracy:  0.735, Validation Accuracy:  0.731, Loss:  0.273
Epoch   6 Batch   35/269 - Train Accuracy:  0.739, Validation Accuracy:  0.734, Loss:  0.293
Epoch   6 Batch   36/269 - Train Accuracy:  0.740, Validation Accuracy:  0.738, Loss:  0.275
Epoch   6 Batch   37/269 - Train Accuracy:  0.755, Validation Accuracy:  0.735, Loss:  0.274
Epoch   6 Batch   38/269 - Train Accuracy:  0.747, Validation Accuracy:  0.734, Loss:  0.270
Epoch   6 Batch   39/269 - Train Accuracy:  0.746, Validation Accuracy:  0.741, Loss:  0.279
Epoch   6 Batch   40/269 - Train Accuracy:  0.734, Validation Accuracy:  0.741, Loss:  0.297
Epoch   6 Batch   41/269 - Train Accuracy:  0.727, Validation Accuracy:  0.741, Loss:  0.283
Epoch   6 Batch   42/269 - Train Accuracy:  0.738, Validation Accuracy:  0.733, Loss:  0.267
Epoch   6 Batch   43/269 - Train Accuracy:  0.722, Validation Accuracy:  0.732, Loss:  0.287
Epoch   6 Batch   44/269 - Train Accuracy:  0.745, Validation Accuracy:  0.734, Loss:  0.272
Epoch   6 Batch   45/269 - Train Accuracy:  0.727, Validation Accuracy:  0.731, Loss:  0.297
Epoch   6 Batch   46/269 - Train Accuracy:  0.737, Validation Accuracy:  0.740, Loss:  0.293
Epoch   6 Batch   47/269 - Train Accuracy:  0.750, Validation Accuracy:  0.738, Loss:  0.264
Epoch   6 Batch   48/269 - Train Accuracy:  0.747, Validation Accuracy:  0.744, Loss:  0.275
Epoch   6 Batch   49/269 - Train Accuracy:  0.729, Validation Accuracy:  0.739, Loss:  0.290
Epoch   6 Batch   50/269 - Train Accuracy:  0.724, Validation Accuracy:  0.727, Loss:  0.295
Epoch   6 Batch   51/269 - Train Accuracy:  0.727, Validation Accuracy:  0.726, Loss:  0.282
Epoch   6 Batch   52/269 - Train Accuracy:  0.714, Validation Accuracy:  0.726, Loss:  0.277
Epoch   6 Batch   53/269 - Train Accuracy:  0.709, Validation Accuracy:  0.737, Loss:  0.290
Epoch   6 Batch   54/269 - Train Accuracy:  0.742, Validation Accuracy:  0.740, Loss:  0.277
Epoch   6 Batch   55/269 - Train Accuracy:  0.746, Validation Accuracy:  0.741, Loss:  0.281
Epoch   6 Batch   56/269 - Train Accuracy:  0.749, Validation Accuracy:  0.740, Loss:  0.272
Epoch   6 Batch   57/269 - Train Accuracy:  0.742, Validation Accuracy:  0.744, Loss:  0.280
Epoch   6 Batch   58/269 - Train Accuracy:  0.730, Validation Accuracy:  0.742, Loss:  0.266
Epoch   6 Batch   59/269 - Train Accuracy:  0.761, Validation Accuracy:  0.744, Loss:  0.258
Epoch   6 Batch   60/269 - Train Accuracy:  0.733, Validation Accuracy:  0.737, Loss:  0.272
Epoch   6 Batch   61/269 - Train Accuracy:  0.752, Validation Accuracy:  0.734, Loss:  0.258
Epoch   6 Batch   62/269 - Train Accuracy:  0.743, Validation Accuracy:  0.724, Loss:  0.264
Epoch   6 Batch   63/269 - Train Accuracy:  0.749, Validation Accuracy:  0.731, Loss:  0.276
Epoch   6 Batch   64/269 - Train Accuracy:  0.721, Validation Accuracy:  0.726, Loss:  0.269
Epoch   6 Batch   65/269 - Train Accuracy:  0.728, Validation Accuracy:  0.737, Loss:  0.273
Epoch   6 Batch   66/269 - Train Accuracy:  0.730, Validation Accuracy:  0.729, Loss:  0.266
Epoch   6 Batch   67/269 - Train Accuracy:  0.713, Validation Accuracy:  0.732, Loss:  0.279
Epoch   6 Batch   68/269 - Train Accuracy:  0.703, Validation Accuracy:  0.729, Loss:  0.282
Epoch   6 Batch   69/269 - Train Accuracy:  0.721, Validation Accuracy:  0.733, Loss:  0.298
Epoch   6 Batch   70/269 - Train Accuracy:  0.746, Validation Accuracy:  0.741, Loss:  0.268
Epoch   6 Batch   71/269 - Train Accuracy:  0.741, Validation Accuracy:  0.744, Loss:  0.293
Epoch   6 Batch   72/269 - Train Accuracy:  0.740, Validation Accuracy:  0.743, Loss:  0.272
Epoch   6 Batch   73/269 - Train Accuracy:  0.739, Validation Accuracy:  0.740, Loss:  0.268
Epoch   6 Batch   74/269 - Train Accuracy:  0.735, Validation Accuracy:  0.738, Loss:  0.274
Epoch   6 Batch   75/269 - Train Accuracy:  0.719, Validation Accuracy:  0.732, Loss:  0.279
Epoch   6 Batch   76/269 - Train Accuracy:  0.700, Validation Accuracy:  0.725, Loss:  0.278
Epoch   6 Batch   77/269 - Train Accuracy:  0.753, Validation Accuracy:  0.731, Loss:  0.270
Epoch   6 Batch   78/269 - Train Accuracy:  0.752, Validation Accuracy:  0.739, Loss:  0.269
Epoch   6 Batch   79/269 - Train Accuracy:  0.745, Validation Accuracy:  0.738, Loss:  0.272
Epoch   6 Batch   80/269 - Train Accuracy:  0.748, Validation Accuracy:  0.743, Loss:  0.277
Epoch   6 Batch   81/269 - Train Accuracy:  0.747, Validation Accuracy:  0.749, Loss:  0.274
Epoch   6 Batch   82/269 - Train Accuracy:  0.758, Validation Accuracy:  0.746, Loss:  0.260
Epoch   6 Batch   83/269 - Train Accuracy:  0.744, Validation Accuracy:  0.739, Loss:  0.287
Epoch   6 Batch   84/269 - Train Accuracy:  0.747, Validation Accuracy:  0.737, Loss:  0.268
Epoch   6 Batch   85/269 - Train Accuracy:  0.745, Validation Accuracy:  0.734, Loss:  0.274
Epoch   6 Batch   86/269 - Train Accuracy:  0.720, Validation Accuracy:  0.732, Loss:  0.259
Epoch   6 Batch   87/269 - Train Accuracy:  0.711, Validation Accuracy:  0.735, Loss:  0.284
Epoch   6 Batch   88/269 - Train Accuracy:  0.739, Validation Accuracy:  0.735, Loss:  0.263
Epoch   6 Batch   89/269 - Train Accuracy:  0.756, Validation Accuracy:  0.737, Loss:  0.263
Epoch   6 Batch   90/269 - Train Accuracy:  0.717, Validation Accuracy:  0.748, Loss:  0.287
Epoch   6 Batch   91/269 - Train Accuracy:  0.743, Validation Accuracy:  0.746, Loss:  0.264
Epoch   6 Batch   92/269 - Train Accuracy:  0.746, Validation Accuracy:  0.745, Loss:  0.264
Epoch   6 Batch   93/269 - Train Accuracy:  0.753, Validation Accuracy:  0.741, Loss:  0.253
Epoch   6 Batch   94/269 - Train Accuracy:  0.734, Validation Accuracy:  0.736, Loss:  0.271
Epoch   6 Batch   95/269 - Train Accuracy:  0.739, Validation Accuracy:  0.739, Loss:  0.266
Epoch   6 Batch   96/269 - Train Accuracy:  0.729, Validation Accuracy:  0.733, Loss:  0.276
Epoch   6 Batch   97/269 - Train Accuracy:  0.730, Validation Accuracy:  0.732, Loss:  0.279
Epoch   6 Batch   98/269 - Train Accuracy:  0.747, Validation Accuracy:  0.734, Loss:  0.267
Epoch   6 Batch   99/269 - Train Accuracy:  0.740, Validation Accuracy:  0.733, Loss:  0.271
Epoch   6 Batch  100/269 - Train Accuracy:  0.759, Validation Accuracy:  0.740, Loss:  0.264
Epoch   6 Batch  101/269 - Train Accuracy:  0.709, Validation Accuracy:  0.743, Loss:  0.286
Epoch   6 Batch  102/269 - Train Accuracy:  0.742, Validation Accuracy:  0.746, Loss:  0.272
Epoch   6 Batch  103/269 - Train Accuracy:  0.741, Validation Accuracy:  0.737, Loss:  0.261
Epoch   6 Batch  104/269 - Train Accuracy:  0.721, Validation Accuracy:  0.722, Loss:  0.269
Epoch   6 Batch  105/269 - Train Accuracy:  0.723, Validation Accuracy:  0.741, Loss:  0.285
Epoch   6 Batch  106/269 - Train Accuracy:  0.730, Validation Accuracy:  0.738, Loss:  0.266
Epoch   6 Batch  107/269 - Train Accuracy:  0.726, Validation Accuracy:  0.737, Loss:  0.285
Epoch   6 Batch  108/269 - Train Accuracy:  0.733, Validation Accuracy:  0.738, Loss:  0.275
Epoch   6 Batch  109/269 - Train Accuracy:  0.719, Validation Accuracy:  0.740, Loss:  0.276
Epoch   6 Batch  110/269 - Train Accuracy:  0.737, Validation Accuracy:  0.731, Loss:  0.268
Epoch   6 Batch  111/269 - Train Accuracy:  0.713, Validation Accuracy:  0.719, Loss:  0.283
Epoch   6 Batch  112/269 - Train Accuracy:  0.732, Validation Accuracy:  0.724, Loss:  0.277
Epoch   6 Batch  113/269 - Train Accuracy:  0.735, Validation Accuracy:  0.720, Loss:  0.255
Epoch   6 Batch  114/269 - Train Accuracy:  0.724, Validation Accuracy:  0.733, Loss:  0.284
Epoch   6 Batch  115/269 - Train Accuracy:  0.714, Validation Accuracy:  0.733, Loss:  0.283
Epoch   6 Batch  116/269 - Train Accuracy:  0.751, Validation Accuracy:  0.746, Loss:  0.277
Epoch   6 Batch  117/269 - Train Accuracy:  0.734, Validation Accuracy:  0.742, Loss:  0.270
Epoch   6 Batch  118/269 - Train Accuracy:  0.768, Validation Accuracy:  0.742, Loss:  0.263
Epoch   6 Batch  119/269 - Train Accuracy:  0.736, Validation Accuracy:  0.744, Loss:  0.274
Epoch   6 Batch  120/269 - Train Accuracy:  0.739, Validation Accuracy:  0.746, Loss:  0.285
Epoch   6 Batch  121/269 - Train Accuracy:  0.732, Validation Accuracy:  0.740, Loss:  0.266
Epoch   6 Batch  122/269 - Train Accuracy:  0.742, Validation Accuracy:  0.742, Loss:  0.268
Epoch   6 Batch  123/269 - Train Accuracy:  0.720, Validation Accuracy:  0.733, Loss:  0.279
Epoch   6 Batch  124/269 - Train Accuracy:  0.748, Validation Accuracy:  0.739, Loss:  0.273
Epoch   6 Batch  125/269 - Train Accuracy:  0.733, Validation Accuracy:  0.742, Loss:  0.272
Epoch   6 Batch  126/269 - Train Accuracy:  0.738, Validation Accuracy:  0.734, Loss:  0.275
Epoch   6 Batch  127/269 - Train Accuracy:  0.720, Validation Accuracy:  0.730, Loss:  0.273
Epoch   6 Batch  128/269 - Train Accuracy:  0.750, Validation Accuracy:  0.730, Loss:  0.266
Epoch   6 Batch  129/269 - Train Accuracy:  0.740, Validation Accuracy:  0.733, Loss:  0.263
Epoch   6 Batch  130/269 - Train Accuracy:  0.722, Validation Accuracy:  0.732, Loss:  0.275
Epoch   6 Batch  131/269 - Train Accuracy:  0.726, Validation Accuracy:  0.740, Loss:  0.280
Epoch   6 Batch  132/269 - Train Accuracy:  0.723, Validation Accuracy:  0.739, Loss:  0.280
Epoch   6 Batch  133/269 - Train Accuracy:  0.748, Validation Accuracy:  0.744, Loss:  0.264
Epoch   6 Batch  134/269 - Train Accuracy:  0.736, Validation Accuracy:  0.749, Loss:  0.273
Epoch   6 Batch  135/269 - Train Accuracy:  0.712, Validation Accuracy:  0.747, Loss:  0.285
Epoch   6 Batch  136/269 - Train Accuracy:  0.728, Validation Accuracy:  0.744, Loss:  0.283
Epoch   6 Batch  137/269 - Train Accuracy:  0.730, Validation Accuracy:  0.740, Loss:  0.281
Epoch   6 Batch  138/269 - Train Accuracy:  0.742, Validation Accuracy:  0.738, Loss:  0.280
Epoch   6 Batch  139/269 - Train Accuracy:  0.764, Validation Accuracy:  0.737, Loss:  0.254
Epoch   6 Batch  140/269 - Train Accuracy:  0.748, Validation Accuracy:  0.743, Loss:  0.273
Epoch   6 Batch  141/269 - Train Accuracy:  0.743, Validation Accuracy:  0.737, Loss:  0.272
Epoch   6 Batch  142/269 - Train Accuracy:  0.751, Validation Accuracy:  0.739, Loss:  0.255
Epoch   6 Batch  143/269 - Train Accuracy:  0.763, Validation Accuracy:  0.746, Loss:  0.260
Epoch   6 Batch  144/269 - Train Accuracy:  0.759, Validation Accuracy:  0.748, Loss:  0.247
Epoch   6 Batch  145/269 - Train Accuracy:  0.748, Validation Accuracy:  0.746, Loss:  0.262
Epoch   6 Batch  146/269 - Train Accuracy:  0.750, Validation Accuracy:  0.741, Loss:  0.254
Epoch   6 Batch  147/269 - Train Accuracy:  0.757, Validation Accuracy:  0.732, Loss:  0.253
Epoch   6 Batch  148/269 - Train Accuracy:  0.736, Validation Accuracy:  0.728, Loss:  0.267
Epoch   6 Batch  149/269 - Train Accuracy:  0.734, Validation Accuracy:  0.731, Loss:  0.265
Epoch   6 Batch  150/269 - Train Accuracy:  0.749, Validation Accuracy:  0.734, Loss:  0.263
Epoch   6 Batch  151/269 - Train Accuracy:  0.773, Validation Accuracy:  0.742, Loss:  0.248
Epoch   6 Batch  152/269 - Train Accuracy:  0.752, Validation Accuracy:  0.747, Loss:  0.262
Epoch   6 Batch  153/269 - Train Accuracy:  0.748, Validation Accuracy:  0.748, Loss:  0.256
Epoch   6 Batch  154/269 - Train Accuracy:  0.744, Validation Accuracy:  0.749, Loss:  0.269
Epoch   6 Batch  155/269 - Train Accuracy:  0.759, Validation Accuracy:  0.753, Loss:  0.250
Epoch   6 Batch  156/269 - Train Accuracy:  0.742, Validation Accuracy:  0.745, Loss:  0.274
Epoch   6 Batch  157/269 - Train Accuracy:  0.745, Validation Accuracy:  0.737, Loss:  0.259
Epoch   6 Batch  158/269 - Train Accuracy:  0.742, Validation Accuracy:  0.741, Loss:  0.262
Epoch   6 Batch  159/269 - Train Accuracy:  0.754, Validation Accuracy:  0.745, Loss:  0.254
Epoch   6 Batch  160/269 - Train Accuracy:  0.749, Validation Accuracy:  0.749, Loss:  0.244
Epoch   6 Batch  161/269 - Train Accuracy:  0.745, Validation Accuracy:  0.751, Loss:  0.255
Epoch   6 Batch  162/269 - Train Accuracy:  0.749, Validation Accuracy:  0.746, Loss:  0.263
Epoch   6 Batch  163/269 - Train Accuracy:  0.754, Validation Accuracy:  0.749, Loss:  0.259
Epoch   6 Batch  164/269 - Train Accuracy:  0.748, Validation Accuracy:  0.742, Loss:  0.253
Epoch   6 Batch  165/269 - Train Accuracy:  0.722, Validation Accuracy:  0.736, Loss:  0.264
Epoch   6 Batch  166/269 - Train Accuracy:  0.743, Validation Accuracy:  0.734, Loss:  0.242
Epoch   6 Batch  167/269 - Train Accuracy:  0.752, Validation Accuracy:  0.740, Loss:  0.250
Epoch   6 Batch  168/269 - Train Accuracy:  0.751, Validation Accuracy:  0.747, Loss:  0.249
Epoch   6 Batch  169/269 - Train Accuracy:  0.751, Validation Accuracy:  0.750, Loss:  0.254
Epoch   6 Batch  170/269 - Train Accuracy:  0.753, Validation Accuracy:  0.751, Loss:  0.248
Epoch   6 Batch  171/269 - Train Accuracy:  0.736, Validation Accuracy:  0.744, Loss:  0.269
Epoch   6 Batch  172/269 - Train Accuracy:  0.737, Validation Accuracy:  0.743, Loss:  0.264
Epoch   6 Batch  173/269 - Train Accuracy:  0.747, Validation Accuracy:  0.747, Loss:  0.247
Epoch   6 Batch  174/269 - Train Accuracy:  0.754, Validation Accuracy:  0.751, Loss:  0.249
Epoch   6 Batch  175/269 - Train Accuracy:  0.755, Validation Accuracy:  0.754, Loss:  0.265
Epoch   6 Batch  176/269 - Train Accuracy:  0.735, Validation Accuracy:  0.760, Loss:  0.268
Epoch   6 Batch  177/269 - Train Accuracy:  0.767, Validation Accuracy:  0.761, Loss:  0.235
Epoch   6 Batch  178/269 - Train Accuracy:  0.746, Validation Accuracy:  0.756, Loss:  0.257
Epoch   6 Batch  179/269 - Train Accuracy:  0.748, Validation Accuracy:  0.758, Loss:  0.259
Epoch   6 Batch  180/269 - Train Accuracy:  0.761, Validation Accuracy:  0.749, Loss:  0.250
Epoch   6 Batch  181/269 - Train Accuracy:  0.743, Validation Accuracy:  0.741, Loss:  0.253
Epoch   6 Batch  182/269 - Train Accuracy:  0.748, Validation Accuracy:  0.739, Loss:  0.253
Epoch   6 Batch  183/269 - Train Accuracy:  0.770, Validation Accuracy:  0.741, Loss:  0.220
Epoch   6 Batch  184/269 - Train Accuracy:  0.724, Validation Accuracy:  0.744, Loss:  0.272
Epoch   6 Batch  185/269 - Train Accuracy:  0.743, Validation Accuracy:  0.750, Loss:  0.252
Epoch   6 Batch  186/269 - Train Accuracy:  0.741, Validation Accuracy:  0.746, Loss:  0.258
Epoch   6 Batch  187/269 - Train Accuracy:  0.758, Validation Accuracy:  0.754, Loss:  0.249
Epoch   6 Batch  188/269 - Train Accuracy:  0.766, Validation Accuracy:  0.755, Loss:  0.248
Epoch   6 Batch  189/269 - Train Accuracy:  0.761, Validation Accuracy:  0.753, Loss:  0.240
Epoch   6 Batch  190/269 - Train Accuracy:  0.764, Validation Accuracy:  0.751, Loss:  0.253
Epoch   6 Batch  191/269 - Train Accuracy:  0.762, Validation Accuracy:  0.743, Loss:  0.253
Epoch   6 Batch  192/269 - Train Accuracy:  0.737, Validation Accuracy:  0.735, Loss:  0.245
Epoch   6 Batch  193/269 - Train Accuracy:  0.751, Validation Accuracy:  0.744, Loss:  0.247
Epoch   6 Batch  194/269 - Train Accuracy:  0.776, Validation Accuracy:  0.752, Loss:  0.257
Epoch   6 Batch  195/269 - Train Accuracy:  0.758, Validation Accuracy:  0.754, Loss:  0.249
Epoch   6 Batch  196/269 - Train Accuracy:  0.744, Validation Accuracy:  0.761, Loss:  0.254
Epoch   6 Batch  197/269 - Train Accuracy:  0.722, Validation Accuracy:  0.756, Loss:  0.260
Epoch   6 Batch  198/269 - Train Accuracy:  0.734, Validation Accuracy:  0.752, Loss:  0.261
Epoch   6 Batch  199/269 - Train Accuracy:  0.735, Validation Accuracy:  0.746, Loss:  0.250
Epoch   6 Batch  200/269 - Train Accuracy:  0.759, Validation Accuracy:  0.756, Loss:  0.260
Epoch   6 Batch  201/269 - Train Accuracy:  0.751, Validation Accuracy:  0.756, Loss:  0.249
Epoch   6 Batch  202/269 - Train Accuracy:  0.759, Validation Accuracy:  0.762, Loss:  0.247
Epoch   6 Batch  203/269 - Train Accuracy:  0.750, Validation Accuracy:  0.757, Loss:  0.262
Epoch   6 Batch  204/269 - Train Accuracy:  0.732, Validation Accuracy:  0.748, Loss:  0.266
Epoch   6 Batch  205/269 - Train Accuracy:  0.745, Validation Accuracy:  0.746, Loss:  0.239
Epoch   6 Batch  206/269 - Train Accuracy:  0.747, Validation Accuracy:  0.748, Loss:  0.259
Epoch   6 Batch  207/269 - Train Accuracy:  0.761, Validation Accuracy:  0.749, Loss:  0.239
Epoch   6 Batch  208/269 - Train Accuracy:  0.742, Validation Accuracy:  0.757, Loss:  0.255
Epoch   6 Batch  209/269 - Train Accuracy:  0.753, Validation Accuracy:  0.753, Loss:  0.247
Epoch   6 Batch  210/269 - Train Accuracy:  0.765, Validation Accuracy:  0.760, Loss:  0.243
Epoch   6 Batch  211/269 - Train Accuracy:  0.756, Validation Accuracy:  0.767, Loss:  0.255
Epoch   6 Batch  212/269 - Train Accuracy:  0.762, Validation Accuracy:  0.772, Loss:  0.252
Epoch   6 Batch  213/269 - Train Accuracy:  0.745, Validation Accuracy:  0.768, Loss:  0.252
Epoch   6 Batch  214/269 - Train Accuracy:  0.775, Validation Accuracy:  0.757, Loss:  0.242
Epoch   6 Batch  215/269 - Train Accuracy:  0.774, Validation Accuracy:  0.755, Loss:  0.236
Epoch   6 Batch  216/269 - Train Accuracy:  0.732, Validation Accuracy:  0.751, Loss:  0.264
Epoch   6 Batch  217/269 - Train Accuracy:  0.713, Validation Accuracy:  0.753, Loss:  0.257
Epoch   6 Batch  218/269 - Train Accuracy:  0.748, Validation Accuracy:  0.755, Loss:  0.246
Epoch   6 Batch  219/269 - Train Accuracy:  0.759, Validation Accuracy:  0.755, Loss:  0.254
Epoch   6 Batch  220/269 - Train Accuracy:  0.756, Validation Accuracy:  0.769, Loss:  0.229
Epoch   6 Batch  221/269 - Train Accuracy:  0.779, Validation Accuracy:  0.766, Loss:  0.239
Epoch   6 Batch  222/269 - Train Accuracy:  0.764, Validation Accuracy:  0.763, Loss:  0.238
Epoch   6 Batch  223/269 - Train Accuracy:  0.757, Validation Accuracy:  0.761, Loss:  0.239
Epoch   6 Batch  224/269 - Train Accuracy:  0.762, Validation Accuracy:  0.758, Loss:  0.249
Epoch   6 Batch  225/269 - Train Accuracy:  0.750, Validation Accuracy:  0.754, Loss:  0.246
Epoch   6 Batch  226/269 - Train Accuracy:  0.744, Validation Accuracy:  0.742, Loss:  0.245
Epoch   6 Batch  227/269 - Train Accuracy:  0.790, Validation Accuracy:  0.738, Loss:  0.218
Epoch   6 Batch  228/269 - Train Accuracy:  0.734, Validation Accuracy:  0.734, Loss:  0.239
Epoch   6 Batch  229/269 - Train Accuracy:  0.740, Validation Accuracy:  0.740, Loss:  0.235
Epoch   6 Batch  230/269 - Train Accuracy:  0.741, Validation Accuracy:  0.746, Loss:  0.248
Epoch   6 Batch  231/269 - Train Accuracy:  0.727, Validation Accuracy:  0.760, Loss:  0.258
Epoch   6 Batch  232/269 - Train Accuracy:  0.729, Validation Accuracy:  0.764, Loss:  0.263
Epoch   6 Batch  233/269 - Train Accuracy:  0.769, Validation Accuracy:  0.768, Loss:  0.248
Epoch   6 Batch  234/269 - Train Accuracy:  0.763, Validation Accuracy:  0.764, Loss:  0.240
Epoch   6 Batch  235/269 - Train Accuracy:  0.782, Validation Accuracy:  0.758, Loss:  0.228
Epoch   6 Batch  236/269 - Train Accuracy:  0.767, Validation Accuracy:  0.756, Loss:  0.238
Epoch   6 Batch  237/269 - Train Accuracy:  0.739, Validation Accuracy:  0.744, Loss:  0.244
Epoch   6 Batch  238/269 - Train Accuracy:  0.753, Validation Accuracy:  0.744, Loss:  0.234
Epoch   6 Batch  239/269 - Train Accuracy:  0.745, Validation Accuracy:  0.733, Loss:  0.238
Epoch   6 Batch  240/269 - Train Accuracy:  0.769, Validation Accuracy:  0.735, Loss:  0.218
Epoch   6 Batch  241/269 - Train Accuracy:  0.754, Validation Accuracy:  0.742, Loss:  0.240
Epoch   6 Batch  242/269 - Train Accuracy:  0.751, Validation Accuracy:  0.753, Loss:  0.246
Epoch   6 Batch  243/269 - Train Accuracy:  0.766, Validation Accuracy:  0.761, Loss:  0.229
Epoch   6 Batch  244/269 - Train Accuracy:  0.754, Validation Accuracy:  0.761, Loss:  0.249
Epoch   6 Batch  245/269 - Train Accuracy:  0.751, Validation Accuracy:  0.767, Loss:  0.252
Epoch   6 Batch  246/269 - Train Accuracy:  0.744, Validation Accuracy:  0.766, Loss:  0.243
Epoch   6 Batch  247/269 - Train Accuracy:  0.750, Validation Accuracy:  0.762, Loss:  0.246
Epoch   6 Batch  248/269 - Train Accuracy:  0.741, Validation Accuracy:  0.751, Loss:  0.235
Epoch   6 Batch  249/269 - Train Accuracy:  0.769, Validation Accuracy:  0.747, Loss:  0.221
Epoch   6 Batch  250/269 - Train Accuracy:  0.750, Validation Accuracy:  0.741, Loss:  0.237
Epoch   6 Batch  251/269 - Train Accuracy:  0.760, Validation Accuracy:  0.743, Loss:  0.231
Epoch   6 Batch  252/269 - Train Accuracy:  0.749, Validation Accuracy:  0.757, Loss:  0.245
Epoch   6 Batch  253/269 - Train Accuracy:  0.746, Validation Accuracy:  0.757, Loss:  0.244
Epoch   6 Batch  254/269 - Train Accuracy:  0.766, Validation Accuracy:  0.766, Loss:  0.244
Epoch   6 Batch  255/269 - Train Accuracy:  0.777, Validation Accuracy:  0.768, Loss:  0.220
Epoch   6 Batch  256/269 - Train Accuracy:  0.740, Validation Accuracy:  0.768, Loss:  0.244
Epoch   6 Batch  257/269 - Train Accuracy:  0.732, Validation Accuracy:  0.755, Loss:  0.250
Epoch   6 Batch  258/269 - Train Accuracy:  0.735, Validation Accuracy:  0.736, Loss:  0.234
Epoch   6 Batch  259/269 - Train Accuracy:  0.748, Validation Accuracy:  0.740, Loss:  0.231
Epoch   6 Batch  260/269 - Train Accuracy:  0.740, Validation Accuracy:  0.756, Loss:  0.252
Epoch   6 Batch  261/269 - Train Accuracy:  0.751, Validation Accuracy:  0.766, Loss:  0.252
Epoch   6 Batch  262/269 - Train Accuracy:  0.767, Validation Accuracy:  0.770, Loss:  0.231
Epoch   6 Batch  263/269 - Train Accuracy:  0.755, Validation Accuracy:  0.764, Loss:  0.244
Epoch   6 Batch  264/269 - Train Accuracy:  0.749, Validation Accuracy:  0.765, Loss:  0.243
Epoch   6 Batch  265/269 - Train Accuracy:  0.752, Validation Accuracy:  0.766, Loss:  0.247
Epoch   6 Batch  266/269 - Train Accuracy:  0.765, Validation Accuracy:  0.767, Loss:  0.233
Epoch   6 Batch  267/269 - Train Accuracy:  0.767, Validation Accuracy:  0.759, Loss:  0.237
Epoch   7 Batch    0/269 - Train Accuracy:  0.747, Validation Accuracy:  0.756, Loss:  0.248
Epoch   7 Batch    1/269 - Train Accuracy:  0.737, Validation Accuracy:  0.754, Loss:  0.240
Epoch   7 Batch    2/269 - Train Accuracy:  0.747, Validation Accuracy:  0.754, Loss:  0.236
Epoch   7 Batch    3/269 - Train Accuracy:  0.745, Validation Accuracy:  0.758, Loss:  0.239
Epoch   7 Batch    4/269 - Train Accuracy:  0.730, Validation Accuracy:  0.756, Loss:  0.251
Epoch   7 Batch    5/269 - Train Accuracy:  0.731, Validation Accuracy:  0.746, Loss:  0.248
Epoch   7 Batch    6/269 - Train Accuracy:  0.751, Validation Accuracy:  0.736, Loss:  0.240
Epoch   7 Batch    7/269 - Train Accuracy:  0.748, Validation Accuracy:  0.738, Loss:  0.229
Epoch   7 Batch    8/269 - Train Accuracy:  0.736, Validation Accuracy:  0.759, Loss:  0.256
Epoch   7 Batch    9/269 - Train Accuracy:  0.743, Validation Accuracy:  0.766, Loss:  0.247
Epoch   7 Batch   10/269 - Train Accuracy:  0.759, Validation Accuracy:  0.767, Loss:  0.249
Epoch   7 Batch   11/269 - Train Accuracy:  0.756, Validation Accuracy:  0.769, Loss:  0.242
Epoch   7 Batch   12/269 - Train Accuracy:  0.733, Validation Accuracy:  0.772, Loss:  0.254
Epoch   7 Batch   13/269 - Train Accuracy:  0.784, Validation Accuracy:  0.767, Loss:  0.215
Epoch   7 Batch   14/269 - Train Accuracy:  0.752, Validation Accuracy:  0.769, Loss:  0.243
Epoch   7 Batch   15/269 - Train Accuracy:  0.738, Validation Accuracy:  0.761, Loss:  0.234
Epoch   7 Batch   16/269 - Train Accuracy:  0.776, Validation Accuracy:  0.747, Loss:  0.232
Epoch   7 Batch   17/269 - Train Accuracy:  0.743, Validation Accuracy:  0.734, Loss:  0.231
Epoch   7 Batch   18/269 - Train Accuracy:  0.741, Validation Accuracy:  0.735, Loss:  0.243
Epoch   7 Batch   19/269 - Train Accuracy:  0.784, Validation Accuracy:  0.743, Loss:  0.217
Epoch   7 Batch   20/269 - Train Accuracy:  0.760, Validation Accuracy:  0.767, Loss:  0.244
Epoch   7 Batch   21/269 - Train Accuracy:  0.753, Validation Accuracy:  0.773, Loss:  0.249
Epoch   7 Batch   22/269 - Train Accuracy:  0.774, Validation Accuracy:  0.775, Loss:  0.229
Epoch   7 Batch   23/269 - Train Accuracy:  0.774, Validation Accuracy:  0.774, Loss:  0.230
Epoch   7 Batch   24/269 - Train Accuracy:  0.750, Validation Accuracy:  0.769, Loss:  0.246
Epoch   7 Batch   25/269 - Train Accuracy:  0.747, Validation Accuracy:  0.762, Loss:  0.254
Epoch   7 Batch   26/269 - Train Accuracy:  0.771, Validation Accuracy:  0.757, Loss:  0.218
Epoch   7 Batch   27/269 - Train Accuracy:  0.746, Validation Accuracy:  0.748, Loss:  0.232
Epoch   7 Batch   28/269 - Train Accuracy:  0.706, Validation Accuracy:  0.743, Loss:  0.258
Epoch   7 Batch   29/269 - Train Accuracy:  0.756, Validation Accuracy:  0.743, Loss:  0.250
Epoch   7 Batch   30/269 - Train Accuracy:  0.759, Validation Accuracy:  0.762, Loss:  0.233
Epoch   7 Batch   31/269 - Train Accuracy:  0.764, Validation Accuracy:  0.764, Loss:  0.224
Epoch   7 Batch   32/269 - Train Accuracy:  0.754, Validation Accuracy:  0.762, Loss:  0.222
Epoch   7 Batch   33/269 - Train Accuracy:  0.778, Validation Accuracy:  0.766, Loss:  0.226
Epoch   7 Batch   34/269 - Train Accuracy:  0.763, Validation Accuracy:  0.763, Loss:  0.230
Epoch   7 Batch   35/269 - Train Accuracy:  0.761, Validation Accuracy:  0.765, Loss:  0.247
Epoch   7 Batch   36/269 - Train Accuracy:  0.761, Validation Accuracy:  0.771, Loss:  0.227
Epoch   7 Batch   37/269 - Train Accuracy:  0.774, Validation Accuracy:  0.762, Loss:  0.224
Epoch   7 Batch   38/269 - Train Accuracy:  0.762, Validation Accuracy:  0.759, Loss:  0.226
Epoch   7 Batch   39/269 - Train Accuracy:  0.759, Validation Accuracy:  0.763, Loss:  0.233
Epoch   7 Batch   40/269 - Train Accuracy:  0.751, Validation Accuracy:  0.765, Loss:  0.248
Epoch   7 Batch   41/269 - Train Accuracy:  0.751, Validation Accuracy:  0.770, Loss:  0.236
Epoch   7 Batch   42/269 - Train Accuracy:  0.770, Validation Accuracy:  0.772, Loss:  0.219
Epoch   7 Batch   43/269 - Train Accuracy:  0.757, Validation Accuracy:  0.772, Loss:  0.233
Epoch   7 Batch   44/269 - Train Accuracy:  0.769, Validation Accuracy:  0.773, Loss:  0.224
Epoch   7 Batch   45/269 - Train Accuracy:  0.760, Validation Accuracy:  0.770, Loss:  0.240
Epoch   7 Batch   46/269 - Train Accuracy:  0.759, Validation Accuracy:  0.772, Loss:  0.238
Epoch   7 Batch   47/269 - Train Accuracy:  0.784, Validation Accuracy:  0.774, Loss:  0.214
Epoch   7 Batch   48/269 - Train Accuracy:  0.768, Validation Accuracy:  0.775, Loss:  0.224
Epoch   7 Batch   49/269 - Train Accuracy:  0.759, Validation Accuracy:  0.772, Loss:  0.232
Epoch   7 Batch   50/269 - Train Accuracy:  0.754, Validation Accuracy:  0.768, Loss:  0.240
Epoch   7 Batch   51/269 - Train Accuracy:  0.749, Validation Accuracy:  0.759, Loss:  0.229
Epoch   7 Batch   52/269 - Train Accuracy:  0.741, Validation Accuracy:  0.753, Loss:  0.223
Epoch   7 Batch   53/269 - Train Accuracy:  0.736, Validation Accuracy:  0.763, Loss:  0.239
Epoch   7 Batch   54/269 - Train Accuracy:  0.763, Validation Accuracy:  0.771, Loss:  0.226
Epoch   7 Batch   55/269 - Train Accuracy:  0.771, Validation Accuracy:  0.771, Loss:  0.232
Epoch   7 Batch   56/269 - Train Accuracy:  0.777, Validation Accuracy:  0.774, Loss:  0.220
Epoch   7 Batch   57/269 - Train Accuracy:  0.766, Validation Accuracy:  0.771, Loss:  0.231
Epoch   7 Batch   58/269 - Train Accuracy:  0.768, Validation Accuracy:  0.764, Loss:  0.219
Epoch   7 Batch   59/269 - Train Accuracy:  0.785, Validation Accuracy:  0.766, Loss:  0.209
Epoch   7 Batch   60/269 - Train Accuracy:  0.753, Validation Accuracy:  0.765, Loss:  0.229
Epoch   7 Batch   61/269 - Train Accuracy:  0.779, Validation Accuracy:  0.764, Loss:  0.210
Epoch   7 Batch   62/269 - Train Accuracy:  0.776, Validation Accuracy:  0.762, Loss:  0.216
Epoch   7 Batch   63/269 - Train Accuracy:  0.769, Validation Accuracy:  0.756, Loss:  0.229
Epoch   7 Batch   64/269 - Train Accuracy:  0.741, Validation Accuracy:  0.752, Loss:  0.227
Epoch   7 Batch   65/269 - Train Accuracy:  0.751, Validation Accuracy:  0.753, Loss:  0.224
Epoch   7 Batch   66/269 - Train Accuracy:  0.749, Validation Accuracy:  0.758, Loss:  0.222
Epoch   7 Batch   67/269 - Train Accuracy:  0.728, Validation Accuracy:  0.756, Loss:  0.231
Epoch   7 Batch   68/269 - Train Accuracy:  0.736, Validation Accuracy:  0.760, Loss:  0.233
Epoch   7 Batch   69/269 - Train Accuracy:  0.742, Validation Accuracy:  0.767, Loss:  0.247
Epoch   7 Batch   70/269 - Train Accuracy:  0.777, Validation Accuracy:  0.771, Loss:  0.222
Epoch   7 Batch   71/269 - Train Accuracy:  0.771, Validation Accuracy:  0.775, Loss:  0.243
Epoch   7 Batch   72/269 - Train Accuracy:  0.764, Validation Accuracy:  0.771, Loss:  0.226
Epoch   7 Batch   73/269 - Train Accuracy:  0.761, Validation Accuracy:  0.763, Loss:  0.221
Epoch   7 Batch   74/269 - Train Accuracy:  0.766, Validation Accuracy:  0.756, Loss:  0.226
Epoch   7 Batch   75/269 - Train Accuracy:  0.749, Validation Accuracy:  0.737, Loss:  0.230
Epoch   7 Batch   76/269 - Train Accuracy:  0.722, Validation Accuracy:  0.737, Loss:  0.234
Epoch   7 Batch   77/269 - Train Accuracy:  0.771, Validation Accuracy:  0.750, Loss:  0.224
Epoch   7 Batch   78/269 - Train Accuracy:  0.765, Validation Accuracy:  0.762, Loss:  0.222
Epoch   7 Batch   79/269 - Train Accuracy:  0.769, Validation Accuracy:  0.766, Loss:  0.227
Epoch   7 Batch   80/269 - Train Accuracy:  0.777, Validation Accuracy:  0.774, Loss:  0.222
Epoch   7 Batch   81/269 - Train Accuracy:  0.773, Validation Accuracy:  0.775, Loss:  0.227
Epoch   7 Batch   82/269 - Train Accuracy:  0.771, Validation Accuracy:  0.778, Loss:  0.212
Epoch   7 Batch   83/269 - Train Accuracy:  0.766, Validation Accuracy:  0.769, Loss:  0.240
Epoch   7 Batch   84/269 - Train Accuracy:  0.758, Validation Accuracy:  0.762, Loss:  0.224
Epoch   7 Batch   85/269 - Train Accuracy:  0.763, Validation Accuracy:  0.762, Loss:  0.228
Epoch   7 Batch   86/269 - Train Accuracy:  0.748, Validation Accuracy:  0.756, Loss:  0.218
Epoch   7 Batch   87/269 - Train Accuracy:  0.742, Validation Accuracy:  0.757, Loss:  0.236
Epoch   7 Batch   88/269 - Train Accuracy:  0.760, Validation Accuracy:  0.763, Loss:  0.217
Epoch   7 Batch   89/269 - Train Accuracy:  0.785, Validation Accuracy:  0.769, Loss:  0.223
Epoch   7 Batch   90/269 - Train Accuracy:  0.741, Validation Accuracy:  0.771, Loss:  0.241
Epoch   7 Batch   91/269 - Train Accuracy:  0.766, Validation Accuracy:  0.765, Loss:  0.218
Epoch   7 Batch   92/269 - Train Accuracy:  0.760, Validation Accuracy:  0.764, Loss:  0.226
Epoch   7 Batch   93/269 - Train Accuracy:  0.775, Validation Accuracy:  0.758, Loss:  0.212
Epoch   7 Batch   94/269 - Train Accuracy:  0.760, Validation Accuracy:  0.763, Loss:  0.232
Epoch   7 Batch   95/269 - Train Accuracy:  0.759, Validation Accuracy:  0.761, Loss:  0.225
Epoch   7 Batch   96/269 - Train Accuracy:  0.759, Validation Accuracy:  0.763, Loss:  0.234
Epoch   7 Batch   97/269 - Train Accuracy:  0.755, Validation Accuracy:  0.764, Loss:  0.229
Epoch   7 Batch   98/269 - Train Accuracy:  0.760, Validation Accuracy:  0.763, Loss:  0.225
Epoch   7 Batch   99/269 - Train Accuracy:  0.773, Validation Accuracy:  0.761, Loss:  0.225
Epoch   7 Batch  100/269 - Train Accuracy:  0.793, Validation Accuracy:  0.768, Loss:  0.219
Epoch   7 Batch  101/269 - Train Accuracy:  0.738, Validation Accuracy:  0.764, Loss:  0.236
Epoch   7 Batch  102/269 - Train Accuracy:  0.758, Validation Accuracy:  0.768, Loss:  0.225
Epoch   7 Batch  103/269 - Train Accuracy:  0.769, Validation Accuracy:  0.767, Loss:  0.217
Epoch   7 Batch  104/269 - Train Accuracy:  0.754, Validation Accuracy:  0.763, Loss:  0.222
Epoch   7 Batch  105/269 - Train Accuracy:  0.754, Validation Accuracy:  0.757, Loss:  0.232
Epoch   7 Batch  106/269 - Train Accuracy:  0.754, Validation Accuracy:  0.764, Loss:  0.224
Epoch   7 Batch  107/269 - Train Accuracy:  0.751, Validation Accuracy:  0.770, Loss:  0.234
Epoch   7 Batch  108/269 - Train Accuracy:  0.762, Validation Accuracy:  0.769, Loss:  0.222
Epoch   7 Batch  109/269 - Train Accuracy:  0.726, Validation Accuracy:  0.759, Loss:  0.231
Epoch   7 Batch  110/269 - Train Accuracy:  0.755, Validation Accuracy:  0.748, Loss:  0.214
Epoch   7 Batch  111/269 - Train Accuracy:  0.735, Validation Accuracy:  0.747, Loss:  0.228
Epoch   7 Batch  112/269 - Train Accuracy:  0.754, Validation Accuracy:  0.748, Loss:  0.226
Epoch   7 Batch  113/269 - Train Accuracy:  0.762, Validation Accuracy:  0.753, Loss:  0.211
Epoch   7 Batch  114/269 - Train Accuracy:  0.745, Validation Accuracy:  0.752, Loss:  0.226
Epoch   7 Batch  115/269 - Train Accuracy:  0.747, Validation Accuracy:  0.767, Loss:  0.237
Epoch   7 Batch  116/269 - Train Accuracy:  0.764, Validation Accuracy:  0.773, Loss:  0.222
Epoch   7 Batch  117/269 - Train Accuracy:  0.759, Validation Accuracy:  0.776, Loss:  0.227
Epoch   7 Batch  118/269 - Train Accuracy:  0.794, Validation Accuracy:  0.776, Loss:  0.213
Epoch   7 Batch  119/269 - Train Accuracy:  0.759, Validation Accuracy:  0.770, Loss:  0.222
Epoch   7 Batch  120/269 - Train Accuracy:  0.754, Validation Accuracy:  0.768, Loss:  0.237
Epoch   7 Batch  121/269 - Train Accuracy:  0.761, Validation Accuracy:  0.763, Loss:  0.222
Epoch   7 Batch  122/269 - Train Accuracy:  0.760, Validation Accuracy:  0.761, Loss:  0.216
Epoch   7 Batch  123/269 - Train Accuracy:  0.751, Validation Accuracy:  0.764, Loss:  0.230
Epoch   7 Batch  124/269 - Train Accuracy:  0.768, Validation Accuracy:  0.768, Loss:  0.221
Epoch   7 Batch  125/269 - Train Accuracy:  0.763, Validation Accuracy:  0.769, Loss:  0.228
Epoch   7 Batch  126/269 - Train Accuracy:  0.761, Validation Accuracy:  0.768, Loss:  0.223
Epoch   7 Batch  127/269 - Train Accuracy:  0.747, Validation Accuracy:  0.762, Loss:  0.225
Epoch   7 Batch  128/269 - Train Accuracy:  0.768, Validation Accuracy:  0.760, Loss:  0.218
Epoch   7 Batch  129/269 - Train Accuracy:  0.751, Validation Accuracy:  0.758, Loss:  0.216
Epoch   7 Batch  130/269 - Train Accuracy:  0.740, Validation Accuracy:  0.748, Loss:  0.226
Epoch   7 Batch  131/269 - Train Accuracy:  0.732, Validation Accuracy:  0.752, Loss:  0.230
Epoch   7 Batch  132/269 - Train Accuracy:  0.742, Validation Accuracy:  0.759, Loss:  0.232
Epoch   7 Batch  133/269 - Train Accuracy:  0.775, Validation Accuracy:  0.769, Loss:  0.216
Epoch   7 Batch  134/269 - Train Accuracy:  0.753, Validation Accuracy:  0.775, Loss:  0.229
Epoch   7 Batch  135/269 - Train Accuracy:  0.741, Validation Accuracy:  0.779, Loss:  0.238
Epoch   7 Batch  136/269 - Train Accuracy:  0.744, Validation Accuracy:  0.774, Loss:  0.235
Epoch   7 Batch  137/269 - Train Accuracy:  0.759, Validation Accuracy:  0.778, Loss:  0.235
Epoch   7 Batch  138/269 - Train Accuracy:  0.764, Validation Accuracy:  0.776, Loss:  0.232
Epoch   7 Batch  139/269 - Train Accuracy:  0.784, Validation Accuracy:  0.772, Loss:  0.215
Epoch   7 Batch  140/269 - Train Accuracy:  0.775, Validation Accuracy:  0.767, Loss:  0.226
Epoch   7 Batch  141/269 - Train Accuracy:  0.757, Validation Accuracy:  0.767, Loss:  0.232
Epoch   7 Batch  142/269 - Train Accuracy:  0.773, Validation Accuracy:  0.769, Loss:  0.214
Epoch   7 Batch  143/269 - Train Accuracy:  0.788, Validation Accuracy:  0.774, Loss:  0.218
Epoch   7 Batch  144/269 - Train Accuracy:  0.779, Validation Accuracy:  0.776, Loss:  0.206
Epoch   7 Batch  145/269 - Train Accuracy:  0.768, Validation Accuracy:  0.776, Loss:  0.217
Epoch   7 Batch  146/269 - Train Accuracy:  0.769, Validation Accuracy:  0.765, Loss:  0.211
Epoch   7 Batch  147/269 - Train Accuracy:  0.764, Validation Accuracy:  0.752, Loss:  0.215
Epoch   7 Batch  148/269 - Train Accuracy:  0.748, Validation Accuracy:  0.751, Loss:  0.220
Epoch   7 Batch  149/269 - Train Accuracy:  0.762, Validation Accuracy:  0.756, Loss:  0.223
Epoch   7 Batch  150/269 - Train Accuracy:  0.765, Validation Accuracy:  0.768, Loss:  0.225
Epoch   7 Batch  151/269 - Train Accuracy:  0.790, Validation Accuracy:  0.771, Loss:  0.209
Epoch   7 Batch  152/269 - Train Accuracy:  0.772, Validation Accuracy:  0.776, Loss:  0.225
Epoch   7 Batch  153/269 - Train Accuracy:  0.775, Validation Accuracy:  0.783, Loss:  0.218
Epoch   7 Batch  154/269 - Train Accuracy:  0.761, Validation Accuracy:  0.784, Loss:  0.223
Epoch   7 Batch  155/269 - Train Accuracy:  0.779, Validation Accuracy:  0.782, Loss:  0.211
Epoch   7 Batch  156/269 - Train Accuracy:  0.771, Validation Accuracy:  0.776, Loss:  0.229
Epoch   7 Batch  157/269 - Train Accuracy:  0.769, Validation Accuracy:  0.772, Loss:  0.221
Epoch   7 Batch  158/269 - Train Accuracy:  0.767, Validation Accuracy:  0.772, Loss:  0.223
Epoch   7 Batch  159/269 - Train Accuracy:  0.762, Validation Accuracy:  0.768, Loss:  0.215
Epoch   7 Batch  160/269 - Train Accuracy:  0.760, Validation Accuracy:  0.771, Loss:  0.209
Epoch   7 Batch  161/269 - Train Accuracy:  0.752, Validation Accuracy:  0.754, Loss:  0.216
Epoch   7 Batch  162/269 - Train Accuracy:  0.759, Validation Accuracy:  0.756, Loss:  0.230
Epoch   7 Batch  163/269 - Train Accuracy:  0.769, Validation Accuracy:  0.770, Loss:  0.224
Epoch   7 Batch  164/269 - Train Accuracy:  0.768, Validation Accuracy:  0.772, Loss:  0.220
Epoch   7 Batch  165/269 - Train Accuracy:  0.742, Validation Accuracy:  0.771, Loss:  0.226
Epoch   7 Batch  166/269 - Train Accuracy:  0.763, Validation Accuracy:  0.762, Loss:  0.211
Epoch   7 Batch  167/269 - Train Accuracy:  0.765, Validation Accuracy:  0.772, Loss:  0.219
Epoch   7 Batch  168/269 - Train Accuracy:  0.771, Validation Accuracy:  0.777, Loss:  0.215
Epoch   7 Batch  169/269 - Train Accuracy:  0.766, Validation Accuracy:  0.773, Loss:  0.222
Epoch   7 Batch  170/269 - Train Accuracy:  0.770, Validation Accuracy:  0.767, Loss:  0.213
Epoch   7 Batch  171/269 - Train Accuracy:  0.744, Validation Accuracy:  0.770, Loss:  0.231
Epoch   7 Batch  172/269 - Train Accuracy:  0.757, Validation Accuracy:  0.766, Loss:  0.226
Epoch   7 Batch  173/269 - Train Accuracy:  0.763, Validation Accuracy:  0.775, Loss:  0.216
Epoch   7 Batch  174/269 - Train Accuracy:  0.765, Validation Accuracy:  0.771, Loss:  0.219
Epoch   7 Batch  175/269 - Train Accuracy:  0.763, Validation Accuracy:  0.774, Loss:  0.230
Epoch   7 Batch  176/269 - Train Accuracy:  0.753, Validation Accuracy:  0.776, Loss:  0.231
Epoch   7 Batch  177/269 - Train Accuracy:  0.786, Validation Accuracy:  0.777, Loss:  0.206
Epoch   7 Batch  178/269 - Train Accuracy:  0.772, Validation Accuracy:  0.781, Loss:  0.220
Epoch   7 Batch  179/269 - Train Accuracy:  0.767, Validation Accuracy:  0.782, Loss:  0.220
Epoch   7 Batch  180/269 - Train Accuracy:  0.774, Validation Accuracy:  0.778, Loss:  0.219
Epoch   7 Batch  181/269 - Train Accuracy:  0.754, Validation Accuracy:  0.774, Loss:  0.220
Epoch   7 Batch  182/269 - Train Accuracy:  0.759, Validation Accuracy:  0.768, Loss:  0.218
Epoch   7 Batch  183/269 - Train Accuracy:  0.792, Validation Accuracy:  0.772, Loss:  0.198
Epoch   7 Batch  184/269 - Train Accuracy:  0.746, Validation Accuracy:  0.773, Loss:  0.237
Epoch   7 Batch  185/269 - Train Accuracy:  0.764, Validation Accuracy:  0.778, Loss:  0.217
Epoch   7 Batch  186/269 - Train Accuracy:  0.760, Validation Accuracy:  0.775, Loss:  0.222
Epoch   7 Batch  187/269 - Train Accuracy:  0.763, Validation Accuracy:  0.785, Loss:  0.217
Epoch   7 Batch  188/269 - Train Accuracy:  0.775, Validation Accuracy:  0.784, Loss:  0.210
Epoch   7 Batch  189/269 - Train Accuracy:  0.780, Validation Accuracy:  0.781, Loss:  0.209
Epoch   7 Batch  190/269 - Train Accuracy:  0.767, Validation Accuracy:  0.764, Loss:  0.218
Epoch   7 Batch  191/269 - Train Accuracy:  0.768, Validation Accuracy:  0.764, Loss:  0.219
Epoch   7 Batch  192/269 - Train Accuracy:  0.769, Validation Accuracy:  0.762, Loss:  0.214
Epoch   7 Batch  193/269 - Train Accuracy:  0.771, Validation Accuracy:  0.772, Loss:  0.222
Epoch   7 Batch  194/269 - Train Accuracy:  0.774, Validation Accuracy:  0.775, Loss:  0.223
Epoch   7 Batch  195/269 - Train Accuracy:  0.771, Validation Accuracy:  0.780, Loss:  0.221
Epoch   7 Batch  196/269 - Train Accuracy:  0.751, Validation Accuracy:  0.769, Loss:  0.224
Epoch   7 Batch  197/269 - Train Accuracy:  0.736, Validation Accuracy:  0.766, Loss:  0.236
Epoch   7 Batch  198/269 - Train Accuracy:  0.741, Validation Accuracy:  0.751, Loss:  0.229
Epoch   7 Batch  199/269 - Train Accuracy:  0.745, Validation Accuracy:  0.754, Loss:  0.227
Epoch   7 Batch  200/269 - Train Accuracy:  0.767, Validation Accuracy:  0.775, Loss:  0.224
Epoch   7 Batch  201/269 - Train Accuracy:  0.762, Validation Accuracy:  0.775, Loss:  0.220
Epoch   7 Batch  202/269 - Train Accuracy:  0.771, Validation Accuracy:  0.775, Loss:  0.222
Epoch   7 Batch  203/269 - Train Accuracy:  0.764, Validation Accuracy:  0.772, Loss:  0.234
Epoch   7 Batch  204/269 - Train Accuracy:  0.736, Validation Accuracy:  0.773, Loss:  0.235
Epoch   7 Batch  205/269 - Train Accuracy:  0.749, Validation Accuracy:  0.770, Loss:  0.218
Epoch   7 Batch  206/269 - Train Accuracy:  0.747, Validation Accuracy:  0.768, Loss:  0.225
Epoch   7 Batch  207/269 - Train Accuracy:  0.768, Validation Accuracy:  0.776, Loss:  0.213
Epoch   7 Batch  208/269 - Train Accuracy:  0.758, Validation Accuracy:  0.771, Loss:  0.224
Epoch   7 Batch  209/269 - Train Accuracy:  0.771, Validation Accuracy:  0.773, Loss:  0.220
Epoch   7 Batch  210/269 - Train Accuracy:  0.779, Validation Accuracy:  0.781, Loss:  0.212
Epoch   7 Batch  211/269 - Train Accuracy:  0.771, Validation Accuracy:  0.779, Loss:  0.224
Epoch   7 Batch  212/269 - Train Accuracy:  0.770, Validation Accuracy:  0.785, Loss:  0.226
Epoch   7 Batch  213/269 - Train Accuracy:  0.753, Validation Accuracy:  0.783, Loss:  0.226
Epoch   7 Batch  214/269 - Train Accuracy:  0.782, Validation Accuracy:  0.774, Loss:  0.214
Epoch   7 Batch  215/269 - Train Accuracy:  0.786, Validation Accuracy:  0.767, Loss:  0.209
Epoch   7 Batch  216/269 - Train Accuracy:  0.742, Validation Accuracy:  0.765, Loss:  0.234
Epoch   7 Batch  217/269 - Train Accuracy:  0.726, Validation Accuracy:  0.762, Loss:  0.227
Epoch   7 Batch  218/269 - Train Accuracy:  0.753, Validation Accuracy:  0.763, Loss:  0.218
Epoch   7 Batch  219/269 - Train Accuracy:  0.770, Validation Accuracy:  0.774, Loss:  0.226
Epoch   7 Batch  220/269 - Train Accuracy:  0.765, Validation Accuracy:  0.776, Loss:  0.204
Epoch   7 Batch  221/269 - Train Accuracy:  0.791, Validation Accuracy:  0.782, Loss:  0.210
Epoch   7 Batch  222/269 - Train Accuracy:  0.778, Validation Accuracy:  0.782, Loss:  0.209
Epoch   7 Batch  223/269 - Train Accuracy:  0.771, Validation Accuracy:  0.781, Loss:  0.212
Epoch   7 Batch  224/269 - Train Accuracy:  0.777, Validation Accuracy:  0.776, Loss:  0.222
Epoch   7 Batch  225/269 - Train Accuracy:  0.759, Validation Accuracy:  0.771, Loss:  0.218
Epoch   7 Batch  226/269 - Train Accuracy:  0.761, Validation Accuracy:  0.766, Loss:  0.215
Epoch   7 Batch  227/269 - Train Accuracy:  0.798, Validation Accuracy:  0.758, Loss:  0.189
Epoch   7 Batch  228/269 - Train Accuracy:  0.753, Validation Accuracy:  0.756, Loss:  0.212
Epoch   7 Batch  229/269 - Train Accuracy:  0.766, Validation Accuracy:  0.773, Loss:  0.201
Epoch   7 Batch  230/269 - Train Accuracy:  0.756, Validation Accuracy:  0.781, Loss:  0.221
Epoch   7 Batch  231/269 - Train Accuracy:  0.738, Validation Accuracy:  0.781, Loss:  0.231
Epoch   7 Batch  232/269 - Train Accuracy:  0.746, Validation Accuracy:  0.783, Loss:  0.234
Epoch   7 Batch  233/269 - Train Accuracy:  0.777, Validation Accuracy:  0.785, Loss:  0.220
Epoch   7 Batch  234/269 - Train Accuracy:  0.784, Validation Accuracy:  0.786, Loss:  0.216
Epoch   7 Batch  235/269 - Train Accuracy:  0.793, Validation Accuracy:  0.786, Loss:  0.203
Epoch   7 Batch  236/269 - Train Accuracy:  0.774, Validation Accuracy:  0.774, Loss:  0.209
Epoch   7 Batch  237/269 - Train Accuracy:  0.756, Validation Accuracy:  0.772, Loss:  0.216
Epoch   7 Batch  238/269 - Train Accuracy:  0.767, Validation Accuracy:  0.762, Loss:  0.206
Epoch   7 Batch  239/269 - Train Accuracy:  0.762, Validation Accuracy:  0.754, Loss:  0.208
Epoch   7 Batch  240/269 - Train Accuracy:  0.783, Validation Accuracy:  0.756, Loss:  0.188
Epoch   7 Batch  241/269 - Train Accuracy:  0.765, Validation Accuracy:  0.762, Loss:  0.213
Epoch   7 Batch  242/269 - Train Accuracy:  0.754, Validation Accuracy:  0.767, Loss:  0.217
Epoch   7 Batch  243/269 - Train Accuracy:  0.784, Validation Accuracy:  0.776, Loss:  0.207
Epoch   7 Batch  244/269 - Train Accuracy:  0.766, Validation Accuracy:  0.779, Loss:  0.220
Epoch   7 Batch  245/269 - Train Accuracy:  0.762, Validation Accuracy:  0.789, Loss:  0.225
Epoch   7 Batch  246/269 - Train Accuracy:  0.755, Validation Accuracy:  0.792, Loss:  0.215
Epoch   7 Batch  247/269 - Train Accuracy:  0.766, Validation Accuracy:  0.787, Loss:  0.219
Epoch   7 Batch  248/269 - Train Accuracy:  0.763, Validation Accuracy:  0.777, Loss:  0.210
Epoch   7 Batch  249/269 - Train Accuracy:  0.777, Validation Accuracy:  0.771, Loss:  0.197
Epoch   7 Batch  250/269 - Train Accuracy:  0.761, Validation Accuracy:  0.764, Loss:  0.208
Epoch   7 Batch  251/269 - Train Accuracy:  0.780, Validation Accuracy:  0.769, Loss:  0.208
Epoch   7 Batch  252/269 - Train Accuracy:  0.759, Validation Accuracy:  0.774, Loss:  0.219
Epoch   7 Batch  253/269 - Train Accuracy:  0.764, Validation Accuracy:  0.779, Loss:  0.220
Epoch   7 Batch  254/269 - Train Accuracy:  0.780, Validation Accuracy:  0.785, Loss:  0.218
Epoch   7 Batch  255/269 - Train Accuracy:  0.794, Validation Accuracy:  0.785, Loss:  0.193
Epoch   7 Batch  256/269 - Train Accuracy:  0.746, Validation Accuracy:  0.781, Loss:  0.218
Epoch   7 Batch  257/269 - Train Accuracy:  0.737, Validation Accuracy:  0.774, Loss:  0.223
Epoch   7 Batch  258/269 - Train Accuracy:  0.757, Validation Accuracy:  0.757, Loss:  0.211
Epoch   7 Batch  259/269 - Train Accuracy:  0.771, Validation Accuracy:  0.764, Loss:  0.204
Epoch   7 Batch  260/269 - Train Accuracy:  0.761, Validation Accuracy:  0.776, Loss:  0.225
Epoch   7 Batch  261/269 - Train Accuracy:  0.762, Validation Accuracy:  0.781, Loss:  0.230
Epoch   7 Batch  262/269 - Train Accuracy:  0.786, Validation Accuracy:  0.787, Loss:  0.205
Epoch   7 Batch  263/269 - Train Accuracy:  0.773, Validation Accuracy:  0.781, Loss:  0.222
Epoch   7 Batch  264/269 - Train Accuracy:  0.763, Validation Accuracy:  0.782, Loss:  0.215
Epoch   7 Batch  265/269 - Train Accuracy:  0.758, Validation Accuracy:  0.782, Loss:  0.226
Epoch   7 Batch  266/269 - Train Accuracy:  0.776, Validation Accuracy:  0.782, Loss:  0.214
Epoch   7 Batch  267/269 - Train Accuracy:  0.771, Validation Accuracy:  0.779, Loss:  0.222
Epoch   8 Batch    0/269 - Train Accuracy:  0.761, Validation Accuracy:  0.776, Loss:  0.224
Epoch   8 Batch    1/269 - Train Accuracy:  0.759, Validation Accuracy:  0.764, Loss:  0.218
Epoch   8 Batch    2/269 - Train Accuracy:  0.752, Validation Accuracy:  0.765, Loss:  0.217
Epoch   8 Batch    3/269 - Train Accuracy:  0.770, Validation Accuracy:  0.765, Loss:  0.216
Epoch   8 Batch    4/269 - Train Accuracy:  0.745, Validation Accuracy:  0.765, Loss:  0.232
Epoch   8 Batch    5/269 - Train Accuracy:  0.750, Validation Accuracy:  0.762, Loss:  0.228
Epoch   8 Batch    6/269 - Train Accuracy:  0.763, Validation Accuracy:  0.768, Loss:  0.217
Epoch   8 Batch    7/269 - Train Accuracy:  0.770, Validation Accuracy:  0.764, Loss:  0.206
Epoch   8 Batch    8/269 - Train Accuracy:  0.747, Validation Accuracy:  0.775, Loss:  0.231
Epoch   8 Batch    9/269 - Train Accuracy:  0.752, Validation Accuracy:  0.779, Loss:  0.226
Epoch   8 Batch   10/269 - Train Accuracy:  0.768, Validation Accuracy:  0.785, Loss:  0.224
Epoch   8 Batch   11/269 - Train Accuracy:  0.761, Validation Accuracy:  0.781, Loss:  0.223
Epoch   8 Batch   12/269 - Train Accuracy:  0.743, Validation Accuracy:  0.782, Loss:  0.230
Epoch   8 Batch   13/269 - Train Accuracy:  0.792, Validation Accuracy:  0.780, Loss:  0.195
Epoch   8 Batch   14/269 - Train Accuracy:  0.763, Validation Accuracy:  0.782, Loss:  0.223
Epoch   8 Batch   15/269 - Train Accuracy:  0.757, Validation Accuracy:  0.780, Loss:  0.211
Epoch   8 Batch   16/269 - Train Accuracy:  0.786, Validation Accuracy:  0.764, Loss:  0.211
Epoch   8 Batch   17/269 - Train Accuracy:  0.758, Validation Accuracy:  0.756, Loss:  0.212
Epoch   8 Batch   18/269 - Train Accuracy:  0.751, Validation Accuracy:  0.746, Loss:  0.221
Epoch   8 Batch   19/269 - Train Accuracy:  0.791, Validation Accuracy:  0.754, Loss:  0.196
Epoch   8 Batch   20/269 - Train Accuracy:  0.771, Validation Accuracy:  0.771, Loss:  0.223
Epoch   8 Batch   21/269 - Train Accuracy:  0.765, Validation Accuracy:  0.785, Loss:  0.230
Epoch   8 Batch   22/269 - Train Accuracy:  0.786, Validation Accuracy:  0.787, Loss:  0.206
Epoch   8 Batch   23/269 - Train Accuracy:  0.785, Validation Accuracy:  0.788, Loss:  0.205
Epoch   8 Batch   24/269 - Train Accuracy:  0.765, Validation Accuracy:  0.791, Loss:  0.224
Epoch   8 Batch   25/269 - Train Accuracy:  0.760, Validation Accuracy:  0.782, Loss:  0.229
Epoch   8 Batch   26/269 - Train Accuracy:  0.783, Validation Accuracy:  0.769, Loss:  0.200
Epoch   8 Batch   27/269 - Train Accuracy:  0.748, Validation Accuracy:  0.761, Loss:  0.210
Epoch   8 Batch   28/269 - Train Accuracy:  0.722, Validation Accuracy:  0.751, Loss:  0.234
Epoch   8 Batch   29/269 - Train Accuracy:  0.766, Validation Accuracy:  0.767, Loss:  0.222
Epoch   8 Batch   30/269 - Train Accuracy:  0.774, Validation Accuracy:  0.775, Loss:  0.211
Epoch   8 Batch   31/269 - Train Accuracy:  0.783, Validation Accuracy:  0.779, Loss:  0.199
Epoch   8 Batch   32/269 - Train Accuracy:  0.769, Validation Accuracy:  0.780, Loss:  0.195
Epoch   8 Batch   33/269 - Train Accuracy:  0.780, Validation Accuracy:  0.780, Loss:  0.203
Epoch   8 Batch   34/269 - Train Accuracy:  0.767, Validation Accuracy:  0.776, Loss:  0.210
Epoch   8 Batch   35/269 - Train Accuracy:  0.765, Validation Accuracy:  0.777, Loss:  0.228
Epoch   8 Batch   36/269 - Train Accuracy:  0.773, Validation Accuracy:  0.768, Loss:  0.205
Epoch   8 Batch   37/269 - Train Accuracy:  0.783, Validation Accuracy:  0.777, Loss:  0.206
Epoch   8 Batch   38/269 - Train Accuracy:  0.778, Validation Accuracy:  0.778, Loss:  0.203
Epoch   8 Batch   39/269 - Train Accuracy:  0.776, Validation Accuracy:  0.781, Loss:  0.214
Epoch   8 Batch   40/269 - Train Accuracy:  0.754, Validation Accuracy:  0.778, Loss:  0.227
Epoch   8 Batch   41/269 - Train Accuracy:  0.761, Validation Accuracy:  0.778, Loss:  0.217
Epoch   8 Batch   42/269 - Train Accuracy:  0.776, Validation Accuracy:  0.778, Loss:  0.200
Epoch   8 Batch   43/269 - Train Accuracy:  0.769, Validation Accuracy:  0.776, Loss:  0.215
Epoch   8 Batch   44/269 - Train Accuracy:  0.761, Validation Accuracy:  0.774, Loss:  0.207
Epoch   8 Batch   45/269 - Train Accuracy:  0.769, Validation Accuracy:  0.779, Loss:  0.218
Epoch   8 Batch   46/269 - Train Accuracy:  0.779, Validation Accuracy:  0.782, Loss:  0.217
Epoch   8 Batch   47/269 - Train Accuracy:  0.801, Validation Accuracy:  0.786, Loss:  0.194
Epoch   8 Batch   48/269 - Train Accuracy:  0.779, Validation Accuracy:  0.789, Loss:  0.202
Epoch   8 Batch   49/269 - Train Accuracy:  0.770, Validation Accuracy:  0.795, Loss:  0.213
Epoch   8 Batch   50/269 - Train Accuracy:  0.763, Validation Accuracy:  0.784, Loss:  0.219
Epoch   8 Batch   51/269 - Train Accuracy:  0.756, Validation Accuracy:  0.770, Loss:  0.211
Epoch   8 Batch   52/269 - Train Accuracy:  0.741, Validation Accuracy:  0.760, Loss:  0.206
Epoch   8 Batch   53/269 - Train Accuracy:  0.756, Validation Accuracy:  0.764, Loss:  0.216
Epoch   8 Batch   54/269 - Train Accuracy:  0.774, Validation Accuracy:  0.781, Loss:  0.201
Epoch   8 Batch   55/269 - Train Accuracy:  0.778, Validation Accuracy:  0.782, Loss:  0.209
Epoch   8 Batch   56/269 - Train Accuracy:  0.781, Validation Accuracy:  0.781, Loss:  0.201
Epoch   8 Batch   57/269 - Train Accuracy:  0.776, Validation Accuracy:  0.781, Loss:  0.211
Epoch   8 Batch   58/269 - Train Accuracy:  0.775, Validation Accuracy:  0.778, Loss:  0.201
Epoch   8 Batch   59/269 - Train Accuracy:  0.791, Validation Accuracy:  0.775, Loss:  0.193
Epoch   8 Batch   60/269 - Train Accuracy:  0.767, Validation Accuracy:  0.774, Loss:  0.209
Epoch   8 Batch   61/269 - Train Accuracy:  0.782, Validation Accuracy:  0.773, Loss:  0.195
Epoch   8 Batch   62/269 - Train Accuracy:  0.784, Validation Accuracy:  0.772, Loss:  0.197
Epoch   8 Batch   63/269 - Train Accuracy:  0.779, Validation Accuracy:  0.770, Loss:  0.211
Epoch   8 Batch   64/269 - Train Accuracy:  0.758, Validation Accuracy:  0.766, Loss:  0.209
Epoch   8 Batch   65/269 - Train Accuracy:  0.763, Validation Accuracy:  0.768, Loss:  0.204
Epoch   8 Batch   66/269 - Train Accuracy:  0.755, Validation Accuracy:  0.766, Loss:  0.205
Epoch   8 Batch   67/269 - Train Accuracy:  0.751, Validation Accuracy:  0.771, Loss:  0.213
Epoch   8 Batch   68/269 - Train Accuracy:  0.744, Validation Accuracy:  0.769, Loss:  0.215
Epoch   8 Batch   69/269 - Train Accuracy:  0.743, Validation Accuracy:  0.769, Loss:  0.229
Epoch   8 Batch   70/269 - Train Accuracy:  0.787, Validation Accuracy:  0.777, Loss:  0.205
Epoch   8 Batch   71/269 - Train Accuracy:  0.780, Validation Accuracy:  0.782, Loss:  0.221
Epoch   8 Batch   72/269 - Train Accuracy:  0.765, Validation Accuracy:  0.784, Loss:  0.208
Epoch   8 Batch   73/269 - Train Accuracy:  0.770, Validation Accuracy:  0.781, Loss:  0.201
Epoch   8 Batch   74/269 - Train Accuracy:  0.771, Validation Accuracy:  0.768, Loss:  0.208
Epoch   8 Batch   75/269 - Train Accuracy:  0.755, Validation Accuracy:  0.755, Loss:  0.210
Epoch   8 Batch   76/269 - Train Accuracy:  0.729, Validation Accuracy:  0.745, Loss:  0.217
Epoch   8 Batch   77/269 - Train Accuracy:  0.772, Validation Accuracy:  0.757, Loss:  0.207
Epoch   8 Batch   78/269 - Train Accuracy:  0.766, Validation Accuracy:  0.767, Loss:  0.206
Epoch   8 Batch   79/269 - Train Accuracy:  0.773, Validation Accuracy:  0.777, Loss:  0.212
Epoch   8 Batch   80/269 - Train Accuracy:  0.778, Validation Accuracy:  0.782, Loss:  0.204
Epoch   8 Batch   81/269 - Train Accuracy:  0.776, Validation Accuracy:  0.783, Loss:  0.209
Epoch   8 Batch   82/269 - Train Accuracy:  0.782, Validation Accuracy:  0.783, Loss:  0.193
Epoch   8 Batch   83/269 - Train Accuracy:  0.773, Validation Accuracy:  0.779, Loss:  0.221
Epoch   8 Batch   84/269 - Train Accuracy:  0.769, Validation Accuracy:  0.779, Loss:  0.207
Epoch   8 Batch   85/269 - Train Accuracy:  0.776, Validation Accuracy:  0.764, Loss:  0.211
Epoch   8 Batch   86/269 - Train Accuracy:  0.754, Validation Accuracy:  0.752, Loss:  0.201
Epoch   8 Batch   87/269 - Train Accuracy:  0.749, Validation Accuracy:  0.755, Loss:  0.221
Epoch   8 Batch   88/269 - Train Accuracy:  0.771, Validation Accuracy:  0.769, Loss:  0.199
Epoch   8 Batch   89/269 - Train Accuracy:  0.779, Validation Accuracy:  0.778, Loss:  0.206
Epoch   8 Batch   90/269 - Train Accuracy:  0.749, Validation Accuracy:  0.779, Loss:  0.221
Epoch   8 Batch   91/269 - Train Accuracy:  0.774, Validation Accuracy:  0.779, Loss:  0.197
Epoch   8 Batch   92/269 - Train Accuracy:  0.762, Validation Accuracy:  0.780, Loss:  0.208
Epoch   8 Batch   93/269 - Train Accuracy:  0.785, Validation Accuracy:  0.779, Loss:  0.198
Epoch   8 Batch   94/269 - Train Accuracy:  0.763, Validation Accuracy:  0.777, Loss:  0.219
Epoch   8 Batch   95/269 - Train Accuracy:  0.766, Validation Accuracy:  0.771, Loss:  0.206
Epoch   8 Batch   96/269 - Train Accuracy:  0.766, Validation Accuracy:  0.774, Loss:  0.221
Epoch   8 Batch   97/269 - Train Accuracy:  0.752, Validation Accuracy:  0.777, Loss:  0.215
Epoch   8 Batch   98/269 - Train Accuracy:  0.771, Validation Accuracy:  0.778, Loss:  0.212
Epoch   8 Batch   99/269 - Train Accuracy:  0.776, Validation Accuracy:  0.778, Loss:  0.208
Epoch   8 Batch  100/269 - Train Accuracy:  0.802, Validation Accuracy:  0.783, Loss:  0.203
Epoch   8 Batch  101/269 - Train Accuracy:  0.749, Validation Accuracy:  0.783, Loss:  0.223
Epoch   8 Batch  102/269 - Train Accuracy:  0.760, Validation Accuracy:  0.783, Loss:  0.207
Epoch   8 Batch  103/269 - Train Accuracy:  0.765, Validation Accuracy:  0.772, Loss:  0.203
Epoch   8 Batch  104/269 - Train Accuracy:  0.755, Validation Accuracy:  0.760, Loss:  0.206
Epoch   8 Batch  105/269 - Train Accuracy:  0.755, Validation Accuracy:  0.759, Loss:  0.217
Epoch   8 Batch  106/269 - Train Accuracy:  0.763, Validation Accuracy:  0.775, Loss:  0.208
Epoch   8 Batch  107/269 - Train Accuracy:  0.766, Validation Accuracy:  0.781, Loss:  0.217
Epoch   8 Batch  108/269 - Train Accuracy:  0.765, Validation Accuracy:  0.785, Loss:  0.208
Epoch   8 Batch  109/269 - Train Accuracy:  0.734, Validation Accuracy:  0.783, Loss:  0.215
Epoch   8 Batch  110/269 - Train Accuracy:  0.759, Validation Accuracy:  0.779, Loss:  0.202
Epoch   8 Batch  111/269 - Train Accuracy:  0.738, Validation Accuracy:  0.770, Loss:  0.212
Epoch   8 Batch  112/269 - Train Accuracy:  0.760, Validation Accuracy:  0.760, Loss:  0.210
Epoch   8 Batch  113/269 - Train Accuracy:  0.762, Validation Accuracy:  0.766, Loss:  0.199
Epoch   8 Batch  114/269 - Train Accuracy:  0.749, Validation Accuracy:  0.763, Loss:  0.206
Epoch   8 Batch  115/269 - Train Accuracy:  0.758, Validation Accuracy:  0.776, Loss:  0.224
Epoch   8 Batch  116/269 - Train Accuracy:  0.773, Validation Accuracy:  0.780, Loss:  0.204
Epoch   8 Batch  117/269 - Train Accuracy:  0.759, Validation Accuracy:  0.777, Loss:  0.213
Epoch   8 Batch  118/269 - Train Accuracy:  0.806, Validation Accuracy:  0.779, Loss:  0.196
Epoch   8 Batch  119/269 - Train Accuracy:  0.763, Validation Accuracy:  0.772, Loss:  0.201
Epoch   8 Batch  120/269 - Train Accuracy:  0.766, Validation Accuracy:  0.776, Loss:  0.224
Epoch   8 Batch  121/269 - Train Accuracy:  0.774, Validation Accuracy:  0.773, Loss:  0.203
Epoch   8 Batch  122/269 - Train Accuracy:  0.764, Validation Accuracy:  0.773, Loss:  0.201
Epoch   8 Batch  123/269 - Train Accuracy:  0.755, Validation Accuracy:  0.773, Loss:  0.214
Epoch   8 Batch  124/269 - Train Accuracy:  0.768, Validation Accuracy:  0.772, Loss:  0.204
Epoch   8 Batch  125/269 - Train Accuracy:  0.768, Validation Accuracy:  0.770, Loss:  0.213
Epoch   8 Batch  126/269 - Train Accuracy:  0.762, Validation Accuracy:  0.769, Loss:  0.208
Epoch   8 Batch  127/269 - Train Accuracy:  0.752, Validation Accuracy:  0.770, Loss:  0.215
Epoch   8 Batch  128/269 - Train Accuracy:  0.780, Validation Accuracy:  0.768, Loss:  0.204
Epoch   8 Batch  129/269 - Train Accuracy:  0.766, Validation Accuracy:  0.770, Loss:  0.205
Epoch   8 Batch  130/269 - Train Accuracy:  0.739, Validation Accuracy:  0.758, Loss:  0.210
Epoch   8 Batch  131/269 - Train Accuracy:  0.740, Validation Accuracy:  0.766, Loss:  0.214
Epoch   8 Batch  132/269 - Train Accuracy:  0.744, Validation Accuracy:  0.771, Loss:  0.218
Epoch   8 Batch  133/269 - Train Accuracy:  0.775, Validation Accuracy:  0.773, Loss:  0.199
Epoch   8 Batch  134/269 - Train Accuracy:  0.766, Validation Accuracy:  0.775, Loss:  0.214
Epoch   8 Batch  135/269 - Train Accuracy:  0.753, Validation Accuracy:  0.773, Loss:  0.219
Epoch   8 Batch  136/269 - Train Accuracy:  0.753, Validation Accuracy:  0.775, Loss:  0.222
Epoch   8 Batch  137/269 - Train Accuracy:  0.762, Validation Accuracy:  0.779, Loss:  0.214
Epoch   8 Batch  138/269 - Train Accuracy:  0.769, Validation Accuracy:  0.777, Loss:  0.214
Epoch   8 Batch  139/269 - Train Accuracy:  0.794, Validation Accuracy:  0.780, Loss:  0.196
Epoch   8 Batch  140/269 - Train Accuracy:  0.781, Validation Accuracy:  0.781, Loss:  0.210
Epoch   8 Batch  141/269 - Train Accuracy:  0.765, Validation Accuracy:  0.785, Loss:  0.213
Epoch   8 Batch  142/269 - Train Accuracy:  0.783, Validation Accuracy:  0.782, Loss:  0.194
Epoch   8 Batch  143/269 - Train Accuracy:  0.788, Validation Accuracy:  0.785, Loss:  0.198
Epoch   8 Batch  144/269 - Train Accuracy:  0.783, Validation Accuracy:  0.789, Loss:  0.191
Epoch   8 Batch  145/269 - Train Accuracy:  0.774, Validation Accuracy:  0.780, Loss:  0.200
Epoch   8 Batch  146/269 - Train Accuracy:  0.776, Validation Accuracy:  0.779, Loss:  0.193
Epoch   8 Batch  147/269 - Train Accuracy:  0.782, Validation Accuracy:  0.774, Loss:  0.196
Epoch   8 Batch  148/269 - Train Accuracy:  0.767, Validation Accuracy:  0.773, Loss:  0.204
Epoch   8 Batch  149/269 - Train Accuracy:  0.771, Validation Accuracy:  0.773, Loss:  0.201
Epoch   8 Batch  150/269 - Train Accuracy:  0.766, Validation Accuracy:  0.772, Loss:  0.201
Epoch   8 Batch  151/269 - Train Accuracy:  0.801, Validation Accuracy:  0.775, Loss:  0.190
Epoch   8 Batch  152/269 - Train Accuracy:  0.784, Validation Accuracy:  0.782, Loss:  0.203
Epoch   8 Batch  153/269 - Train Accuracy:  0.781, Validation Accuracy:  0.789, Loss:  0.197
Epoch   8 Batch  154/269 - Train Accuracy:  0.773, Validation Accuracy:  0.787, Loss:  0.203
Epoch   8 Batch  155/269 - Train Accuracy:  0.790, Validation Accuracy:  0.787, Loss:  0.190
Epoch   8 Batch  156/269 - Train Accuracy:  0.778, Validation Accuracy:  0.784, Loss:  0.206
Epoch   8 Batch  157/269 - Train Accuracy:  0.777, Validation Accuracy:  0.782, Loss:  0.203
Epoch   8 Batch  158/269 - Train Accuracy:  0.770, Validation Accuracy:  0.781, Loss:  0.200
Epoch   8 Batch  159/269 - Train Accuracy:  0.776, Validation Accuracy:  0.782, Loss:  0.197
Epoch   8 Batch  160/269 - Train Accuracy:  0.773, Validation Accuracy:  0.786, Loss:  0.188
Epoch   8 Batch  161/269 - Train Accuracy:  0.779, Validation Accuracy:  0.777, Loss:  0.194
Epoch   8 Batch  162/269 - Train Accuracy:  0.779, Validation Accuracy:  0.777, Loss:  0.208
Epoch   8 Batch  163/269 - Train Accuracy:  0.779, Validation Accuracy:  0.781, Loss:  0.205
Epoch   8 Batch  164/269 - Train Accuracy:  0.771, Validation Accuracy:  0.779, Loss:  0.205
Epoch   8 Batch  165/269 - Train Accuracy:  0.764, Validation Accuracy:  0.774, Loss:  0.205
Epoch   8 Batch  166/269 - Train Accuracy:  0.770, Validation Accuracy:  0.777, Loss:  0.198
Epoch   8 Batch  167/269 - Train Accuracy:  0.774, Validation Accuracy:  0.777, Loss:  0.198
Epoch   8 Batch  168/269 - Train Accuracy:  0.780, Validation Accuracy:  0.781, Loss:  0.208
Epoch   8 Batch  169/269 - Train Accuracy:  0.763, Validation Accuracy:  0.775, Loss:  0.200
Epoch   8 Batch  170/269 - Train Accuracy:  0.776, Validation Accuracy:  0.775, Loss:  0.203
Epoch   8 Batch  171/269 - Train Accuracy:  0.763, Validation Accuracy:  0.776, Loss:  0.210
Epoch   8 Batch  172/269 - Train Accuracy:  0.754, Validation Accuracy:  0.771, Loss:  0.206
Epoch   8 Batch  173/269 - Train Accuracy:  0.771, Validation Accuracy:  0.775, Loss:  0.198
Epoch   8 Batch  174/269 - Train Accuracy:  0.779, Validation Accuracy:  0.775, Loss:  0.197
Epoch   8 Batch  175/269 - Train Accuracy:  0.769, Validation Accuracy:  0.784, Loss:  0.213
Epoch   8 Batch  176/269 - Train Accuracy:  0.754, Validation Accuracy:  0.786, Loss:  0.210
Epoch   8 Batch  177/269 - Train Accuracy:  0.788, Validation Accuracy:  0.779, Loss:  0.184
Epoch   8 Batch  178/269 - Train Accuracy:  0.772, Validation Accuracy:  0.783, Loss:  0.202
Epoch   8 Batch  179/269 - Train Accuracy:  0.767, Validation Accuracy:  0.775, Loss:  0.201
Epoch   8 Batch  180/269 - Train Accuracy:  0.784, Validation Accuracy:  0.777, Loss:  0.207
Epoch   8 Batch  181/269 - Train Accuracy:  0.769, Validation Accuracy:  0.771, Loss:  0.203
Epoch   8 Batch  182/269 - Train Accuracy:  0.772, Validation Accuracy:  0.780, Loss:  0.202
Epoch   8 Batch  183/269 - Train Accuracy:  0.809, Validation Accuracy:  0.786, Loss:  0.180
Epoch   8 Batch  184/269 - Train Accuracy:  0.762, Validation Accuracy:  0.781, Loss:  0.216
Epoch   8 Batch  185/269 - Train Accuracy:  0.782, Validation Accuracy:  0.788, Loss:  0.198
Epoch   8 Batch  186/269 - Train Accuracy:  0.768, Validation Accuracy:  0.787, Loss:  0.200
Epoch   8 Batch  187/269 - Train Accuracy:  0.782, Validation Accuracy:  0.796, Loss:  0.198
Epoch   8 Batch  188/269 - Train Accuracy:  0.794, Validation Accuracy:  0.789, Loss:  0.190
Epoch   8 Batch  189/269 - Train Accuracy:  0.789, Validation Accuracy:  0.785, Loss:  0.190
Epoch   8 Batch  190/269 - Train Accuracy:  0.780, Validation Accuracy:  0.794, Loss:  0.202
Epoch   8 Batch  191/269 - Train Accuracy:  0.789, Validation Accuracy:  0.781, Loss:  0.193
Epoch   8 Batch  192/269 - Train Accuracy:  0.775, Validation Accuracy:  0.778, Loss:  0.198
Epoch   8 Batch  193/269 - Train Accuracy:  0.765, Validation Accuracy:  0.774, Loss:  0.198
Epoch   8 Batch  194/269 - Train Accuracy:  0.789, Validation Accuracy:  0.790, Loss:  0.207
Epoch   8 Batch  195/269 - Train Accuracy:  0.777, Validation Accuracy:  0.784, Loss:  0.194
Epoch   8 Batch  196/269 - Train Accuracy:  0.756, Validation Accuracy:  0.785, Loss:  0.208
Epoch   8 Batch  197/269 - Train Accuracy:  0.750, Validation Accuracy:  0.770, Loss:  0.205
Epoch   8 Batch  198/269 - Train Accuracy:  0.743, Validation Accuracy:  0.763, Loss:  0.205
Epoch   8 Batch  199/269 - Train Accuracy:  0.764, Validation Accuracy:  0.767, Loss:  0.195
Epoch   8 Batch  200/269 - Train Accuracy:  0.787, Validation Accuracy:  0.788, Loss:  0.197
Epoch   8 Batch  201/269 - Train Accuracy:  0.766, Validation Accuracy:  0.791, Loss:  0.196
Epoch   8 Batch  202/269 - Train Accuracy:  0.777, Validation Accuracy:  0.786, Loss:  0.196
Epoch   8 Batch  203/269 - Train Accuracy:  0.769, Validation Accuracy:  0.784, Loss:  0.209
Epoch   8 Batch  204/269 - Train Accuracy:  0.757, Validation Accuracy:  0.774, Loss:  0.209
Epoch   8 Batch  205/269 - Train Accuracy:  0.754, Validation Accuracy:  0.768, Loss:  0.190
Epoch   8 Batch  206/269 - Train Accuracy:  0.763, Validation Accuracy:  0.778, Loss:  0.204
Epoch   8 Batch  207/269 - Train Accuracy:  0.787, Validation Accuracy:  0.786, Loss:  0.191
Epoch   8 Batch  208/269 - Train Accuracy:  0.778, Validation Accuracy:  0.792, Loss:  0.196
Epoch   8 Batch  209/269 - Train Accuracy:  0.781, Validation Accuracy:  0.779, Loss:  0.192
Epoch   8 Batch  210/269 - Train Accuracy:  0.772, Validation Accuracy:  0.772, Loss:  0.188
Epoch   8 Batch  211/269 - Train Accuracy:  0.776, Validation Accuracy:  0.783, Loss:  0.202
Epoch   8 Batch  212/269 - Train Accuracy:  0.776, Validation Accuracy:  0.780, Loss:  0.198
Epoch   8 Batch  213/269 - Train Accuracy:  0.766, Validation Accuracy:  0.777, Loss:  0.200
Epoch   8 Batch  214/269 - Train Accuracy:  0.792, Validation Accuracy:  0.779, Loss:  0.191
Epoch   8 Batch  215/269 - Train Accuracy:  0.796, Validation Accuracy:  0.777, Loss:  0.187
Epoch   8 Batch  216/269 - Train Accuracy:  0.751, Validation Accuracy:  0.778, Loss:  0.210
Epoch   8 Batch  217/269 - Train Accuracy:  0.764, Validation Accuracy:  0.781, Loss:  0.202
Epoch   8 Batch  218/269 - Train Accuracy:  0.783, Validation Accuracy:  0.784, Loss:  0.190
Epoch   8 Batch  219/269 - Train Accuracy:  0.773, Validation Accuracy:  0.785, Loss:  0.198
Epoch   8 Batch  220/269 - Train Accuracy:  0.770, Validation Accuracy:  0.784, Loss:  0.180
Epoch   8 Batch  221/269 - Train Accuracy:  0.787, Validation Accuracy:  0.776, Loss:  0.185
Epoch   8 Batch  222/269 - Train Accuracy:  0.788, Validation Accuracy:  0.781, Loss:  0.185
Epoch   8 Batch  223/269 - Train Accuracy:  0.774, Validation Accuracy:  0.780, Loss:  0.186
Epoch   8 Batch  224/269 - Train Accuracy:  0.792, Validation Accuracy:  0.783, Loss:  0.198
Epoch   8 Batch  225/269 - Train Accuracy:  0.773, Validation Accuracy:  0.784, Loss:  0.196
Epoch   8 Batch  226/269 - Train Accuracy:  0.780, Validation Accuracy:  0.775, Loss:  0.191
Epoch   8 Batch  227/269 - Train Accuracy:  0.809, Validation Accuracy:  0.767, Loss:  0.168
Epoch   8 Batch  228/269 - Train Accuracy:  0.775, Validation Accuracy:  0.763, Loss:  0.186
Epoch   8 Batch  229/269 - Train Accuracy:  0.778, Validation Accuracy:  0.767, Loss:  0.178
Epoch   8 Batch  230/269 - Train Accuracy:  0.757, Validation Accuracy:  0.772, Loss:  0.197
Epoch   8 Batch  231/269 - Train Accuracy:  0.750, Validation Accuracy:  0.774, Loss:  0.203
Epoch   8 Batch  232/269 - Train Accuracy:  0.754, Validation Accuracy:  0.784, Loss:  0.209
Epoch   8 Batch  233/269 - Train Accuracy:  0.785, Validation Accuracy:  0.791, Loss:  0.198
Epoch   8 Batch  234/269 - Train Accuracy:  0.780, Validation Accuracy:  0.793, Loss:  0.190
Epoch   8 Batch  235/269 - Train Accuracy:  0.804, Validation Accuracy:  0.789, Loss:  0.177
Epoch   8 Batch  236/269 - Train Accuracy:  0.780, Validation Accuracy:  0.788, Loss:  0.185
Epoch   8 Batch  237/269 - Train Accuracy:  0.786, Validation Accuracy:  0.780, Loss:  0.189
Epoch   8 Batch  238/269 - Train Accuracy:  0.781, Validation Accuracy:  0.769, Loss:  0.179
Epoch   8 Batch  239/269 - Train Accuracy:  0.771, Validation Accuracy:  0.770, Loss:  0.184
Epoch   8 Batch  240/269 - Train Accuracy:  0.797, Validation Accuracy:  0.769, Loss:  0.166
Epoch   8 Batch  241/269 - Train Accuracy:  0.774, Validation Accuracy:  0.767, Loss:  0.185
Epoch   8 Batch  242/269 - Train Accuracy:  0.771, Validation Accuracy:  0.770, Loss:  0.189
Epoch   8 Batch  243/269 - Train Accuracy:  0.796, Validation Accuracy:  0.782, Loss:  0.178
Epoch   8 Batch  244/269 - Train Accuracy:  0.766, Validation Accuracy:  0.780, Loss:  0.199
Epoch   8 Batch  245/269 - Train Accuracy:  0.766, Validation Accuracy:  0.785, Loss:  0.197
Epoch   8 Batch  246/269 - Train Accuracy:  0.761, Validation Accuracy:  0.791, Loss:  0.187
Epoch   8 Batch  247/269 - Train Accuracy:  0.775, Validation Accuracy:  0.790, Loss:  0.192
Epoch   8 Batch  248/269 - Train Accuracy:  0.780, Validation Accuracy:  0.785, Loss:  0.185
Epoch   8 Batch  249/269 - Train Accuracy:  0.799, Validation Accuracy:  0.779, Loss:  0.170
Epoch   8 Batch  250/269 - Train Accuracy:  0.776, Validation Accuracy:  0.777, Loss:  0.184
Epoch   8 Batch  251/269 - Train Accuracy:  0.792, Validation Accuracy:  0.784, Loss:  0.182
Epoch   8 Batch  252/269 - Train Accuracy:  0.780, Validation Accuracy:  0.788, Loss:  0.191
Epoch   8 Batch  253/269 - Train Accuracy:  0.770, Validation Accuracy:  0.793, Loss:  0.193
Epoch   8 Batch  254/269 - Train Accuracy:  0.786, Validation Accuracy:  0.795, Loss:  0.191
Epoch   8 Batch  255/269 - Train Accuracy:  0.797, Validation Accuracy:  0.791, Loss:  0.169
Epoch   8 Batch  256/269 - Train Accuracy:  0.759, Validation Accuracy:  0.779, Loss:  0.193
Epoch   8 Batch  257/269 - Train Accuracy:  0.753, Validation Accuracy:  0.780, Loss:  0.197
Epoch   8 Batch  258/269 - Train Accuracy:  0.776, Validation Accuracy:  0.777, Loss:  0.185
Epoch   8 Batch  259/269 - Train Accuracy:  0.776, Validation Accuracy:  0.772, Loss:  0.178
Epoch   8 Batch  260/269 - Train Accuracy:  0.763, Validation Accuracy:  0.776, Loss:  0.197
Epoch   8 Batch  261/269 - Train Accuracy:  0.759, Validation Accuracy:  0.792, Loss:  0.201
Epoch   8 Batch  262/269 - Train Accuracy:  0.796, Validation Accuracy:  0.790, Loss:  0.178
Epoch   8 Batch  263/269 - Train Accuracy:  0.787, Validation Accuracy:  0.792, Loss:  0.193
Epoch   8 Batch  264/269 - Train Accuracy:  0.779, Validation Accuracy:  0.792, Loss:  0.190
Epoch   8 Batch  265/269 - Train Accuracy:  0.771, Validation Accuracy:  0.792, Loss:  0.196
Epoch   8 Batch  266/269 - Train Accuracy:  0.793, Validation Accuracy:  0.781, Loss:  0.184
Epoch   8 Batch  267/269 - Train Accuracy:  0.790, Validation Accuracy:  0.773, Loss:  0.190
Epoch   9 Batch    0/269 - Train Accuracy:  0.770, Validation Accuracy:  0.763, Loss:  0.194
Epoch   9 Batch    1/269 - Train Accuracy:  0.778, Validation Accuracy:  0.771, Loss:  0.189
Epoch   9 Batch    2/269 - Train Accuracy:  0.773, Validation Accuracy:  0.778, Loss:  0.192
Epoch   9 Batch    3/269 - Train Accuracy:  0.771, Validation Accuracy:  0.788, Loss:  0.187
Epoch   9 Batch    4/269 - Train Accuracy:  0.757, Validation Accuracy:  0.787, Loss:  0.203
Epoch   9 Batch    5/269 - Train Accuracy:  0.759, Validation Accuracy:  0.776, Loss:  0.197
Epoch   9 Batch    6/269 - Train Accuracy:  0.771, Validation Accuracy:  0.769, Loss:  0.192
Epoch   9 Batch    7/269 - Train Accuracy:  0.769, Validation Accuracy:  0.769, Loss:  0.179
Epoch   9 Batch    8/269 - Train Accuracy:  0.756, Validation Accuracy:  0.777, Loss:  0.202
Epoch   9 Batch    9/269 - Train Accuracy:  0.767, Validation Accuracy:  0.793, Loss:  0.199
Epoch   9 Batch   10/269 - Train Accuracy:  0.770, Validation Accuracy:  0.793, Loss:  0.199
Epoch   9 Batch   11/269 - Train Accuracy:  0.772, Validation Accuracy:  0.792, Loss:  0.197
Epoch   9 Batch   12/269 - Train Accuracy:  0.761, Validation Accuracy:  0.784, Loss:  0.203
Epoch   9 Batch   13/269 - Train Accuracy:  0.798, Validation Accuracy:  0.784, Loss:  0.173
Epoch   9 Batch   14/269 - Train Accuracy:  0.764, Validation Accuracy:  0.793, Loss:  0.197
Epoch   9 Batch   15/269 - Train Accuracy:  0.779, Validation Accuracy:  0.783, Loss:  0.189
Epoch   9 Batch   16/269 - Train Accuracy:  0.797, Validation Accuracy:  0.777, Loss:  0.185
Epoch   9 Batch   17/269 - Train Accuracy:  0.776, Validation Accuracy:  0.769, Loss:  0.186
Epoch   9 Batch   18/269 - Train Accuracy:  0.773, Validation Accuracy:  0.768, Loss:  0.193
Epoch   9 Batch   19/269 - Train Accuracy:  0.796, Validation Accuracy:  0.769, Loss:  0.173
Epoch   9 Batch   20/269 - Train Accuracy:  0.774, Validation Accuracy:  0.778, Loss:  0.195
Epoch   9 Batch   21/269 - Train Accuracy:  0.771, Validation Accuracy:  0.795, Loss:  0.202
Epoch   9 Batch   22/269 - Train Accuracy:  0.791, Validation Accuracy:  0.801, Loss:  0.182
Epoch   9 Batch   23/269 - Train Accuracy:  0.789, Validation Accuracy:  0.795, Loss:  0.188
Epoch   9 Batch   24/269 - Train Accuracy:  0.777, Validation Accuracy:  0.789, Loss:  0.199
Epoch   9 Batch   25/269 - Train Accuracy:  0.756, Validation Accuracy:  0.781, Loss:  0.206
Epoch   9 Batch   26/269 - Train Accuracy:  0.795, Validation Accuracy:  0.786, Loss:  0.181
Epoch   9 Batch   27/269 - Train Accuracy:  0.779, Validation Accuracy:  0.772, Loss:  0.185
Epoch   9 Batch   28/269 - Train Accuracy:  0.757, Validation Accuracy:  0.760, Loss:  0.207
Epoch   9 Batch   29/269 - Train Accuracy:  0.771, Validation Accuracy:  0.763, Loss:  0.199
Epoch   9 Batch   30/269 - Train Accuracy:  0.768, Validation Accuracy:  0.774, Loss:  0.190
Epoch   9 Batch   31/269 - Train Accuracy:  0.790, Validation Accuracy:  0.783, Loss:  0.175
Epoch   9 Batch   32/269 - Train Accuracy:  0.793, Validation Accuracy:  0.792, Loss:  0.177
Epoch   9 Batch   33/269 - Train Accuracy:  0.781, Validation Accuracy:  0.782, Loss:  0.181
Epoch   9 Batch   34/269 - Train Accuracy:  0.780, Validation Accuracy:  0.779, Loss:  0.189
Epoch   9 Batch   35/269 - Train Accuracy:  0.781, Validation Accuracy:  0.784, Loss:  0.202
Epoch   9 Batch   36/269 - Train Accuracy:  0.784, Validation Accuracy:  0.788, Loss:  0.187
Epoch   9 Batch   37/269 - Train Accuracy:  0.788, Validation Accuracy:  0.774, Loss:  0.181
Epoch   9 Batch   38/269 - Train Accuracy:  0.777, Validation Accuracy:  0.775, Loss:  0.180
Epoch   9 Batch   39/269 - Train Accuracy:  0.784, Validation Accuracy:  0.783, Loss:  0.190
Epoch   9 Batch   40/269 - Train Accuracy:  0.770, Validation Accuracy:  0.786, Loss:  0.204
Epoch   9 Batch   41/269 - Train Accuracy:  0.783, Validation Accuracy:  0.789, Loss:  0.194
Epoch   9 Batch   42/269 - Train Accuracy:  0.789, Validation Accuracy:  0.786, Loss:  0.179
Epoch   9 Batch   43/269 - Train Accuracy:  0.782, Validation Accuracy:  0.786, Loss:  0.193
Epoch   9 Batch   44/269 - Train Accuracy:  0.786, Validation Accuracy:  0.785, Loss:  0.184
Epoch   9 Batch   45/269 - Train Accuracy:  0.775, Validation Accuracy:  0.784, Loss:  0.197
Epoch   9 Batch   46/269 - Train Accuracy:  0.784, Validation Accuracy:  0.785, Loss:  0.191
Epoch   9 Batch   47/269 - Train Accuracy:  0.806, Validation Accuracy:  0.791, Loss:  0.172
Epoch   9 Batch   48/269 - Train Accuracy:  0.801, Validation Accuracy:  0.793, Loss:  0.181
Epoch   9 Batch   49/269 - Train Accuracy:  0.783, Validation Accuracy:  0.795, Loss:  0.192
Epoch   9 Batch   50/269 - Train Accuracy:  0.769, Validation Accuracy:  0.786, Loss:  0.196
Epoch   9 Batch   51/269 - Train Accuracy:  0.780, Validation Accuracy:  0.770, Loss:  0.186
Epoch   9 Batch   52/269 - Train Accuracy:  0.758, Validation Accuracy:  0.771, Loss:  0.186
Epoch   9 Batch   53/269 - Train Accuracy:  0.779, Validation Accuracy:  0.780, Loss:  0.193
Epoch   9 Batch   54/269 - Train Accuracy:  0.786, Validation Accuracy:  0.777, Loss:  0.178
Epoch   9 Batch   55/269 - Train Accuracy:  0.784, Validation Accuracy:  0.785, Loss:  0.189
Epoch   9 Batch   56/269 - Train Accuracy:  0.791, Validation Accuracy:  0.792, Loss:  0.184
Epoch   9 Batch   57/269 - Train Accuracy:  0.782, Validation Accuracy:  0.792, Loss:  0.185
Epoch   9 Batch   58/269 - Train Accuracy:  0.780, Validation Accuracy:  0.786, Loss:  0.177
Epoch   9 Batch   59/269 - Train Accuracy:  0.811, Validation Accuracy:  0.783, Loss:  0.175
Epoch   9 Batch   60/269 - Train Accuracy:  0.793, Validation Accuracy:  0.778, Loss:  0.185
Epoch   9 Batch   61/269 - Train Accuracy:  0.785, Validation Accuracy:  0.776, Loss:  0.173
Epoch   9 Batch   62/269 - Train Accuracy:  0.792, Validation Accuracy:  0.773, Loss:  0.179
Epoch   9 Batch   63/269 - Train Accuracy:  0.789, Validation Accuracy:  0.779, Loss:  0.190
Epoch   9 Batch   64/269 - Train Accuracy:  0.775, Validation Accuracy:  0.780, Loss:  0.182
Epoch   9 Batch   65/269 - Train Accuracy:  0.787, Validation Accuracy:  0.779, Loss:  0.182
Epoch   9 Batch   66/269 - Train Accuracy:  0.784, Validation Accuracy:  0.777, Loss:  0.185
Epoch   9 Batch   67/269 - Train Accuracy:  0.765, Validation Accuracy:  0.782, Loss:  0.189
Epoch   9 Batch   68/269 - Train Accuracy:  0.754, Validation Accuracy:  0.783, Loss:  0.192
Epoch   9 Batch   69/269 - Train Accuracy:  0.766, Validation Accuracy:  0.783, Loss:  0.203
Epoch   9 Batch   70/269 - Train Accuracy:  0.789, Validation Accuracy:  0.790, Loss:  0.179
Epoch   9 Batch   71/269 - Train Accuracy:  0.792, Validation Accuracy:  0.789, Loss:  0.200
Epoch   9 Batch   72/269 - Train Accuracy:  0.778, Validation Accuracy:  0.788, Loss:  0.185
Epoch   9 Batch   73/269 - Train Accuracy:  0.783, Validation Accuracy:  0.781, Loss:  0.180
Epoch   9 Batch   74/269 - Train Accuracy:  0.792, Validation Accuracy:  0.774, Loss:  0.182
Epoch   9 Batch   75/269 - Train Accuracy:  0.777, Validation Accuracy:  0.769, Loss:  0.186
Epoch   9 Batch   76/269 - Train Accuracy:  0.764, Validation Accuracy:  0.764, Loss:  0.191
Epoch   9 Batch   77/269 - Train Accuracy:  0.780, Validation Accuracy:  0.763, Loss:  0.185
Epoch   9 Batch   78/269 - Train Accuracy:  0.791, Validation Accuracy:  0.778, Loss:  0.183
Epoch   9 Batch   79/269 - Train Accuracy:  0.789, Validation Accuracy:  0.787, Loss:  0.185
Epoch   9 Batch   80/269 - Train Accuracy:  0.787, Validation Accuracy:  0.784, Loss:  0.183
Epoch   9 Batch   81/269 - Train Accuracy:  0.788, Validation Accuracy:  0.782, Loss:  0.187
Epoch   9 Batch   82/269 - Train Accuracy:  0.787, Validation Accuracy:  0.790, Loss:  0.173
Epoch   9 Batch   83/269 - Train Accuracy:  0.779, Validation Accuracy:  0.774, Loss:  0.199
Epoch   9 Batch   84/269 - Train Accuracy:  0.782, Validation Accuracy:  0.775, Loss:  0.185
Epoch   9 Batch   85/269 - Train Accuracy:  0.769, Validation Accuracy:  0.778, Loss:  0.188
Epoch   9 Batch   86/269 - Train Accuracy:  0.770, Validation Accuracy:  0.777, Loss:  0.179
Epoch   9 Batch   87/269 - Train Accuracy:  0.769, Validation Accuracy:  0.781, Loss:  0.191
Epoch   9 Batch   88/269 - Train Accuracy:  0.783, Validation Accuracy:  0.777, Loss:  0.178
Epoch   9 Batch   89/269 - Train Accuracy:  0.803, Validation Accuracy:  0.786, Loss:  0.184
Epoch   9 Batch   90/269 - Train Accuracy:  0.756, Validation Accuracy:  0.777, Loss:  0.196
Epoch   9 Batch   91/269 - Train Accuracy:  0.786, Validation Accuracy:  0.782, Loss:  0.180
Epoch   9 Batch   92/269 - Train Accuracy:  0.778, Validation Accuracy:  0.783, Loss:  0.182
Epoch   9 Batch   93/269 - Train Accuracy:  0.795, Validation Accuracy:  0.781, Loss:  0.174
Epoch   9 Batch   94/269 - Train Accuracy:  0.776, Validation Accuracy:  0.780, Loss:  0.191
Epoch   9 Batch   95/269 - Train Accuracy:  0.793, Validation Accuracy:  0.773, Loss:  0.184
Epoch   9 Batch   96/269 - Train Accuracy:  0.767, Validation Accuracy:  0.779, Loss:  0.194
Epoch   9 Batch   97/269 - Train Accuracy:  0.779, Validation Accuracy:  0.774, Loss:  0.188
Epoch   9 Batch   98/269 - Train Accuracy:  0.786, Validation Accuracy:  0.782, Loss:  0.185
Epoch   9 Batch   99/269 - Train Accuracy:  0.783, Validation Accuracy:  0.782, Loss:  0.186
Epoch   9 Batch  100/269 - Train Accuracy:  0.802, Validation Accuracy:  0.785, Loss:  0.180
Epoch   9 Batch  101/269 - Train Accuracy:  0.747, Validation Accuracy:  0.784, Loss:  0.196
Epoch   9 Batch  102/269 - Train Accuracy:  0.777, Validation Accuracy:  0.790, Loss:  0.183
Epoch   9 Batch  103/269 - Train Accuracy:  0.782, Validation Accuracy:  0.786, Loss:  0.179
Epoch   9 Batch  104/269 - Train Accuracy:  0.795, Validation Accuracy:  0.782, Loss:  0.182
Epoch   9 Batch  105/269 - Train Accuracy:  0.776, Validation Accuracy:  0.786, Loss:  0.191
Epoch   9 Batch  106/269 - Train Accuracy:  0.784, Validation Accuracy:  0.783, Loss:  0.182
Epoch   9 Batch  107/269 - Train Accuracy:  0.776, Validation Accuracy:  0.780, Loss:  0.189
Epoch   9 Batch  108/269 - Train Accuracy:  0.777, Validation Accuracy:  0.784, Loss:  0.185
Epoch   9 Batch  109/269 - Train Accuracy:  0.752, Validation Accuracy:  0.780, Loss:  0.190
Epoch   9 Batch  110/269 - Train Accuracy:  0.787, Validation Accuracy:  0.783, Loss:  0.176
Epoch   9 Batch  111/269 - Train Accuracy:  0.753, Validation Accuracy:  0.777, Loss:  0.188
Epoch   9 Batch  112/269 - Train Accuracy:  0.785, Validation Accuracy:  0.774, Loss:  0.184
Epoch   9 Batch  113/269 - Train Accuracy:  0.776, Validation Accuracy:  0.776, Loss:  0.177
Epoch   9 Batch  114/269 - Train Accuracy:  0.770, Validation Accuracy:  0.780, Loss:  0.185
Epoch   9 Batch  115/269 - Train Accuracy:  0.767, Validation Accuracy:  0.786, Loss:  0.196
Epoch   9 Batch  116/269 - Train Accuracy:  0.790, Validation Accuracy:  0.788, Loss:  0.185
Epoch   9 Batch  117/269 - Train Accuracy:  0.774, Validation Accuracy:  0.786, Loss:  0.185
Epoch   9 Batch  118/269 - Train Accuracy:  0.814, Validation Accuracy:  0.788, Loss:  0.176
Epoch   9 Batch  119/269 - Train Accuracy:  0.785, Validation Accuracy:  0.785, Loss:  0.179
Epoch   9 Batch  120/269 - Train Accuracy:  0.773, Validation Accuracy:  0.787, Loss:  0.197
Epoch   9 Batch  121/269 - Train Accuracy:  0.775, Validation Accuracy:  0.787, Loss:  0.182
Epoch   9 Batch  122/269 - Train Accuracy:  0.777, Validation Accuracy:  0.780, Loss:  0.176
Epoch   9 Batch  123/269 - Train Accuracy:  0.775, Validation Accuracy:  0.775, Loss:  0.187
Epoch   9 Batch  124/269 - Train Accuracy:  0.780, Validation Accuracy:  0.779, Loss:  0.180
Epoch   9 Batch  125/269 - Train Accuracy:  0.773, Validation Accuracy:  0.781, Loss:  0.188
Epoch   9 Batch  126/269 - Train Accuracy:  0.775, Validation Accuracy:  0.787, Loss:  0.182
Epoch   9 Batch  127/269 - Train Accuracy:  0.774, Validation Accuracy:  0.785, Loss:  0.186
Epoch   9 Batch  128/269 - Train Accuracy:  0.777, Validation Accuracy:  0.782, Loss:  0.184
Epoch   9 Batch  129/269 - Train Accuracy:  0.778, Validation Accuracy:  0.784, Loss:  0.178
Epoch   9 Batch  130/269 - Train Accuracy:  0.764, Validation Accuracy:  0.782, Loss:  0.187
Epoch   9 Batch  131/269 - Train Accuracy:  0.757, Validation Accuracy:  0.783, Loss:  0.188
Epoch   9 Batch  132/269 - Train Accuracy:  0.757, Validation Accuracy:  0.782, Loss:  0.191
Epoch   9 Batch  133/269 - Train Accuracy:  0.796, Validation Accuracy:  0.792, Loss:  0.178
Epoch   9 Batch  134/269 - Train Accuracy:  0.775, Validation Accuracy:  0.788, Loss:  0.185
Epoch   9 Batch  135/269 - Train Accuracy:  0.759, Validation Accuracy:  0.784, Loss:  0.193
Epoch   9 Batch  136/269 - Train Accuracy:  0.756, Validation Accuracy:  0.786, Loss:  0.193
Epoch   9 Batch  137/269 - Train Accuracy:  0.770, Validation Accuracy:  0.786, Loss:  0.189
Epoch   9 Batch  138/269 - Train Accuracy:  0.776, Validation Accuracy:  0.782, Loss:  0.192
Epoch   9 Batch  139/269 - Train Accuracy:  0.792, Validation Accuracy:  0.783, Loss:  0.172
Epoch   9 Batch  140/269 - Train Accuracy:  0.789, Validation Accuracy:  0.786, Loss:  0.184
Epoch   9 Batch  141/269 - Train Accuracy:  0.768, Validation Accuracy:  0.776, Loss:  0.187
Epoch   9 Batch  142/269 - Train Accuracy:  0.786, Validation Accuracy:  0.781, Loss:  0.174
Epoch   9 Batch  143/269 - Train Accuracy:  0.805, Validation Accuracy:  0.792, Loss:  0.178
Epoch   9 Batch  144/269 - Train Accuracy:  0.800, Validation Accuracy:  0.790, Loss:  0.169
Epoch   9 Batch  145/269 - Train Accuracy:  0.783, Validation Accuracy:  0.791, Loss:  0.178
Epoch   9 Batch  146/269 - Train Accuracy:  0.797, Validation Accuracy:  0.788, Loss:  0.169
Epoch   9 Batch  147/269 - Train Accuracy:  0.795, Validation Accuracy:  0.788, Loss:  0.179
Epoch   9 Batch  148/269 - Train Accuracy:  0.784, Validation Accuracy:  0.785, Loss:  0.181
Epoch   9 Batch  149/269 - Train Accuracy:  0.772, Validation Accuracy:  0.779, Loss:  0.180
Epoch   9 Batch  150/269 - Train Accuracy:  0.773, Validation Accuracy:  0.782, Loss:  0.181
Epoch   9 Batch  151/269 - Train Accuracy:  0.809, Validation Accuracy:  0.787, Loss:  0.172
Epoch   9 Batch  152/269 - Train Accuracy:  0.792, Validation Accuracy:  0.791, Loss:  0.185
Epoch   9 Batch  153/269 - Train Accuracy:  0.793, Validation Accuracy:  0.790, Loss:  0.177
Epoch   9 Batch  154/269 - Train Accuracy:  0.787, Validation Accuracy:  0.789, Loss:  0.183
Epoch   9 Batch  155/269 - Train Accuracy:  0.796, Validation Accuracy:  0.787, Loss:  0.176
Epoch   9 Batch  156/269 - Train Accuracy:  0.784, Validation Accuracy:  0.777, Loss:  0.190
Epoch   9 Batch  157/269 - Train Accuracy:  0.779, Validation Accuracy:  0.782, Loss:  0.181
Epoch   9 Batch  158/269 - Train Accuracy:  0.764, Validation Accuracy:  0.783, Loss:  0.182
Epoch   9 Batch  159/269 - Train Accuracy:  0.780, Validation Accuracy:  0.785, Loss:  0.175
Epoch   9 Batch  160/269 - Train Accuracy:  0.783, Validation Accuracy:  0.784, Loss:  0.168
Epoch   9 Batch  161/269 - Train Accuracy:  0.781, Validation Accuracy:  0.789, Loss:  0.178
Epoch   9 Batch  162/269 - Train Accuracy:  0.795, Validation Accuracy:  0.787, Loss:  0.184
Epoch   9 Batch  163/269 - Train Accuracy:  0.793, Validation Accuracy:  0.791, Loss:  0.184
Epoch   9 Batch  164/269 - Train Accuracy:  0.789, Validation Accuracy:  0.794, Loss:  0.177
Epoch   9 Batch  165/269 - Train Accuracy:  0.771, Validation Accuracy:  0.798, Loss:  0.185
Epoch   9 Batch  166/269 - Train Accuracy:  0.781, Validation Accuracy:  0.793, Loss:  0.174
Epoch   9 Batch  167/269 - Train Accuracy:  0.782, Validation Accuracy:  0.788, Loss:  0.177
Epoch   9 Batch  168/269 - Train Accuracy:  0.796, Validation Accuracy:  0.795, Loss:  0.175
Epoch   9 Batch  169/269 - Train Accuracy:  0.772, Validation Accuracy:  0.791, Loss:  0.183
Epoch   9 Batch  170/269 - Train Accuracy:  0.783, Validation Accuracy:  0.782, Loss:  0.175
Epoch   9 Batch  171/269 - Train Accuracy:  0.767, Validation Accuracy:  0.783, Loss:  0.190
Epoch   9 Batch  172/269 - Train Accuracy:  0.760, Validation Accuracy:  0.790, Loss:  0.188
Epoch   9 Batch  173/269 - Train Accuracy:  0.778, Validation Accuracy:  0.786, Loss:  0.173
Epoch   9 Batch  174/269 - Train Accuracy:  0.791, Validation Accuracy:  0.788, Loss:  0.178
Epoch   9 Batch  175/269 - Train Accuracy:  0.779, Validation Accuracy:  0.791, Loss:  0.187
Epoch   9 Batch  176/269 - Train Accuracy:  0.753, Validation Accuracy:  0.794, Loss:  0.188
Epoch   9 Batch  177/269 - Train Accuracy:  0.796, Validation Accuracy:  0.792, Loss:  0.167
Epoch   9 Batch  178/269 - Train Accuracy:  0.781, Validation Accuracy:  0.791, Loss:  0.176
Epoch   9 Batch  179/269 - Train Accuracy:  0.783, Validation Accuracy:  0.790, Loss:  0.181
Epoch   9 Batch  180/269 - Train Accuracy:  0.793, Validation Accuracy:  0.796, Loss:  0.181
Epoch   9 Batch  181/269 - Train Accuracy:  0.782, Validation Accuracy:  0.790, Loss:  0.180
Epoch   9 Batch  182/269 - Train Accuracy:  0.787, Validation Accuracy:  0.791, Loss:  0.178
Epoch   9 Batch  183/269 - Train Accuracy:  0.819, Validation Accuracy:  0.795, Loss:  0.158
Epoch   9 Batch  184/269 - Train Accuracy:  0.781, Validation Accuracy:  0.799, Loss:  0.194
Epoch   9 Batch  185/269 - Train Accuracy:  0.795, Validation Accuracy:  0.802, Loss:  0.177
Epoch   9 Batch  186/269 - Train Accuracy:  0.790, Validation Accuracy:  0.797, Loss:  0.178
Epoch   9 Batch  187/269 - Train Accuracy:  0.791, Validation Accuracy:  0.798, Loss:  0.175
Epoch   9 Batch  188/269 - Train Accuracy:  0.798, Validation Accuracy:  0.799, Loss:  0.172
Epoch   9 Batch  189/269 - Train Accuracy:  0.796, Validation Accuracy:  0.804, Loss:  0.166
Epoch   9 Batch  190/269 - Train Accuracy:  0.782, Validation Accuracy:  0.797, Loss:  0.179
Epoch   9 Batch  191/269 - Train Accuracy:  0.787, Validation Accuracy:  0.792, Loss:  0.175
Epoch   9 Batch  192/269 - Train Accuracy:  0.792, Validation Accuracy:  0.791, Loss:  0.174
Epoch   9 Batch  193/269 - Train Accuracy:  0.786, Validation Accuracy:  0.793, Loss:  0.175
Epoch   9 Batch  194/269 - Train Accuracy:  0.792, Validation Accuracy:  0.794, Loss:  0.182
Epoch   9 Batch  195/269 - Train Accuracy:  0.788, Validation Accuracy:  0.797, Loss:  0.175
Epoch   9 Batch  196/269 - Train Accuracy:  0.769, Validation Accuracy:  0.792, Loss:  0.181
Epoch   9 Batch  197/269 - Train Accuracy:  0.763, Validation Accuracy:  0.775, Loss:  0.183
Epoch   9 Batch  198/269 - Train Accuracy:  0.764, Validation Accuracy:  0.768, Loss:  0.184
Epoch   9 Batch  199/269 - Train Accuracy:  0.789, Validation Accuracy:  0.773, Loss:  0.177
Epoch   9 Batch  200/269 - Train Accuracy:  0.798, Validation Accuracy:  0.798, Loss:  0.180
Epoch   9 Batch  201/269 - Train Accuracy:  0.774, Validation Accuracy:  0.801, Loss:  0.178
Epoch   9 Batch  202/269 - Train Accuracy:  0.782, Validation Accuracy:  0.794, Loss:  0.179
Epoch   9 Batch  203/269 - Train Accuracy:  0.788, Validation Accuracy:  0.792, Loss:  0.190
Epoch   9 Batch  204/269 - Train Accuracy:  0.766, Validation Accuracy:  0.787, Loss:  0.187
Epoch   9 Batch  205/269 - Train Accuracy:  0.766, Validation Accuracy:  0.785, Loss:  0.170
Epoch   9 Batch  206/269 - Train Accuracy:  0.773, Validation Accuracy:  0.789, Loss:  0.184
Epoch   9 Batch  207/269 - Train Accuracy:  0.788, Validation Accuracy:  0.800, Loss:  0.171
Epoch   9 Batch  208/269 - Train Accuracy:  0.778, Validation Accuracy:  0.794, Loss:  0.175
Epoch   9 Batch  209/269 - Train Accuracy:  0.788, Validation Accuracy:  0.792, Loss:  0.172
Epoch   9 Batch  210/269 - Train Accuracy:  0.780, Validation Accuracy:  0.791, Loss:  0.174
Epoch   9 Batch  211/269 - Train Accuracy:  0.782, Validation Accuracy:  0.792, Loss:  0.183
Epoch   9 Batch  212/269 - Train Accuracy:  0.780, Validation Accuracy:  0.798, Loss:  0.182
Epoch   9 Batch  213/269 - Train Accuracy:  0.762, Validation Accuracy:  0.796, Loss:  0.182
Epoch   9 Batch  214/269 - Train Accuracy:  0.800, Validation Accuracy:  0.795, Loss:  0.173
Epoch   9 Batch  215/269 - Train Accuracy:  0.805, Validation Accuracy:  0.797, Loss:  0.166
Epoch   9 Batch  216/269 - Train Accuracy:  0.761, Validation Accuracy:  0.792, Loss:  0.193
Epoch   9 Batch  217/269 - Train Accuracy:  0.754, Validation Accuracy:  0.790, Loss:  0.183
Epoch   9 Batch  218/269 - Train Accuracy:  0.786, Validation Accuracy:  0.789, Loss:  0.174
Epoch   9 Batch  219/269 - Train Accuracy:  0.797, Validation Accuracy:  0.788, Loss:  0.181
Epoch   9 Batch  220/269 - Train Accuracy:  0.777, Validation Accuracy:  0.786, Loss:  0.166
Epoch   9 Batch  221/269 - Train Accuracy:  0.799, Validation Accuracy:  0.786, Loss:  0.171
Epoch   9 Batch  222/269 - Train Accuracy:  0.799, Validation Accuracy:  0.788, Loss:  0.170
Epoch   9 Batch  223/269 - Train Accuracy:  0.785, Validation Accuracy:  0.795, Loss:  0.172
Epoch   9 Batch  224/269 - Train Accuracy:  0.795, Validation Accuracy:  0.795, Loss:  0.182
Epoch   9 Batch  225/269 - Train Accuracy:  0.778, Validation Accuracy:  0.786, Loss:  0.180
Epoch   9 Batch  226/269 - Train Accuracy:  0.782, Validation Accuracy:  0.776, Loss:  0.177
Epoch   9 Batch  227/269 - Train Accuracy:  0.811, Validation Accuracy:  0.766, Loss:  0.153
Epoch   9 Batch  228/269 - Train Accuracy:  0.781, Validation Accuracy:  0.766, Loss:  0.173
Epoch   9 Batch  229/269 - Train Accuracy:  0.784, Validation Accuracy:  0.776, Loss:  0.163
Epoch   9 Batch  230/269 - Train Accuracy:  0.770, Validation Accuracy:  0.776, Loss:  0.183
Epoch   9 Batch  231/269 - Train Accuracy:  0.749, Validation Accuracy:  0.787, Loss:  0.189
Epoch   9 Batch  232/269 - Train Accuracy:  0.762, Validation Accuracy:  0.801, Loss:  0.192
Epoch   9 Batch  233/269 - Train Accuracy:  0.789, Validation Accuracy:  0.805, Loss:  0.181
Epoch   9 Batch  234/269 - Train Accuracy:  0.792, Validation Accuracy:  0.804, Loss:  0.176
Epoch   9 Batch  235/269 - Train Accuracy:  0.803, Validation Accuracy:  0.799, Loss:  0.162
Epoch   9 Batch  236/269 - Train Accuracy:  0.781, Validation Accuracy:  0.794, Loss:  0.174
Epoch   9 Batch  237/269 - Train Accuracy:  0.786, Validation Accuracy:  0.784, Loss:  0.175
Epoch   9 Batch  238/269 - Train Accuracy:  0.785, Validation Accuracy:  0.768, Loss:  0.167
Epoch   9 Batch  239/269 - Train Accuracy:  0.785, Validation Accuracy:  0.768, Loss:  0.168
Epoch   9 Batch  240/269 - Train Accuracy:  0.811, Validation Accuracy:  0.772, Loss:  0.155
Epoch   9 Batch  241/269 - Train Accuracy:  0.787, Validation Accuracy:  0.779, Loss:  0.171
Epoch   9 Batch  242/269 - Train Accuracy:  0.785, Validation Accuracy:  0.782, Loss:  0.174
Epoch   9 Batch  243/269 - Train Accuracy:  0.815, Validation Accuracy:  0.782, Loss:  0.168
Epoch   9 Batch  244/269 - Train Accuracy:  0.776, Validation Accuracy:  0.791, Loss:  0.185
Epoch   9 Batch  245/269 - Train Accuracy:  0.774, Validation Accuracy:  0.799, Loss:  0.181
Epoch   9 Batch  246/269 - Train Accuracy:  0.767, Validation Accuracy:  0.793, Loss:  0.177
Epoch   9 Batch  247/269 - Train Accuracy:  0.779, Validation Accuracy:  0.789, Loss:  0.176
Epoch   9 Batch  248/269 - Train Accuracy:  0.789, Validation Accuracy:  0.793, Loss:  0.171
Epoch   9 Batch  249/269 - Train Accuracy:  0.805, Validation Accuracy:  0.788, Loss:  0.158
Epoch   9 Batch  250/269 - Train Accuracy:  0.786, Validation Accuracy:  0.787, Loss:  0.173
Epoch   9 Batch  251/269 - Train Accuracy:  0.799, Validation Accuracy:  0.790, Loss:  0.170
Epoch   9 Batch  252/269 - Train Accuracy:  0.785, Validation Accuracy:  0.787, Loss:  0.178
Epoch   9 Batch  253/269 - Train Accuracy:  0.766, Validation Accuracy:  0.793, Loss:  0.180
Epoch   9 Batch  254/269 - Train Accuracy:  0.795, Validation Accuracy:  0.788, Loss:  0.179
Epoch   9 Batch  255/269 - Train Accuracy:  0.808, Validation Accuracy:  0.790, Loss:  0.157
Epoch   9 Batch  256/269 - Train Accuracy:  0.766, Validation Accuracy:  0.786, Loss:  0.180
Epoch   9 Batch  257/269 - Train Accuracy:  0.767, Validation Accuracy:  0.800, Loss:  0.181
Epoch   9 Batch  258/269 - Train Accuracy:  0.792, Validation Accuracy:  0.788, Loss:  0.174
Epoch   9 Batch  259/269 - Train Accuracy:  0.776, Validation Accuracy:  0.790, Loss:  0.167
Epoch   9 Batch  260/269 - Train Accuracy:  0.777, Validation Accuracy:  0.789, Loss:  0.184
Epoch   9 Batch  261/269 - Train Accuracy:  0.770, Validation Accuracy:  0.793, Loss:  0.188
Epoch   9 Batch  262/269 - Train Accuracy:  0.797, Validation Accuracy:  0.791, Loss:  0.166
Epoch   9 Batch  263/269 - Train Accuracy:  0.788, Validation Accuracy:  0.792, Loss:  0.176
Epoch   9 Batch  264/269 - Train Accuracy:  0.783, Validation Accuracy:  0.798, Loss:  0.176
Epoch   9 Batch  265/269 - Train Accuracy:  0.768, Validation Accuracy:  0.796, Loss:  0.182
Epoch   9 Batch  266/269 - Train Accuracy:  0.799, Validation Accuracy:  0.794, Loss:  0.171
Epoch   9 Batch  267/269 - Train Accuracy:  0.796, Validation Accuracy:  0.789, Loss:  0.176
Epoch  10 Batch    0/269 - Train Accuracy:  0.781, Validation Accuracy:  0.786, Loss:  0.184
Epoch  10 Batch    1/269 - Train Accuracy:  0.784, Validation Accuracy:  0.782, Loss:  0.169
Epoch  10 Batch    2/269 - Train Accuracy:  0.783, Validation Accuracy:  0.783, Loss:  0.176
Epoch  10 Batch    3/269 - Train Accuracy:  0.789, Validation Accuracy:  0.785, Loss:  0.171
Epoch  10 Batch    4/269 - Train Accuracy:  0.766, Validation Accuracy:  0.785, Loss:  0.187
Epoch  10 Batch    5/269 - Train Accuracy:  0.774, Validation Accuracy:  0.782, Loss:  0.179
Epoch  10 Batch    6/269 - Train Accuracy:  0.775, Validation Accuracy:  0.780, Loss:  0.176
Epoch  10 Batch    7/269 - Train Accuracy:  0.784, Validation Accuracy:  0.784, Loss:  0.164
Epoch  10 Batch    8/269 - Train Accuracy:  0.773, Validation Accuracy:  0.792, Loss:  0.186
Epoch  10 Batch    9/269 - Train Accuracy:  0.776, Validation Accuracy:  0.795, Loss:  0.180
Epoch  10 Batch   10/269 - Train Accuracy:  0.787, Validation Accuracy:  0.805, Loss:  0.178
Epoch  10 Batch   11/269 - Train Accuracy:  0.777, Validation Accuracy:  0.798, Loss:  0.178
Epoch  10 Batch   12/269 - Train Accuracy:  0.770, Validation Accuracy:  0.788, Loss:  0.183
Epoch  10 Batch   13/269 - Train Accuracy:  0.800, Validation Accuracy:  0.786, Loss:  0.162
Epoch  10 Batch   14/269 - Train Accuracy:  0.773, Validation Accuracy:  0.785, Loss:  0.180
Epoch  10 Batch   15/269 - Train Accuracy:  0.781, Validation Accuracy:  0.787, Loss:  0.183
Epoch  10 Batch   16/269 - Train Accuracy:  0.781, Validation Accuracy:  0.765, Loss:  0.185
Epoch  10 Batch   17/269 - Train Accuracy:  0.771, Validation Accuracy:  0.779, Loss:  0.197
Epoch  10 Batch   18/269 - Train Accuracy:  0.769, Validation Accuracy:  0.771, Loss:  0.197
Epoch  10 Batch   19/269 - Train Accuracy:  0.805, Validation Accuracy:  0.768, Loss:  0.178
Epoch  10 Batch   20/269 - Train Accuracy:  0.750, Validation Accuracy:  0.763, Loss:  0.216
Epoch  10 Batch   21/269 - Train Accuracy:  0.760, Validation Accuracy:  0.787, Loss:  0.262
Epoch  10 Batch   22/269 - Train Accuracy:  0.781, Validation Accuracy:  0.783, Loss:  0.190
Epoch  10 Batch   23/269 - Train Accuracy:  0.767, Validation Accuracy:  0.765, Loss:  0.210
Epoch  10 Batch   24/269 - Train Accuracy:  0.760, Validation Accuracy:  0.777, Loss:  0.240
Epoch  10 Batch   25/269 - Train Accuracy:  0.731, Validation Accuracy:  0.746, Loss:  0.225
Epoch  10 Batch   26/269 - Train Accuracy:  0.745, Validation Accuracy:  0.741, Loss:  0.217
Epoch  10 Batch   27/269 - Train Accuracy:  0.761, Validation Accuracy:  0.753, Loss:  0.237
Epoch  10 Batch   28/269 - Train Accuracy:  0.710, Validation Accuracy:  0.706, Loss:  0.228
Epoch  10 Batch   29/269 - Train Accuracy:  0.741, Validation Accuracy:  0.735, Loss:  0.256
Epoch  10 Batch   30/269 - Train Accuracy:  0.737, Validation Accuracy:  0.736, Loss:  0.226
Epoch  10 Batch   31/269 - Train Accuracy:  0.767, Validation Accuracy:  0.737, Loss:  0.213
Epoch  10 Batch   32/269 - Train Accuracy:  0.746, Validation Accuracy:  0.739, Loss:  0.211
Epoch  10 Batch   33/269 - Train Accuracy:  0.765, Validation Accuracy:  0.756, Loss:  0.233
Epoch  10 Batch   34/269 - Train Accuracy:  0.727, Validation Accuracy:  0.719, Loss:  0.211
Epoch  10 Batch   35/269 - Train Accuracy:  0.737, Validation Accuracy:  0.733, Loss:  0.264
Epoch  10 Batch   36/269 - Train Accuracy:  0.756, Validation Accuracy:  0.746, Loss:  0.219
Epoch  10 Batch   37/269 - Train Accuracy:  0.748, Validation Accuracy:  0.736, Loss:  0.207
Epoch  10 Batch   38/269 - Train Accuracy:  0.767, Validation Accuracy:  0.743, Loss:  0.209
Epoch  10 Batch   39/269 - Train Accuracy:  0.763, Validation Accuracy:  0.758, Loss:  0.211
Epoch  10 Batch   40/269 - Train Accuracy:  0.741, Validation Accuracy:  0.763, Loss:  0.210
Epoch  10 Batch   41/269 - Train Accuracy:  0.763, Validation Accuracy:  0.768, Loss:  0.218
Epoch  10 Batch   42/269 - Train Accuracy:  0.778, Validation Accuracy:  0.764, Loss:  0.188
Epoch  10 Batch   43/269 - Train Accuracy:  0.770, Validation Accuracy:  0.763, Loss:  0.201
Epoch  10 Batch   44/269 - Train Accuracy:  0.772, Validation Accuracy:  0.763, Loss:  0.197
Epoch  10 Batch   45/269 - Train Accuracy:  0.766, Validation Accuracy:  0.775, Loss:  0.204
Epoch  10 Batch   46/269 - Train Accuracy:  0.777, Validation Accuracy:  0.777, Loss:  0.191
Epoch  10 Batch   47/269 - Train Accuracy:  0.790, Validation Accuracy:  0.776, Loss:  0.171
Epoch  10 Batch   48/269 - Train Accuracy:  0.785, Validation Accuracy:  0.779, Loss:  0.186
Epoch  10 Batch   49/269 - Train Accuracy:  0.776, Validation Accuracy:  0.779, Loss:  0.195
Epoch  10 Batch   50/269 - Train Accuracy:  0.773, Validation Accuracy:  0.774, Loss:  0.196
Epoch  10 Batch   51/269 - Train Accuracy:  0.779, Validation Accuracy:  0.780, Loss:  0.183
Epoch  10 Batch   52/269 - Train Accuracy:  0.757, Validation Accuracy:  0.773, Loss:  0.176
Epoch  10 Batch   53/269 - Train Accuracy:  0.775, Validation Accuracy:  0.778, Loss:  0.186
Epoch  10 Batch   54/269 - Train Accuracy:  0.805, Validation Accuracy:  0.783, Loss:  0.170
Epoch  10 Batch   55/269 - Train Accuracy:  0.778, Validation Accuracy:  0.787, Loss:  0.178
Epoch  10 Batch   56/269 - Train Accuracy:  0.793, Validation Accuracy:  0.789, Loss:  0.174
Epoch  10 Batch   57/269 - Train Accuracy:  0.771, Validation Accuracy:  0.785, Loss:  0.180
Epoch  10 Batch   58/269 - Train Accuracy:  0.781, Validation Accuracy:  0.788, Loss:  0.167
Epoch  10 Batch   59/269 - Train Accuracy:  0.807, Validation Accuracy:  0.775, Loss:  0.161
Epoch  10 Batch   60/269 - Train Accuracy:  0.790, Validation Accuracy:  0.772, Loss:  0.171
Epoch  10 Batch   61/269 - Train Accuracy:  0.794, Validation Accuracy:  0.781, Loss:  0.167
Epoch  10 Batch   62/269 - Train Accuracy:  0.784, Validation Accuracy:  0.783, Loss:  0.171
Epoch  10 Batch   63/269 - Train Accuracy:  0.783, Validation Accuracy:  0.787, Loss:  0.178
Epoch  10 Batch   64/269 - Train Accuracy:  0.777, Validation Accuracy:  0.780, Loss:  0.173
Epoch  10 Batch   65/269 - Train Accuracy:  0.786, Validation Accuracy:  0.783, Loss:  0.168
Epoch  10 Batch   66/269 - Train Accuracy:  0.785, Validation Accuracy:  0.779, Loss:  0.172
Epoch  10 Batch   67/269 - Train Accuracy:  0.767, Validation Accuracy:  0.776, Loss:  0.176
Epoch  10 Batch   68/269 - Train Accuracy:  0.765, Validation Accuracy:  0.776, Loss:  0.186
Epoch  10 Batch   69/269 - Train Accuracy:  0.772, Validation Accuracy:  0.788, Loss:  0.189
Epoch  10 Batch   70/269 - Train Accuracy:  0.793, Validation Accuracy:  0.793, Loss:  0.167
Epoch  10 Batch   71/269 - Train Accuracy:  0.798, Validation Accuracy:  0.805, Loss:  0.179
Epoch  10 Batch   72/269 - Train Accuracy:  0.784, Validation Accuracy:  0.799, Loss:  0.168
Epoch  10 Batch   73/269 - Train Accuracy:  0.788, Validation Accuracy:  0.797, Loss:  0.166
Epoch  10 Batch   74/269 - Train Accuracy:  0.795, Validation Accuracy:  0.787, Loss:  0.168
Epoch  10 Batch   75/269 - Train Accuracy:  0.779, Validation Accuracy:  0.772, Loss:  0.172
Epoch  10 Batch   76/269 - Train Accuracy:  0.749, Validation Accuracy:  0.764, Loss:  0.172
Epoch  10 Batch   77/269 - Train Accuracy:  0.778, Validation Accuracy:  0.771, Loss:  0.170
Epoch  10 Batch   78/269 - Train Accuracy:  0.790, Validation Accuracy:  0.778, Loss:  0.166
Epoch  10 Batch   79/269 - Train Accuracy:  0.790, Validation Accuracy:  0.789, Loss:  0.168
Epoch  10 Batch   80/269 - Train Accuracy:  0.786, Validation Accuracy:  0.789, Loss:  0.167
Epoch  10 Batch   81/269 - Train Accuracy:  0.788, Validation Accuracy:  0.790, Loss:  0.172
Epoch  10 Batch   82/269 - Train Accuracy:  0.793, Validation Accuracy:  0.796, Loss:  0.156
Epoch  10 Batch   83/269 - Train Accuracy:  0.777, Validation Accuracy:  0.786, Loss:  0.177
Epoch  10 Batch   84/269 - Train Accuracy:  0.782, Validation Accuracy:  0.782, Loss:  0.167
Epoch  10 Batch   85/269 - Train Accuracy:  0.786, Validation Accuracy:  0.777, Loss:  0.169
Epoch  10 Batch   86/269 - Train Accuracy:  0.778, Validation Accuracy:  0.782, Loss:  0.156
Epoch  10 Batch   87/269 - Train Accuracy:  0.788, Validation Accuracy:  0.786, Loss:  0.177
Epoch  10 Batch   88/269 - Train Accuracy:  0.779, Validation Accuracy:  0.791, Loss:  0.160
Epoch  10 Batch   89/269 - Train Accuracy:  0.792, Validation Accuracy:  0.788, Loss:  0.165
Epoch  10 Batch   90/269 - Train Accuracy:  0.765, Validation Accuracy:  0.781, Loss:  0.176
Epoch  10 Batch   91/269 - Train Accuracy:  0.781, Validation Accuracy:  0.780, Loss:  0.158
Epoch  10 Batch   92/269 - Train Accuracy:  0.778, Validation Accuracy:  0.776, Loss:  0.161
Epoch  10 Batch   93/269 - Train Accuracy:  0.790, Validation Accuracy:  0.778, Loss:  0.156
Epoch  10 Batch   94/269 - Train Accuracy:  0.780, Validation Accuracy:  0.780, Loss:  0.171
Epoch  10 Batch   95/269 - Train Accuracy:  0.788, Validation Accuracy:  0.776, Loss:  0.162
Epoch  10 Batch   96/269 - Train Accuracy:  0.775, Validation Accuracy:  0.772, Loss:  0.170
Epoch  10 Batch   97/269 - Train Accuracy:  0.779, Validation Accuracy:  0.778, Loss:  0.166
Epoch  10 Batch   98/269 - Train Accuracy:  0.793, Validation Accuracy:  0.786, Loss:  0.161
Epoch  10 Batch   99/269 - Train Accuracy:  0.783, Validation Accuracy:  0.792, Loss:  0.166
Epoch  10 Batch  100/269 - Train Accuracy:  0.807, Validation Accuracy:  0.795, Loss:  0.155
Epoch  10 Batch  101/269 - Train Accuracy:  0.750, Validation Accuracy:  0.791, Loss:  0.175
Epoch  10 Batch  102/269 - Train Accuracy:  0.777, Validation Accuracy:  0.792, Loss:  0.163
Epoch  10 Batch  103/269 - Train Accuracy:  0.780, Validation Accuracy:  0.789, Loss:  0.160
Epoch  10 Batch  104/269 - Train Accuracy:  0.798, Validation Accuracy:  0.786, Loss:  0.162
Epoch  10 Batch  105/269 - Train Accuracy:  0.775, Validation Accuracy:  0.786, Loss:  0.164
Epoch  10 Batch  106/269 - Train Accuracy:  0.781, Validation Accuracy:  0.794, Loss:  0.159
Epoch  10 Batch  107/269 - Train Accuracy:  0.785, Validation Accuracy:  0.794, Loss:  0.164
Epoch  10 Batch  108/269 - Train Accuracy:  0.777, Validation Accuracy:  0.796, Loss:  0.161
Epoch  10 Batch  109/269 - Train Accuracy:  0.756, Validation Accuracy:  0.792, Loss:  0.168
Epoch  10 Batch  110/269 - Train Accuracy:  0.791, Validation Accuracy:  0.796, Loss:  0.151
Epoch  10 Batch  111/269 - Train Accuracy:  0.772, Validation Accuracy:  0.787, Loss:  0.162
Epoch  10 Batch  112/269 - Train Accuracy:  0.787, Validation Accuracy:  0.782, Loss:  0.156
Epoch  10 Batch  113/269 - Train Accuracy:  0.789, Validation Accuracy:  0.778, Loss:  0.150
Epoch  10 Batch  114/269 - Train Accuracy:  0.779, Validation Accuracy:  0.784, Loss:  0.158
Epoch  10 Batch  115/269 - Train Accuracy:  0.774, Validation Accuracy:  0.785, Loss:  0.167
Epoch  10 Batch  116/269 - Train Accuracy:  0.799, Validation Accuracy:  0.798, Loss:  0.157
Epoch  10 Batch  117/269 - Train Accuracy:  0.785, Validation Accuracy:  0.795, Loss:  0.159
Epoch  10 Batch  118/269 - Train Accuracy:  0.817, Validation Accuracy:  0.798, Loss:  0.147
Epoch  10 Batch  119/269 - Train Accuracy:  0.788, Validation Accuracy:  0.800, Loss:  0.154
Epoch  10 Batch  120/269 - Train Accuracy:  0.769, Validation Accuracy:  0.802, Loss:  0.172
Epoch  10 Batch  121/269 - Train Accuracy:  0.781, Validation Accuracy:  0.800, Loss:  0.155
Epoch  10 Batch  122/269 - Train Accuracy:  0.792, Validation Accuracy:  0.792, Loss:  0.151
Epoch  10 Batch  123/269 - Train Accuracy:  0.786, Validation Accuracy:  0.792, Loss:  0.159
Epoch  10 Batch  124/269 - Train Accuracy:  0.778, Validation Accuracy:  0.785, Loss:  0.152
Epoch  10 Batch  125/269 - Train Accuracy:  0.778, Validation Accuracy:  0.784, Loss:  0.160
Epoch  10 Batch  126/269 - Train Accuracy:  0.781, Validation Accuracy:  0.779, Loss:  0.155
Epoch  10 Batch  127/269 - Train Accuracy:  0.779, Validation Accuracy:  0.781, Loss:  0.158
Epoch  10 Batch  128/269 - Train Accuracy:  0.791, Validation Accuracy:  0.779, Loss:  0.155
Epoch  10 Batch  129/269 - Train Accuracy:  0.784, Validation Accuracy:  0.782, Loss:  0.150
Epoch  10 Batch  130/269 - Train Accuracy:  0.770, Validation Accuracy:  0.783, Loss:  0.161
Epoch  10 Batch  131/269 - Train Accuracy:  0.768, Validation Accuracy:  0.783, Loss:  0.160
Epoch  10 Batch  132/269 - Train Accuracy:  0.773, Validation Accuracy:  0.788, Loss:  0.162
Epoch  10 Batch  133/269 - Train Accuracy:  0.798, Validation Accuracy:  0.789, Loss:  0.148
Epoch  10 Batch  134/269 - Train Accuracy:  0.781, Validation Accuracy:  0.794, Loss:  0.160
Epoch  10 Batch  135/269 - Train Accuracy:  0.769, Validation Accuracy:  0.797, Loss:  0.163
Epoch  10 Batch  136/269 - Train Accuracy:  0.774, Validation Accuracy:  0.796, Loss:  0.163
Epoch  10 Batch  137/269 - Train Accuracy:  0.781, Validation Accuracy:  0.787, Loss:  0.163
Epoch  10 Batch  138/269 - Train Accuracy:  0.784, Validation Accuracy:  0.792, Loss:  0.160
Epoch  10 Batch  139/269 - Train Accuracy:  0.812, Validation Accuracy:  0.796, Loss:  0.144
Epoch  10 Batch  140/269 - Train Accuracy:  0.803, Validation Accuracy:  0.796, Loss:  0.155
Epoch  10 Batch  141/269 - Train Accuracy:  0.789, Validation Accuracy:  0.797, Loss:  0.159
Epoch  10 Batch  142/269 - Train Accuracy:  0.795, Validation Accuracy:  0.803, Loss:  0.148
Epoch  10 Batch  143/269 - Train Accuracy:  0.807, Validation Accuracy:  0.803, Loss:  0.148
Epoch  10 Batch  144/269 - Train Accuracy:  0.800, Validation Accuracy:  0.797, Loss:  0.143
Epoch  10 Batch  145/269 - Train Accuracy:  0.799, Validation Accuracy:  0.790, Loss:  0.151
Epoch  10 Batch  146/269 - Train Accuracy:  0.801, Validation Accuracy:  0.785, Loss:  0.143
Epoch  10 Batch  147/269 - Train Accuracy:  0.800, Validation Accuracy:  0.782, Loss:  0.150
Epoch  10 Batch  148/269 - Train Accuracy:  0.793, Validation Accuracy:  0.784, Loss:  0.156
Epoch  10 Batch  149/269 - Train Accuracy:  0.780, Validation Accuracy:  0.788, Loss:  0.158
Epoch  10 Batch  150/269 - Train Accuracy:  0.786, Validation Accuracy:  0.796, Loss:  0.152
Epoch  10 Batch  151/269 - Train Accuracy:  0.815, Validation Accuracy:  0.799, Loss:  0.145
Epoch  10 Batch  152/269 - Train Accuracy:  0.797, Validation Accuracy:  0.803, Loss:  0.148
Epoch  10 Batch  153/269 - Train Accuracy:  0.799, Validation Accuracy:  0.803, Loss:  0.147
Epoch  10 Batch  154/269 - Train Accuracy:  0.792, Validation Accuracy:  0.799, Loss:  0.152
Epoch  10 Batch  155/269 - Train Accuracy:  0.800, Validation Accuracy:  0.788, Loss:  0.144
Epoch  10 Batch  156/269 - Train Accuracy:  0.791, Validation Accuracy:  0.786, Loss:  0.158
Epoch  10 Batch  157/269 - Train Accuracy:  0.791, Validation Accuracy:  0.795, Loss:  0.153
Epoch  10 Batch  158/269 - Train Accuracy:  0.776, Validation Accuracy:  0.790, Loss:  0.157
Epoch  10 Batch  159/269 - Train Accuracy:  0.782, Validation Accuracy:  0.789, Loss:  0.165
Epoch  10 Batch  160/269 - Train Accuracy:  0.794, Validation Accuracy:  0.794, Loss:  0.154
Epoch  10 Batch  161/269 - Train Accuracy:  0.796, Validation Accuracy:  0.801, Loss:  0.156
Epoch  10 Batch  162/269 - Train Accuracy:  0.802, Validation Accuracy:  0.805, Loss:  0.163
Epoch  10 Batch  163/269 - Train Accuracy:  0.807, Validation Accuracy:  0.804, Loss:  0.156
Epoch  10 Batch  164/269 - Train Accuracy:  0.802, Validation Accuracy:  0.804, Loss:  0.151
Epoch  10 Batch  165/269 - Train Accuracy:  0.783, Validation Accuracy:  0.803, Loss:  0.166
Epoch  10 Batch  166/269 - Train Accuracy:  0.792, Validation Accuracy:  0.795, Loss:  0.147
Epoch  10 Batch  167/269 - Train Accuracy:  0.789, Validation Accuracy:  0.800, Loss:  0.153
Epoch  10 Batch  168/269 - Train Accuracy:  0.795, Validation Accuracy:  0.805, Loss:  0.152
Epoch  10 Batch  169/269 - Train Accuracy:  0.773, Validation Accuracy:  0.799, Loss:  0.155
Epoch  10 Batch  170/269 - Train Accuracy:  0.795, Validation Accuracy:  0.801, Loss:  0.155
Epoch  10 Batch  171/269 - Train Accuracy:  0.776, Validation Accuracy:  0.798, Loss:  0.164
Epoch  10 Batch  172/269 - Train Accuracy:  0.774, Validation Accuracy:  0.796, Loss:  0.158
Epoch  10 Batch  173/269 - Train Accuracy:  0.783, Validation Accuracy:  0.792, Loss:  0.150
Epoch  10 Batch  174/269 - Train Accuracy:  0.780, Validation Accuracy:  0.792, Loss:  0.155
Epoch  10 Batch  175/269 - Train Accuracy:  0.797, Validation Accuracy:  0.799, Loss:  0.162
Epoch  10 Batch  176/269 - Train Accuracy:  0.773, Validation Accuracy:  0.801, Loss:  0.159
Epoch  10 Batch  177/269 - Train Accuracy:  0.802, Validation Accuracy:  0.810, Loss:  0.141
Epoch  10 Batch  178/269 - Train Accuracy:  0.804, Validation Accuracy:  0.815, Loss:  0.151
Epoch  10 Batch  179/269 - Train Accuracy:  0.777, Validation Accuracy:  0.813, Loss:  0.153
Epoch  10 Batch  180/269 - Train Accuracy:  0.804, Validation Accuracy:  0.809, Loss:  0.149
Epoch  10 Batch  181/269 - Train Accuracy:  0.788, Validation Accuracy:  0.805, Loss:  0.155
Epoch  10 Batch  182/269 - Train Accuracy:  0.790, Validation Accuracy:  0.806, Loss:  0.153
Epoch  10 Batch  183/269 - Train Accuracy:  0.823, Validation Accuracy:  0.806, Loss:  0.134
Epoch  10 Batch  184/269 - Train Accuracy:  0.786, Validation Accuracy:  0.805, Loss:  0.161
Epoch  10 Batch  185/269 - Train Accuracy:  0.809, Validation Accuracy:  0.800, Loss:  0.149
Epoch  10 Batch  186/269 - Train Accuracy:  0.797, Validation Accuracy:  0.800, Loss:  0.151
Epoch  10 Batch  187/269 - Train Accuracy:  0.798, Validation Accuracy:  0.799, Loss:  0.149
Epoch  10 Batch  188/269 - Train Accuracy:  0.808, Validation Accuracy:  0.803, Loss:  0.148
Epoch  10 Batch  189/269 - Train Accuracy:  0.798, Validation Accuracy:  0.803, Loss:  0.143
Epoch  10 Batch  190/269 - Train Accuracy:  0.791, Validation Accuracy:  0.803, Loss:  0.149
Epoch  10 Batch  191/269 - Train Accuracy:  0.797, Validation Accuracy:  0.794, Loss:  0.147
Epoch  10 Batch  192/269 - Train Accuracy:  0.794, Validation Accuracy:  0.799, Loss:  0.142
Epoch  10 Batch  193/269 - Train Accuracy:  0.801, Validation Accuracy:  0.807, Loss:  0.148
Epoch  10 Batch  194/269 - Train Accuracy:  0.804, Validation Accuracy:  0.810, Loss:  0.154
Epoch  10 Batch  195/269 - Train Accuracy:  0.793, Validation Accuracy:  0.809, Loss:  0.148
Epoch  10 Batch  196/269 - Train Accuracy:  0.779, Validation Accuracy:  0.814, Loss:  0.154
Epoch  10 Batch  197/269 - Train Accuracy:  0.764, Validation Accuracy:  0.796, Loss:  0.157
Epoch  10 Batch  198/269 - Train Accuracy:  0.773, Validation Accuracy:  0.779, Loss:  0.154
Epoch  10 Batch  199/269 - Train Accuracy:  0.787, Validation Accuracy:  0.781, Loss:  0.149
Epoch  10 Batch  200/269 - Train Accuracy:  0.795, Validation Accuracy:  0.790, Loss:  0.153
Epoch  10 Batch  201/269 - Train Accuracy:  0.773, Validation Accuracy:  0.803, Loss:  0.149
Epoch  10 Batch  202/269 - Train Accuracy:  0.793, Validation Accuracy:  0.805, Loss:  0.148
Epoch  10 Batch  203/269 - Train Accuracy:  0.787, Validation Accuracy:  0.811, Loss:  0.163
Epoch  10 Batch  204/269 - Train Accuracy:  0.780, Validation Accuracy:  0.811, Loss:  0.158
Epoch  10 Batch  205/269 - Train Accuracy:  0.784, Validation Accuracy:  0.814, Loss:  0.142
Epoch  10 Batch  206/269 - Train Accuracy:  0.782, Validation Accuracy:  0.806, Loss:  0.154
Epoch  10 Batch  207/269 - Train Accuracy:  0.797, Validation Accuracy:  0.801, Loss:  0.143
Epoch  10 Batch  208/269 - Train Accuracy:  0.794, Validation Accuracy:  0.796, Loss:  0.150
Epoch  10 Batch  209/269 - Train Accuracy:  0.800, Validation Accuracy:  0.800, Loss:  0.142
Epoch  10 Batch  210/269 - Train Accuracy:  0.797, Validation Accuracy:  0.799, Loss:  0.141
Epoch  10 Batch  211/269 - Train Accuracy:  0.798, Validation Accuracy:  0.801, Loss:  0.156
Epoch  10 Batch  212/269 - Train Accuracy:  0.782, Validation Accuracy:  0.804, Loss:  0.158
Epoch  10 Batch  213/269 - Train Accuracy:  0.777, Validation Accuracy:  0.804, Loss:  0.151
Epoch  10 Batch  214/269 - Train Accuracy:  0.810, Validation Accuracy:  0.806, Loss:  0.146
Epoch  10 Batch  215/269 - Train Accuracy:  0.813, Validation Accuracy:  0.802, Loss:  0.142
Epoch  10 Batch  216/269 - Train Accuracy:  0.777, Validation Accuracy:  0.803, Loss:  0.163
Epoch  10 Batch  217/269 - Train Accuracy:  0.769, Validation Accuracy:  0.808, Loss:  0.155
Epoch  10 Batch  218/269 - Train Accuracy:  0.793, Validation Accuracy:  0.808, Loss:  0.148
Epoch  10 Batch  219/269 - Train Accuracy:  0.802, Validation Accuracy:  0.808, Loss:  0.147
Epoch  10 Batch  220/269 - Train Accuracy:  0.784, Validation Accuracy:  0.804, Loss:  0.139
Epoch  10 Batch  221/269 - Train Accuracy:  0.797, Validation Accuracy:  0.797, Loss:  0.143
Epoch  10 Batch  222/269 - Train Accuracy:  0.804, Validation Accuracy:  0.796, Loss:  0.141
Epoch  10 Batch  223/269 - Train Accuracy:  0.792, Validation Accuracy:  0.800, Loss:  0.143
Epoch  10 Batch  224/269 - Train Accuracy:  0.806, Validation Accuracy:  0.805, Loss:  0.152
Epoch  10 Batch  225/269 - Train Accuracy:  0.786, Validation Accuracy:  0.806, Loss:  0.147
Epoch  10 Batch  226/269 - Train Accuracy:  0.792, Validation Accuracy:  0.795, Loss:  0.144
Epoch  10 Batch  227/269 - Train Accuracy:  0.821, Validation Accuracy:  0.788, Loss:  0.130
Epoch  10 Batch  228/269 - Train Accuracy:  0.786, Validation Accuracy:  0.792, Loss:  0.148
Epoch  10 Batch  229/269 - Train Accuracy:  0.800, Validation Accuracy:  0.797, Loss:  0.141
Epoch  10 Batch  230/269 - Train Accuracy:  0.773, Validation Accuracy:  0.796, Loss:  0.153
Epoch  10 Batch  231/269 - Train Accuracy:  0.778, Validation Accuracy:  0.805, Loss:  0.156
Epoch  10 Batch  232/269 - Train Accuracy:  0.765, Validation Accuracy:  0.809, Loss:  0.161
Epoch  10 Batch  233/269 - Train Accuracy:  0.796, Validation Accuracy:  0.813, Loss:  0.154
Epoch  10 Batch  234/269 - Train Accuracy:  0.804, Validation Accuracy:  0.817, Loss:  0.145
Epoch  10 Batch  235/269 - Train Accuracy:  0.826, Validation Accuracy:  0.810, Loss:  0.134
Epoch  10 Batch  236/269 - Train Accuracy:  0.798, Validation Accuracy:  0.808, Loss:  0.145
Epoch  10 Batch  237/269 - Train Accuracy:  0.799, Validation Accuracy:  0.802, Loss:  0.147
Epoch  10 Batch  238/269 - Train Accuracy:  0.789, Validation Accuracy:  0.789, Loss:  0.140
Epoch  10 Batch  239/269 - Train Accuracy:  0.799, Validation Accuracy:  0.782, Loss:  0.141
Epoch  10 Batch  240/269 - Train Accuracy:  0.808, Validation Accuracy:  0.779, Loss:  0.128
Epoch  10 Batch  241/269 - Train Accuracy:  0.790, Validation Accuracy:  0.789, Loss:  0.142
Epoch  10 Batch  242/269 - Train Accuracy:  0.780, Validation Accuracy:  0.797, Loss:  0.146
Epoch  10 Batch  243/269 - Train Accuracy:  0.810, Validation Accuracy:  0.802, Loss:  0.137
Epoch  10 Batch  244/269 - Train Accuracy:  0.780, Validation Accuracy:  0.800, Loss:  0.155
Epoch  10 Batch  245/269 - Train Accuracy:  0.794, Validation Accuracy:  0.808, Loss:  0.153
Epoch  10 Batch  246/269 - Train Accuracy:  0.781, Validation Accuracy:  0.810, Loss:  0.147
Epoch  10 Batch  247/269 - Train Accuracy:  0.785, Validation Accuracy:  0.807, Loss:  0.146
Epoch  10 Batch  248/269 - Train Accuracy:  0.793, Validation Accuracy:  0.801, Loss:  0.141
Epoch  10 Batch  249/269 - Train Accuracy:  0.810, Validation Accuracy:  0.798, Loss:  0.135
Epoch  10 Batch  250/269 - Train Accuracy:  0.792, Validation Accuracy:  0.794, Loss:  0.144
Epoch  10 Batch  251/269 - Train Accuracy:  0.807, Validation Accuracy:  0.793, Loss:  0.139
Epoch  10 Batch  252/269 - Train Accuracy:  0.793, Validation Accuracy:  0.802, Loss:  0.147
Epoch  10 Batch  253/269 - Train Accuracy:  0.777, Validation Accuracy:  0.807, Loss:  0.149
Epoch  10 Batch  254/269 - Train Accuracy:  0.792, Validation Accuracy:  0.802, Loss:  0.148
Epoch  10 Batch  255/269 - Train Accuracy:  0.822, Validation Accuracy:  0.806, Loss:  0.134
Epoch  10 Batch  256/269 - Train Accuracy:  0.783, Validation Accuracy:  0.795, Loss:  0.148
Epoch  10 Batch  257/269 - Train Accuracy:  0.774, Validation Accuracy:  0.786, Loss:  0.154
Epoch  10 Batch  258/269 - Train Accuracy:  0.802, Validation Accuracy:  0.778, Loss:  0.143
Epoch  10 Batch  259/269 - Train Accuracy:  0.798, Validation Accuracy:  0.782, Loss:  0.137
Epoch  10 Batch  260/269 - Train Accuracy:  0.783, Validation Accuracy:  0.785, Loss:  0.156
Epoch  10 Batch  261/269 - Train Accuracy:  0.786, Validation Accuracy:  0.794, Loss:  0.156
Epoch  10 Batch  262/269 - Train Accuracy:  0.807, Validation Accuracy:  0.806, Loss:  0.137
Epoch  10 Batch  263/269 - Train Accuracy:  0.794, Validation Accuracy:  0.812, Loss:  0.149
Epoch  10 Batch  264/269 - Train Accuracy:  0.793, Validation Accuracy:  0.812, Loss:  0.147
Epoch  10 Batch  265/269 - Train Accuracy:  0.786, Validation Accuracy:  0.809, Loss:  0.155
Epoch  10 Batch  266/269 - Train Accuracy:  0.808, Validation Accuracy:  0.806, Loss:  0.139
Epoch  10 Batch  267/269 - Train Accuracy:  0.805, Validation Accuracy:  0.795, Loss:  0.149
Epoch  11 Batch    0/269 - Train Accuracy:  0.790, Validation Accuracy:  0.786, Loss:  0.152
Epoch  11 Batch    1/269 - Train Accuracy:  0.804, Validation Accuracy:  0.776, Loss:  0.143
Epoch  11 Batch    2/269 - Train Accuracy:  0.770, Validation Accuracy:  0.779, Loss:  0.146
Epoch  11 Batch    3/269 - Train Accuracy:  0.792, Validation Accuracy:  0.785, Loss:  0.144
Epoch  11 Batch    4/269 - Train Accuracy:  0.755, Validation Accuracy:  0.789, Loss:  0.158
Epoch  11 Batch    5/269 - Train Accuracy:  0.770, Validation Accuracy:  0.794, Loss:  0.154
Epoch  11 Batch    6/269 - Train Accuracy:  0.791, Validation Accuracy:  0.790, Loss:  0.147
Epoch  11 Batch    7/269 - Train Accuracy:  0.791, Validation Accuracy:  0.796, Loss:  0.139
Epoch  11 Batch    8/269 - Train Accuracy:  0.781, Validation Accuracy:  0.800, Loss:  0.156
Epoch  11 Batch    9/269 - Train Accuracy:  0.784, Validation Accuracy:  0.810, Loss:  0.149
Epoch  11 Batch   10/269 - Train Accuracy:  0.785, Validation Accuracy:  0.809, Loss:  0.149
Epoch  11 Batch   11/269 - Train Accuracy:  0.796, Validation Accuracy:  0.805, Loss:  0.149
Epoch  11 Batch   12/269 - Train Accuracy:  0.788, Validation Accuracy:  0.796, Loss:  0.152
Epoch  11 Batch   13/269 - Train Accuracy:  0.810, Validation Accuracy:  0.797, Loss:  0.130
Epoch  11 Batch   14/269 - Train Accuracy:  0.783, Validation Accuracy:  0.800, Loss:  0.148
Epoch  11 Batch   15/269 - Train Accuracy:  0.786, Validation Accuracy:  0.802, Loss:  0.139
Epoch  11 Batch   16/269 - Train Accuracy:  0.802, Validation Accuracy:  0.800, Loss:  0.144
Epoch  11 Batch   17/269 - Train Accuracy:  0.795, Validation Accuracy:  0.795, Loss:  0.141
Epoch  11 Batch   18/269 - Train Accuracy:  0.788, Validation Accuracy:  0.795, Loss:  0.147
Epoch  11 Batch   19/269 - Train Accuracy:  0.823, Validation Accuracy:  0.804, Loss:  0.131
Epoch  11 Batch   20/269 - Train Accuracy:  0.800, Validation Accuracy:  0.807, Loss:  0.146
Epoch  11 Batch   21/269 - Train Accuracy:  0.784, Validation Accuracy:  0.809, Loss:  0.152
Epoch  11 Batch   22/269 - Train Accuracy:  0.798, Validation Accuracy:  0.810, Loss:  0.138
Epoch  11 Batch   23/269 - Train Accuracy:  0.797, Validation Accuracy:  0.805, Loss:  0.137
Epoch  11 Batch   24/269 - Train Accuracy:  0.798, Validation Accuracy:  0.802, Loss:  0.149
Epoch  11 Batch   25/269 - Train Accuracy:  0.782, Validation Accuracy:  0.797, Loss:  0.154
Epoch  11 Batch   26/269 - Train Accuracy:  0.785, Validation Accuracy:  0.788, Loss:  0.137
Epoch  11 Batch   27/269 - Train Accuracy:  0.772, Validation Accuracy:  0.777, Loss:  0.141
Epoch  11 Batch   28/269 - Train Accuracy:  0.766, Validation Accuracy:  0.780, Loss:  0.157
Epoch  11 Batch   29/269 - Train Accuracy:  0.792, Validation Accuracy:  0.793, Loss:  0.147
Epoch  11 Batch   30/269 - Train Accuracy:  0.798, Validation Accuracy:  0.801, Loss:  0.144
Epoch  11 Batch   31/269 - Train Accuracy:  0.812, Validation Accuracy:  0.808, Loss:  0.133
Epoch  11 Batch   32/269 - Train Accuracy:  0.805, Validation Accuracy:  0.801, Loss:  0.129
Epoch  11 Batch   33/269 - Train Accuracy:  0.799, Validation Accuracy:  0.797, Loss:  0.137
Epoch  11 Batch   34/269 - Train Accuracy:  0.785, Validation Accuracy:  0.802, Loss:  0.145
Epoch  11 Batch   35/269 - Train Accuracy:  0.801, Validation Accuracy:  0.800, Loss:  0.155
Epoch  11 Batch   36/269 - Train Accuracy:  0.798, Validation Accuracy:  0.801, Loss:  0.142
Epoch  11 Batch   37/269 - Train Accuracy:  0.798, Validation Accuracy:  0.797, Loss:  0.138
Epoch  11 Batch   38/269 - Train Accuracy:  0.803, Validation Accuracy:  0.801, Loss:  0.134
Epoch  11 Batch   39/269 - Train Accuracy:  0.810, Validation Accuracy:  0.806, Loss:  0.143
Epoch  11 Batch   40/269 - Train Accuracy:  0.784, Validation Accuracy:  0.808, Loss:  0.153
Epoch  11 Batch   41/269 - Train Accuracy:  0.796, Validation Accuracy:  0.809, Loss:  0.144
Epoch  11 Batch   42/269 - Train Accuracy:  0.801, Validation Accuracy:  0.805, Loss:  0.132
Epoch  11 Batch   43/269 - Train Accuracy:  0.799, Validation Accuracy:  0.804, Loss:  0.145
Epoch  11 Batch   44/269 - Train Accuracy:  0.808, Validation Accuracy:  0.801, Loss:  0.139
Epoch  11 Batch   45/269 - Train Accuracy:  0.791, Validation Accuracy:  0.804, Loss:  0.148
Epoch  11 Batch   46/269 - Train Accuracy:  0.799, Validation Accuracy:  0.806, Loss:  0.144
Epoch  11 Batch   47/269 - Train Accuracy:  0.831, Validation Accuracy:  0.807, Loss:  0.126
Epoch  11 Batch   48/269 - Train Accuracy:  0.816, Validation Accuracy:  0.810, Loss:  0.134
Epoch  11 Batch   49/269 - Train Accuracy:  0.781, Validation Accuracy:  0.807, Loss:  0.142
Epoch  11 Batch   50/269 - Train Accuracy:  0.788, Validation Accuracy:  0.805, Loss:  0.149
Epoch  11 Batch   51/269 - Train Accuracy:  0.794, Validation Accuracy:  0.800, Loss:  0.141
Epoch  11 Batch   52/269 - Train Accuracy:  0.785, Validation Accuracy:  0.791, Loss:  0.134
Epoch  11 Batch   53/269 - Train Accuracy:  0.804, Validation Accuracy:  0.796, Loss:  0.142
Epoch  11 Batch   54/269 - Train Accuracy:  0.798, Validation Accuracy:  0.796, Loss:  0.132
Epoch  11 Batch   55/269 - Train Accuracy:  0.787, Validation Accuracy:  0.803, Loss:  0.139
Epoch  11 Batch   56/269 - Train Accuracy:  0.806, Validation Accuracy:  0.807, Loss:  0.135
Epoch  11 Batch   57/269 - Train Accuracy:  0.804, Validation Accuracy:  0.810, Loss:  0.140
Epoch  11 Batch   58/269 - Train Accuracy:  0.794, Validation Accuracy:  0.804, Loss:  0.131
Epoch  11 Batch   59/269 - Train Accuracy:  0.826, Validation Accuracy:  0.793, Loss:  0.125
Epoch  11 Batch   60/269 - Train Accuracy:  0.789, Validation Accuracy:  0.783, Loss:  0.137
Epoch  11 Batch   61/269 - Train Accuracy:  0.808, Validation Accuracy:  0.783, Loss:  0.130
Epoch  11 Batch   62/269 - Train Accuracy:  0.809, Validation Accuracy:  0.790, Loss:  0.132
Epoch  11 Batch   63/269 - Train Accuracy:  0.801, Validation Accuracy:  0.803, Loss:  0.139
Epoch  11 Batch   64/269 - Train Accuracy:  0.785, Validation Accuracy:  0.811, Loss:  0.136
Epoch  11 Batch   65/269 - Train Accuracy:  0.802, Validation Accuracy:  0.809, Loss:  0.135
Epoch  11 Batch   66/269 - Train Accuracy:  0.802, Validation Accuracy:  0.804, Loss:  0.137
Epoch  11 Batch   67/269 - Train Accuracy:  0.779, Validation Accuracy:  0.799, Loss:  0.142
Epoch  11 Batch   68/269 - Train Accuracy:  0.775, Validation Accuracy:  0.788, Loss:  0.148
Epoch  11 Batch   69/269 - Train Accuracy:  0.769, Validation Accuracy:  0.788, Loss:  0.150
Epoch  11 Batch   70/269 - Train Accuracy:  0.823, Validation Accuracy:  0.797, Loss:  0.135
Epoch  11 Batch   71/269 - Train Accuracy:  0.799, Validation Accuracy:  0.804, Loss:  0.147
Epoch  11 Batch   72/269 - Train Accuracy:  0.805, Validation Accuracy:  0.811, Loss:  0.137
Epoch  11 Batch   73/269 - Train Accuracy:  0.804, Validation Accuracy:  0.816, Loss:  0.133
Epoch  11 Batch   74/269 - Train Accuracy:  0.810, Validation Accuracy:  0.805, Loss:  0.138
Epoch  11 Batch   75/269 - Train Accuracy:  0.782, Validation Accuracy:  0.798, Loss:  0.139
Epoch  11 Batch   76/269 - Train Accuracy:  0.784, Validation Accuracy:  0.782, Loss:  0.142
Epoch  11 Batch   77/269 - Train Accuracy:  0.796, Validation Accuracy:  0.782, Loss:  0.135
Epoch  11 Batch   78/269 - Train Accuracy:  0.786, Validation Accuracy:  0.786, Loss:  0.135
Epoch  11 Batch   79/269 - Train Accuracy:  0.801, Validation Accuracy:  0.794, Loss:  0.140
Epoch  11 Batch   80/269 - Train Accuracy:  0.797, Validation Accuracy:  0.799, Loss:  0.136
Epoch  11 Batch   81/269 - Train Accuracy:  0.804, Validation Accuracy:  0.806, Loss:  0.140
Epoch  11 Batch   82/269 - Train Accuracy:  0.812, Validation Accuracy:  0.811, Loss:  0.126
Epoch  11 Batch   83/269 - Train Accuracy:  0.791, Validation Accuracy:  0.805, Loss:  0.152
Epoch  11 Batch   84/269 - Train Accuracy:  0.800, Validation Accuracy:  0.793, Loss:  0.135
Epoch  11 Batch   85/269 - Train Accuracy:  0.803, Validation Accuracy:  0.793, Loss:  0.142
Epoch  11 Batch   86/269 - Train Accuracy:  0.787, Validation Accuracy:  0.792, Loss:  0.130
Epoch  11 Batch   87/269 - Train Accuracy:  0.800, Validation Accuracy:  0.796, Loss:  0.145
Epoch  11 Batch   88/269 - Train Accuracy:  0.796, Validation Accuracy:  0.799, Loss:  0.134
Epoch  11 Batch   89/269 - Train Accuracy:  0.816, Validation Accuracy:  0.805, Loss:  0.134
Epoch  11 Batch   90/269 - Train Accuracy:  0.787, Validation Accuracy:  0.804, Loss:  0.148
Epoch  11 Batch   91/269 - Train Accuracy:  0.799, Validation Accuracy:  0.799, Loss:  0.133
Epoch  11 Batch   92/269 - Train Accuracy:  0.801, Validation Accuracy:  0.796, Loss:  0.138
Epoch  11 Batch   93/269 - Train Accuracy:  0.808, Validation Accuracy:  0.798, Loss:  0.130
Epoch  11 Batch   94/269 - Train Accuracy:  0.784, Validation Accuracy:  0.798, Loss:  0.143
Epoch  11 Batch   95/269 - Train Accuracy:  0.788, Validation Accuracy:  0.792, Loss:  0.138
Epoch  11 Batch   96/269 - Train Accuracy:  0.785, Validation Accuracy:  0.789, Loss:  0.144
Epoch  11 Batch   97/269 - Train Accuracy:  0.785, Validation Accuracy:  0.792, Loss:  0.139
Epoch  11 Batch   98/269 - Train Accuracy:  0.797, Validation Accuracy:  0.799, Loss:  0.137
Epoch  11 Batch   99/269 - Train Accuracy:  0.803, Validation Accuracy:  0.803, Loss:  0.139
Epoch  11 Batch  100/269 - Train Accuracy:  0.819, Validation Accuracy:  0.802, Loss:  0.134
Epoch  11 Batch  101/269 - Train Accuracy:  0.769, Validation Accuracy:  0.804, Loss:  0.146
Epoch  11 Batch  102/269 - Train Accuracy:  0.792, Validation Accuracy:  0.800, Loss:  0.138
Epoch  11 Batch  103/269 - Train Accuracy:  0.794, Validation Accuracy:  0.803, Loss:  0.135
Epoch  11 Batch  104/269 - Train Accuracy:  0.798, Validation Accuracy:  0.803, Loss:  0.137
Epoch  11 Batch  105/269 - Train Accuracy:  0.788, Validation Accuracy:  0.801, Loss:  0.144
Epoch  11 Batch  106/269 - Train Accuracy:  0.799, Validation Accuracy:  0.803, Loss:  0.136
Epoch  11 Batch  107/269 - Train Accuracy:  0.787, Validation Accuracy:  0.803, Loss:  0.139
Epoch  11 Batch  108/269 - Train Accuracy:  0.806, Validation Accuracy:  0.807, Loss:  0.137
Epoch  11 Batch  109/269 - Train Accuracy:  0.771, Validation Accuracy:  0.807, Loss:  0.142
Epoch  11 Batch  110/269 - Train Accuracy:  0.794, Validation Accuracy:  0.810, Loss:  0.131
Epoch  11 Batch  111/269 - Train Accuracy:  0.784, Validation Accuracy:  0.806, Loss:  0.139
Epoch  11 Batch  112/269 - Train Accuracy:  0.799, Validation Accuracy:  0.798, Loss:  0.136
Epoch  11 Batch  113/269 - Train Accuracy:  0.785, Validation Accuracy:  0.790, Loss:  0.134
Epoch  11 Batch  114/269 - Train Accuracy:  0.781, Validation Accuracy:  0.798, Loss:  0.137
Epoch  11 Batch  115/269 - Train Accuracy:  0.774, Validation Accuracy:  0.808, Loss:  0.146
Epoch  11 Batch  116/269 - Train Accuracy:  0.808, Validation Accuracy:  0.803, Loss:  0.132
Epoch  11 Batch  117/269 - Train Accuracy:  0.791, Validation Accuracy:  0.803, Loss:  0.139
Epoch  11 Batch  118/269 - Train Accuracy:  0.815, Validation Accuracy:  0.804, Loss:  0.130
Epoch  11 Batch  119/269 - Train Accuracy:  0.798, Validation Accuracy:  0.803, Loss:  0.136
Epoch  11 Batch  120/269 - Train Accuracy:  0.781, Validation Accuracy:  0.805, Loss:  0.148
Epoch  11 Batch  121/269 - Train Accuracy:  0.782, Validation Accuracy:  0.800, Loss:  0.136
Epoch  11 Batch  122/269 - Train Accuracy:  0.798, Validation Accuracy:  0.799, Loss:  0.128
Epoch  11 Batch  123/269 - Train Accuracy:  0.795, Validation Accuracy:  0.793, Loss:  0.143
Epoch  11 Batch  124/269 - Train Accuracy:  0.783, Validation Accuracy:  0.792, Loss:  0.137
Epoch  11 Batch  125/269 - Train Accuracy:  0.790, Validation Accuracy:  0.789, Loss:  0.138
Epoch  11 Batch  126/269 - Train Accuracy:  0.792, Validation Accuracy:  0.787, Loss:  0.137
Epoch  11 Batch  127/269 - Train Accuracy:  0.798, Validation Accuracy:  0.789, Loss:  0.140
Epoch  11 Batch  128/269 - Train Accuracy:  0.792, Validation Accuracy:  0.791, Loss:  0.138
Epoch  11 Batch  129/269 - Train Accuracy:  0.790, Validation Accuracy:  0.793, Loss:  0.133
Epoch  11 Batch  130/269 - Train Accuracy:  0.784, Validation Accuracy:  0.794, Loss:  0.140
Epoch  11 Batch  131/269 - Train Accuracy:  0.775, Validation Accuracy:  0.798, Loss:  0.143
Epoch  11 Batch  132/269 - Train Accuracy:  0.781, Validation Accuracy:  0.804, Loss:  0.144
Epoch  11 Batch  133/269 - Train Accuracy:  0.805, Validation Accuracy:  0.810, Loss:  0.131
Epoch  11 Batch  134/269 - Train Accuracy:  0.788, Validation Accuracy:  0.813, Loss:  0.139
Epoch  11 Batch  135/269 - Train Accuracy:  0.775, Validation Accuracy:  0.803, Loss:  0.144
Epoch  11 Batch  136/269 - Train Accuracy:  0.784, Validation Accuracy:  0.802, Loss:  0.144
Epoch  11 Batch  137/269 - Train Accuracy:  0.784, Validation Accuracy:  0.795, Loss:  0.142
Epoch  11 Batch  138/269 - Train Accuracy:  0.784, Validation Accuracy:  0.793, Loss:  0.145
Epoch  11 Batch  139/269 - Train Accuracy:  0.817, Validation Accuracy:  0.796, Loss:  0.131
Epoch  11 Batch  140/269 - Train Accuracy:  0.811, Validation Accuracy:  0.794, Loss:  0.138
Epoch  11 Batch  141/269 - Train Accuracy:  0.799, Validation Accuracy:  0.800, Loss:  0.137
Epoch  11 Batch  142/269 - Train Accuracy:  0.806, Validation Accuracy:  0.801, Loss:  0.130
Epoch  11 Batch  143/269 - Train Accuracy:  0.818, Validation Accuracy:  0.805, Loss:  0.132
Epoch  11 Batch  144/269 - Train Accuracy:  0.808, Validation Accuracy:  0.805, Loss:  0.124
Epoch  11 Batch  145/269 - Train Accuracy:  0.802, Validation Accuracy:  0.802, Loss:  0.133
Epoch  11 Batch  146/269 - Train Accuracy:  0.810, Validation Accuracy:  0.800, Loss:  0.129
Epoch  11 Batch  147/269 - Train Accuracy:  0.806, Validation Accuracy:  0.798, Loss:  0.134
Epoch  11 Batch  148/269 - Train Accuracy:  0.789, Validation Accuracy:  0.793, Loss:  0.136
Epoch  11 Batch  149/269 - Train Accuracy:  0.781, Validation Accuracy:  0.785, Loss:  0.138
Epoch  11 Batch  150/269 - Train Accuracy:  0.793, Validation Accuracy:  0.787, Loss:  0.141
Epoch  11 Batch  151/269 - Train Accuracy:  0.820, Validation Accuracy:  0.794, Loss:  0.132
Epoch  11 Batch  152/269 - Train Accuracy:  0.807, Validation Accuracy:  0.806, Loss:  0.132
Epoch  11 Batch  153/269 - Train Accuracy:  0.804, Validation Accuracy:  0.813, Loss:  0.132
Epoch  11 Batch  154/269 - Train Accuracy:  0.806, Validation Accuracy:  0.813, Loss:  0.137
Epoch  11 Batch  155/269 - Train Accuracy:  0.812, Validation Accuracy:  0.813, Loss:  0.130
Epoch  11 Batch  156/269 - Train Accuracy:  0.790, Validation Accuracy:  0.803, Loss:  0.142
Epoch  11 Batch  157/269 - Train Accuracy:  0.798, Validation Accuracy:  0.788, Loss:  0.133
Epoch  11 Batch  158/269 - Train Accuracy:  0.775, Validation Accuracy:  0.788, Loss:  0.134
Epoch  11 Batch  159/269 - Train Accuracy:  0.773, Validation Accuracy:  0.784, Loss:  0.131
Epoch  11 Batch  160/269 - Train Accuracy:  0.793, Validation Accuracy:  0.789, Loss:  0.126
Epoch  11 Batch  161/269 - Train Accuracy:  0.796, Validation Accuracy:  0.801, Loss:  0.129
Epoch  11 Batch  162/269 - Train Accuracy:  0.816, Validation Accuracy:  0.812, Loss:  0.140
Epoch  11 Batch  163/269 - Train Accuracy:  0.808, Validation Accuracy:  0.819, Loss:  0.135
Epoch  11 Batch  164/269 - Train Accuracy:  0.808, Validation Accuracy:  0.817, Loss:  0.130
Epoch  11 Batch  165/269 - Train Accuracy:  0.790, Validation Accuracy:  0.811, Loss:  0.140
Epoch  11 Batch  166/269 - Train Accuracy:  0.809, Validation Accuracy:  0.802, Loss:  0.128
Epoch  11 Batch  167/269 - Train Accuracy:  0.803, Validation Accuracy:  0.791, Loss:  0.131
Epoch  11 Batch  168/269 - Train Accuracy:  0.797, Validation Accuracy:  0.794, Loss:  0.130
Epoch  11 Batch  169/269 - Train Accuracy:  0.787, Validation Accuracy:  0.799, Loss:  0.134
Epoch  11 Batch  170/269 - Train Accuracy:  0.808, Validation Accuracy:  0.803, Loss:  0.128
Epoch  11 Batch  171/269 - Train Accuracy:  0.784, Validation Accuracy:  0.814, Loss:  0.141
Epoch  11 Batch  172/269 - Train Accuracy:  0.799, Validation Accuracy:  0.810, Loss:  0.138
Epoch  11 Batch  173/269 - Train Accuracy:  0.798, Validation Accuracy:  0.812, Loss:  0.125
Epoch  11 Batch  174/269 - Train Accuracy:  0.810, Validation Accuracy:  0.810, Loss:  0.131
Epoch  11 Batch  175/269 - Train Accuracy:  0.789, Validation Accuracy:  0.800, Loss:  0.139
Epoch  11 Batch  176/269 - Train Accuracy:  0.779, Validation Accuracy:  0.798, Loss:  0.136
Epoch  11 Batch  177/269 - Train Accuracy:  0.803, Validation Accuracy:  0.800, Loss:  0.120
Epoch  11 Batch  178/269 - Train Accuracy:  0.797, Validation Accuracy:  0.799, Loss:  0.127
Epoch  11 Batch  179/269 - Train Accuracy:  0.786, Validation Accuracy:  0.802, Loss:  0.131
Epoch  11 Batch  180/269 - Train Accuracy:  0.806, Validation Accuracy:  0.804, Loss:  0.129
Epoch  11 Batch  181/269 - Train Accuracy:  0.796, Validation Accuracy:  0.816, Loss:  0.132
Epoch  11 Batch  182/269 - Train Accuracy:  0.809, Validation Accuracy:  0.812, Loss:  0.129
Epoch  11 Batch  183/269 - Train Accuracy:  0.828, Validation Accuracy:  0.814, Loss:  0.113
Epoch  11 Batch  184/269 - Train Accuracy:  0.796, Validation Accuracy:  0.813, Loss:  0.140
Epoch  11 Batch  185/269 - Train Accuracy:  0.811, Validation Accuracy:  0.806, Loss:  0.128
Epoch  11 Batch  186/269 - Train Accuracy:  0.805, Validation Accuracy:  0.805, Loss:  0.131
Epoch  11 Batch  187/269 - Train Accuracy:  0.797, Validation Accuracy:  0.805, Loss:  0.129
Epoch  11 Batch  188/269 - Train Accuracy:  0.817, Validation Accuracy:  0.803, Loss:  0.129
Epoch  11 Batch  189/269 - Train Accuracy:  0.807, Validation Accuracy:  0.805, Loss:  0.126
Epoch  11 Batch  190/269 - Train Accuracy:  0.795, Validation Accuracy:  0.811, Loss:  0.132
Epoch  11 Batch  191/269 - Train Accuracy:  0.808, Validation Accuracy:  0.805, Loss:  0.126
Epoch  11 Batch  192/269 - Train Accuracy:  0.795, Validation Accuracy:  0.805, Loss:  0.124
Epoch  11 Batch  193/269 - Train Accuracy:  0.802, Validation Accuracy:  0.809, Loss:  0.129
Epoch  11 Batch  194/269 - Train Accuracy:  0.811, Validation Accuracy:  0.813, Loss:  0.133
Epoch  11 Batch  195/269 - Train Accuracy:  0.805, Validation Accuracy:  0.816, Loss:  0.128
Epoch  11 Batch  196/269 - Train Accuracy:  0.787, Validation Accuracy:  0.817, Loss:  0.136
Epoch  11 Batch  197/269 - Train Accuracy:  0.762, Validation Accuracy:  0.797, Loss:  0.135
Epoch  11 Batch  198/269 - Train Accuracy:  0.781, Validation Accuracy:  0.791, Loss:  0.133
Epoch  11 Batch  199/269 - Train Accuracy:  0.789, Validation Accuracy:  0.787, Loss:  0.130
Epoch  11 Batch  200/269 - Train Accuracy:  0.802, Validation Accuracy:  0.793, Loss:  0.134
Epoch  11 Batch  201/269 - Train Accuracy:  0.782, Validation Accuracy:  0.804, Loss:  0.131
Epoch  11 Batch  202/269 - Train Accuracy:  0.802, Validation Accuracy:  0.804, Loss:  0.131
Epoch  11 Batch  203/269 - Train Accuracy:  0.801, Validation Accuracy:  0.809, Loss:  0.142
Epoch  11 Batch  204/269 - Train Accuracy:  0.783, Validation Accuracy:  0.805, Loss:  0.138
Epoch  11 Batch  205/269 - Train Accuracy:  0.795, Validation Accuracy:  0.801, Loss:  0.122
Epoch  11 Batch  206/269 - Train Accuracy:  0.780, Validation Accuracy:  0.799, Loss:  0.134
Epoch  11 Batch  207/269 - Train Accuracy:  0.807, Validation Accuracy:  0.803, Loss:  0.125
Epoch  11 Batch  208/269 - Train Accuracy:  0.805, Validation Accuracy:  0.809, Loss:  0.131
Epoch  11 Batch  209/269 - Train Accuracy:  0.806, Validation Accuracy:  0.798, Loss:  0.125
Epoch  11 Batch  210/269 - Train Accuracy:  0.806, Validation Accuracy:  0.798, Loss:  0.125
Epoch  11 Batch  211/269 - Train Accuracy:  0.803, Validation Accuracy:  0.800, Loss:  0.134
Epoch  11 Batch  212/269 - Train Accuracy:  0.786, Validation Accuracy:  0.801, Loss:  0.137
Epoch  11 Batch  213/269 - Train Accuracy:  0.786, Validation Accuracy:  0.801, Loss:  0.134
Epoch  11 Batch  214/269 - Train Accuracy:  0.807, Validation Accuracy:  0.804, Loss:  0.128
Epoch  11 Batch  215/269 - Train Accuracy:  0.807, Validation Accuracy:  0.805, Loss:  0.123
Epoch  11 Batch  216/269 - Train Accuracy:  0.789, Validation Accuracy:  0.806, Loss:  0.142
Epoch  11 Batch  217/269 - Train Accuracy:  0.774, Validation Accuracy:  0.806, Loss:  0.138
Epoch  11 Batch  218/269 - Train Accuracy:  0.809, Validation Accuracy:  0.810, Loss:  0.127
Epoch  11 Batch  219/269 - Train Accuracy:  0.812, Validation Accuracy:  0.809, Loss:  0.131
Epoch  11 Batch  220/269 - Train Accuracy:  0.789, Validation Accuracy:  0.801, Loss:  0.121
Epoch  11 Batch  221/269 - Train Accuracy:  0.811, Validation Accuracy:  0.796, Loss:  0.124
Epoch  11 Batch  222/269 - Train Accuracy:  0.805, Validation Accuracy:  0.784, Loss:  0.122
Epoch  11 Batch  223/269 - Train Accuracy:  0.797, Validation Accuracy:  0.790, Loss:  0.125
Epoch  11 Batch  224/269 - Train Accuracy:  0.801, Validation Accuracy:  0.809, Loss:  0.132
Epoch  11 Batch  225/269 - Train Accuracy:  0.804, Validation Accuracy:  0.813, Loss:  0.128
Epoch  11 Batch  226/269 - Train Accuracy:  0.790, Validation Accuracy:  0.811, Loss:  0.130
Epoch  11 Batch  227/269 - Train Accuracy:  0.824, Validation Accuracy:  0.805, Loss:  0.114
Epoch  11 Batch  228/269 - Train Accuracy:  0.797, Validation Accuracy:  0.797, Loss:  0.127
Epoch  11 Batch  229/269 - Train Accuracy:  0.802, Validation Accuracy:  0.797, Loss:  0.120
Epoch  11 Batch  230/269 - Train Accuracy:  0.781, Validation Accuracy:  0.798, Loss:  0.133
Epoch  11 Batch  231/269 - Train Accuracy:  0.783, Validation Accuracy:  0.798, Loss:  0.138
Epoch  11 Batch  232/269 - Train Accuracy:  0.774, Validation Accuracy:  0.811, Loss:  0.138
Epoch  11 Batch  233/269 - Train Accuracy:  0.811, Validation Accuracy:  0.826, Loss:  0.128
Epoch  11 Batch  234/269 - Train Accuracy:  0.811, Validation Accuracy:  0.827, Loss:  0.125
Epoch  11 Batch  235/269 - Train Accuracy:  0.833, Validation Accuracy:  0.818, Loss:  0.116
Epoch  11 Batch  236/269 - Train Accuracy:  0.802, Validation Accuracy:  0.809, Loss:  0.123
Epoch  11 Batch  237/269 - Train Accuracy:  0.807, Validation Accuracy:  0.807, Loss:  0.128
Epoch  11 Batch  238/269 - Train Accuracy:  0.792, Validation Accuracy:  0.794, Loss:  0.120
Epoch  11 Batch  239/269 - Train Accuracy:  0.806, Validation Accuracy:  0.788, Loss:  0.118
Epoch  11 Batch  240/269 - Train Accuracy:  0.822, Validation Accuracy:  0.792, Loss:  0.112
Epoch  11 Batch  241/269 - Train Accuracy:  0.795, Validation Accuracy:  0.792, Loss:  0.123
Epoch  11 Batch  242/269 - Train Accuracy:  0.799, Validation Accuracy:  0.802, Loss:  0.126
Epoch  11 Batch  243/269 - Train Accuracy:  0.825, Validation Accuracy:  0.807, Loss:  0.121
Epoch  11 Batch  244/269 - Train Accuracy:  0.787, Validation Accuracy:  0.809, Loss:  0.130
Epoch  11 Batch  245/269 - Train Accuracy:  0.793, Validation Accuracy:  0.816, Loss:  0.133
Epoch  11 Batch  246/269 - Train Accuracy:  0.788, Validation Accuracy:  0.817, Loss:  0.126
Epoch  11 Batch  247/269 - Train Accuracy:  0.790, Validation Accuracy:  0.808, Loss:  0.128
Epoch  11 Batch  248/269 - Train Accuracy:  0.804, Validation Accuracy:  0.800, Loss:  0.122
Epoch  11 Batch  249/269 - Train Accuracy:  0.822, Validation Accuracy:  0.798, Loss:  0.116
Epoch  11 Batch  250/269 - Train Accuracy:  0.786, Validation Accuracy:  0.791, Loss:  0.125
Epoch  11 Batch  251/269 - Train Accuracy:  0.819, Validation Accuracy:  0.796, Loss:  0.124
Epoch  11 Batch  252/269 - Train Accuracy:  0.798, Validation Accuracy:  0.808, Loss:  0.126
Epoch  11 Batch  253/269 - Train Accuracy:  0.792, Validation Accuracy:  0.811, Loss:  0.128
Epoch  11 Batch  254/269 - Train Accuracy:  0.808, Validation Accuracy:  0.812, Loss:  0.130
Epoch  11 Batch  255/269 - Train Accuracy:  0.826, Validation Accuracy:  0.815, Loss:  0.113
Epoch  11 Batch  256/269 - Train Accuracy:  0.790, Validation Accuracy:  0.809, Loss:  0.130
Epoch  11 Batch  257/269 - Train Accuracy:  0.784, Validation Accuracy:  0.804, Loss:  0.135
Epoch  11 Batch  258/269 - Train Accuracy:  0.799, Validation Accuracy:  0.792, Loss:  0.124
Epoch  11 Batch  259/269 - Train Accuracy:  0.812, Validation Accuracy:  0.799, Loss:  0.120
Epoch  11 Batch  260/269 - Train Accuracy:  0.789, Validation Accuracy:  0.811, Loss:  0.135
Epoch  11 Batch  261/269 - Train Accuracy:  0.797, Validation Accuracy:  0.810, Loss:  0.134
Epoch  11 Batch  262/269 - Train Accuracy:  0.805, Validation Accuracy:  0.818, Loss:  0.118
Epoch  11 Batch  263/269 - Train Accuracy:  0.809, Validation Accuracy:  0.819, Loss:  0.129
Epoch  11 Batch  264/269 - Train Accuracy:  0.802, Validation Accuracy:  0.821, Loss:  0.129
Epoch  11 Batch  265/269 - Train Accuracy:  0.790, Validation Accuracy:  0.813, Loss:  0.133
Epoch  11 Batch  266/269 - Train Accuracy:  0.817, Validation Accuracy:  0.807, Loss:  0.119
Epoch  11 Batch  267/269 - Train Accuracy:  0.810, Validation Accuracy:  0.805, Loss:  0.127
Epoch  12 Batch    0/269 - Train Accuracy:  0.798, Validation Accuracy:  0.797, Loss:  0.126
Epoch  12 Batch    1/269 - Train Accuracy:  0.813, Validation Accuracy:  0.789, Loss:  0.125
Epoch  12 Batch    2/269 - Train Accuracy:  0.781, Validation Accuracy:  0.789, Loss:  0.126
Epoch  12 Batch    3/269 - Train Accuracy:  0.815, Validation Accuracy:  0.796, Loss:  0.122
Epoch  12 Batch    4/269 - Train Accuracy:  0.767, Validation Accuracy:  0.796, Loss:  0.137
Epoch  12 Batch    5/269 - Train Accuracy:  0.783, Validation Accuracy:  0.803, Loss:  0.135
Epoch  12 Batch    6/269 - Train Accuracy:  0.800, Validation Accuracy:  0.800, Loss:  0.125
Epoch  12 Batch    7/269 - Train Accuracy:  0.796, Validation Accuracy:  0.805, Loss:  0.121
Epoch  12 Batch    8/269 - Train Accuracy:  0.806, Validation Accuracy:  0.817, Loss:  0.134
Epoch  12 Batch    9/269 - Train Accuracy:  0.804, Validation Accuracy:  0.822, Loss:  0.132
Epoch  12 Batch   10/269 - Train Accuracy:  0.796, Validation Accuracy:  0.816, Loss:  0.134
Epoch  12 Batch   11/269 - Train Accuracy:  0.804, Validation Accuracy:  0.802, Loss:  0.132
Epoch  12 Batch   12/269 - Train Accuracy:  0.791, Validation Accuracy:  0.799, Loss:  0.133
Epoch  12 Batch   13/269 - Train Accuracy:  0.806, Validation Accuracy:  0.800, Loss:  0.118
Epoch  12 Batch   14/269 - Train Accuracy:  0.798, Validation Accuracy:  0.805, Loss:  0.128
Epoch  12 Batch   15/269 - Train Accuracy:  0.795, Validation Accuracy:  0.801, Loss:  0.121
Epoch  12 Batch   16/269 - Train Accuracy:  0.806, Validation Accuracy:  0.810, Loss:  0.124
Epoch  12 Batch   17/269 - Train Accuracy:  0.804, Validation Accuracy:  0.805, Loss:  0.118
Epoch  12 Batch   18/269 - Train Accuracy:  0.798, Validation Accuracy:  0.802, Loss:  0.126
Epoch  12 Batch   19/269 - Train Accuracy:  0.822, Validation Accuracy:  0.807, Loss:  0.110
Epoch  12 Batch   20/269 - Train Accuracy:  0.807, Validation Accuracy:  0.811, Loss:  0.124
Epoch  12 Batch   21/269 - Train Accuracy:  0.796, Validation Accuracy:  0.812, Loss:  0.130
Epoch  12 Batch   22/269 - Train Accuracy:  0.808, Validation Accuracy:  0.815, Loss:  0.119
Epoch  12 Batch   23/269 - Train Accuracy:  0.799, Validation Accuracy:  0.811, Loss:  0.120
Epoch  12 Batch   24/269 - Train Accuracy:  0.810, Validation Accuracy:  0.800, Loss:  0.126
Epoch  12 Batch   25/269 - Train Accuracy:  0.785, Validation Accuracy:  0.795, Loss:  0.129
Epoch  12 Batch   26/269 - Train Accuracy:  0.800, Validation Accuracy:  0.793, Loss:  0.120
Epoch  12 Batch   27/269 - Train Accuracy:  0.795, Validation Accuracy:  0.786, Loss:  0.125
Epoch  12 Batch   28/269 - Train Accuracy:  0.780, Validation Accuracy:  0.792, Loss:  0.140
Epoch  12 Batch   29/269 - Train Accuracy:  0.790, Validation Accuracy:  0.803, Loss:  0.132
Epoch  12 Batch   30/269 - Train Accuracy:  0.797, Validation Accuracy:  0.809, Loss:  0.127
Epoch  12 Batch   31/269 - Train Accuracy:  0.824, Validation Accuracy:  0.809, Loss:  0.114
Epoch  12 Batch   32/269 - Train Accuracy:  0.819, Validation Accuracy:  0.807, Loss:  0.109
Epoch  12 Batch   33/269 - Train Accuracy:  0.814, Validation Accuracy:  0.806, Loss:  0.122
Epoch  12 Batch   34/269 - Train Accuracy:  0.790, Validation Accuracy:  0.809, Loss:  0.123
Epoch  12 Batch   35/269 - Train Accuracy:  0.801, Validation Accuracy:  0.812, Loss:  0.137
Epoch  12 Batch   36/269 - Train Accuracy:  0.817, Validation Accuracy:  0.812, Loss:  0.125
Epoch  12 Batch   37/269 - Train Accuracy:  0.804, Validation Accuracy:  0.810, Loss:  0.119
Epoch  12 Batch   38/269 - Train Accuracy:  0.793, Validation Accuracy:  0.808, Loss:  0.117
Epoch  12 Batch   39/269 - Train Accuracy:  0.817, Validation Accuracy:  0.805, Loss:  0.122
Epoch  12 Batch   40/269 - Train Accuracy:  0.781, Validation Accuracy:  0.802, Loss:  0.132
Epoch  12 Batch   41/269 - Train Accuracy:  0.807, Validation Accuracy:  0.801, Loss:  0.126
Epoch  12 Batch   42/269 - Train Accuracy:  0.800, Validation Accuracy:  0.805, Loss:  0.119
Epoch  12 Batch   43/269 - Train Accuracy:  0.810, Validation Accuracy:  0.810, Loss:  0.125
Epoch  12 Batch   44/269 - Train Accuracy:  0.814, Validation Accuracy:  0.814, Loss:  0.119
Epoch  12 Batch   45/269 - Train Accuracy:  0.802, Validation Accuracy:  0.814, Loss:  0.126
Epoch  12 Batch   46/269 - Train Accuracy:  0.801, Validation Accuracy:  0.813, Loss:  0.124
Epoch  12 Batch   47/269 - Train Accuracy:  0.834, Validation Accuracy:  0.810, Loss:  0.108
Epoch  12 Batch   48/269 - Train Accuracy:  0.825, Validation Accuracy:  0.809, Loss:  0.116
Epoch  12 Batch   49/269 - Train Accuracy:  0.800, Validation Accuracy:  0.804, Loss:  0.123
Epoch  12 Batch   50/269 - Train Accuracy:  0.788, Validation Accuracy:  0.807, Loss:  0.131
Epoch  12 Batch   51/269 - Train Accuracy:  0.802, Validation Accuracy:  0.805, Loss:  0.125
Epoch  12 Batch   52/269 - Train Accuracy:  0.805, Validation Accuracy:  0.806, Loss:  0.117
Epoch  12 Batch   53/269 - Train Accuracy:  0.804, Validation Accuracy:  0.807, Loss:  0.127
Epoch  12 Batch   54/269 - Train Accuracy:  0.811, Validation Accuracy:  0.812, Loss:  0.115
Epoch  12 Batch   55/269 - Train Accuracy:  0.796, Validation Accuracy:  0.816, Loss:  0.125
Epoch  12 Batch   56/269 - Train Accuracy:  0.814, Validation Accuracy:  0.811, Loss:  0.119
Epoch  12 Batch   57/269 - Train Accuracy:  0.805, Validation Accuracy:  0.801, Loss:  0.124
Epoch  12 Batch   58/269 - Train Accuracy:  0.800, Validation Accuracy:  0.791, Loss:  0.114
Epoch  12 Batch   59/269 - Train Accuracy:  0.831, Validation Accuracy:  0.793, Loss:  0.112
Epoch  12 Batch   60/269 - Train Accuracy:  0.801, Validation Accuracy:  0.794, Loss:  0.122
Epoch  12 Batch   61/269 - Train Accuracy:  0.813, Validation Accuracy:  0.797, Loss:  0.112
Epoch  12 Batch   62/269 - Train Accuracy:  0.809, Validation Accuracy:  0.800, Loss:  0.117
Epoch  12 Batch   63/269 - Train Accuracy:  0.800, Validation Accuracy:  0.800, Loss:  0.123
Epoch  12 Batch   64/269 - Train Accuracy:  0.797, Validation Accuracy:  0.807, Loss:  0.117
Epoch  12 Batch   65/269 - Train Accuracy:  0.806, Validation Accuracy:  0.808, Loss:  0.122
Epoch  12 Batch   66/269 - Train Accuracy:  0.802, Validation Accuracy:  0.808, Loss:  0.120
Epoch  12 Batch   67/269 - Train Accuracy:  0.793, Validation Accuracy:  0.807, Loss:  0.126
Epoch  12 Batch   68/269 - Train Accuracy:  0.777, Validation Accuracy:  0.792, Loss:  0.129
Epoch  12 Batch   69/269 - Train Accuracy:  0.773, Validation Accuracy:  0.790, Loss:  0.135
Epoch  12 Batch   70/269 - Train Accuracy:  0.826, Validation Accuracy:  0.807, Loss:  0.117
Epoch  12 Batch   71/269 - Train Accuracy:  0.807, Validation Accuracy:  0.807, Loss:  0.127
Epoch  12 Batch   72/269 - Train Accuracy:  0.812, Validation Accuracy:  0.809, Loss:  0.120
Epoch  12 Batch   73/269 - Train Accuracy:  0.809, Validation Accuracy:  0.813, Loss:  0.120
Epoch  12 Batch   74/269 - Train Accuracy:  0.819, Validation Accuracy:  0.803, Loss:  0.118
Epoch  12 Batch   75/269 - Train Accuracy:  0.798, Validation Accuracy:  0.795, Loss:  0.122
Epoch  12 Batch   76/269 - Train Accuracy:  0.777, Validation Accuracy:  0.789, Loss:  0.127
Epoch  12 Batch   77/269 - Train Accuracy:  0.795, Validation Accuracy:  0.789, Loss:  0.122
Epoch  12 Batch   78/269 - Train Accuracy:  0.802, Validation Accuracy:  0.791, Loss:  0.120
Epoch  12 Batch   79/269 - Train Accuracy:  0.795, Validation Accuracy:  0.796, Loss:  0.126
Epoch  12 Batch   80/269 - Train Accuracy:  0.799, Validation Accuracy:  0.809, Loss:  0.122
Epoch  12 Batch   81/269 - Train Accuracy:  0.810, Validation Accuracy:  0.806, Loss:  0.124
Epoch  12 Batch   82/269 - Train Accuracy:  0.824, Validation Accuracy:  0.808, Loss:  0.108
Epoch  12 Batch   83/269 - Train Accuracy:  0.798, Validation Accuracy:  0.803, Loss:  0.132
Epoch  12 Batch   84/269 - Train Accuracy:  0.807, Validation Accuracy:  0.801, Loss:  0.116
Epoch  12 Batch   85/269 - Train Accuracy:  0.811, Validation Accuracy:  0.801, Loss:  0.121
Epoch  12 Batch   86/269 - Train Accuracy:  0.799, Validation Accuracy:  0.789, Loss:  0.115
Epoch  12 Batch   87/269 - Train Accuracy:  0.801, Validation Accuracy:  0.793, Loss:  0.127
Epoch  12 Batch   88/269 - Train Accuracy:  0.803, Validation Accuracy:  0.806, Loss:  0.114
Epoch  12 Batch   89/269 - Train Accuracy:  0.824, Validation Accuracy:  0.803, Loss:  0.116
Epoch  12 Batch   90/269 - Train Accuracy:  0.789, Validation Accuracy:  0.812, Loss:  0.132
Epoch  12 Batch   91/269 - Train Accuracy:  0.800, Validation Accuracy:  0.812, Loss:  0.115
Epoch  12 Batch   92/269 - Train Accuracy:  0.812, Validation Accuracy:  0.801, Loss:  0.121
Epoch  12 Batch   93/269 - Train Accuracy:  0.812, Validation Accuracy:  0.794, Loss:  0.113
Epoch  12 Batch   94/269 - Train Accuracy:  0.787, Validation Accuracy:  0.783, Loss:  0.126
Epoch  12 Batch   95/269 - Train Accuracy:  0.790, Validation Accuracy:  0.783, Loss:  0.121
Epoch  12 Batch   96/269 - Train Accuracy:  0.789, Validation Accuracy:  0.790, Loss:  0.125
Epoch  12 Batch   97/269 - Train Accuracy:  0.805, Validation Accuracy:  0.795, Loss:  0.120
Epoch  12 Batch   98/269 - Train Accuracy:  0.798, Validation Accuracy:  0.803, Loss:  0.119
Epoch  12 Batch   99/269 - Train Accuracy:  0.800, Validation Accuracy:  0.807, Loss:  0.121
Epoch  12 Batch  100/269 - Train Accuracy:  0.828, Validation Accuracy:  0.809, Loss:  0.117
Epoch  12 Batch  101/269 - Train Accuracy:  0.772, Validation Accuracy:  0.798, Loss:  0.129
Epoch  12 Batch  102/269 - Train Accuracy:  0.791, Validation Accuracy:  0.796, Loss:  0.122
Epoch  12 Batch  103/269 - Train Accuracy:  0.794, Validation Accuracy:  0.794, Loss:  0.121
Epoch  12 Batch  104/269 - Train Accuracy:  0.809, Validation Accuracy:  0.793, Loss:  0.118
Epoch  12 Batch  105/269 - Train Accuracy:  0.791, Validation Accuracy:  0.801, Loss:  0.124
Epoch  12 Batch  106/269 - Train Accuracy:  0.799, Validation Accuracy:  0.808, Loss:  0.119
Epoch  12 Batch  107/269 - Train Accuracy:  0.800, Validation Accuracy:  0.811, Loss:  0.120
Epoch  12 Batch  108/269 - Train Accuracy:  0.803, Validation Accuracy:  0.818, Loss:  0.122
Epoch  12 Batch  109/269 - Train Accuracy:  0.777, Validation Accuracy:  0.814, Loss:  0.128
Epoch  12 Batch  110/269 - Train Accuracy:  0.794, Validation Accuracy:  0.806, Loss:  0.114
Epoch  12 Batch  111/269 - Train Accuracy:  0.789, Validation Accuracy:  0.804, Loss:  0.122
Epoch  12 Batch  112/269 - Train Accuracy:  0.799, Validation Accuracy:  0.802, Loss:  0.117
Epoch  12 Batch  113/269 - Train Accuracy:  0.789, Validation Accuracy:  0.804, Loss:  0.118
Epoch  12 Batch  114/269 - Train Accuracy:  0.790, Validation Accuracy:  0.812, Loss:  0.120
Epoch  12 Batch  115/269 - Train Accuracy:  0.797, Validation Accuracy:  0.811, Loss:  0.125
Epoch  12 Batch  116/269 - Train Accuracy:  0.814, Validation Accuracy:  0.812, Loss:  0.117
Epoch  12 Batch  117/269 - Train Accuracy:  0.799, Validation Accuracy:  0.811, Loss:  0.121
Epoch  12 Batch  118/269 - Train Accuracy:  0.818, Validation Accuracy:  0.812, Loss:  0.112
Epoch  12 Batch  119/269 - Train Accuracy:  0.800, Validation Accuracy:  0.812, Loss:  0.117
Epoch  12 Batch  120/269 - Train Accuracy:  0.790, Validation Accuracy:  0.813, Loss:  0.129
Epoch  12 Batch  121/269 - Train Accuracy:  0.793, Validation Accuracy:  0.813, Loss:  0.116
Epoch  12 Batch  122/269 - Train Accuracy:  0.812, Validation Accuracy:  0.809, Loss:  0.116
Epoch  12 Batch  123/269 - Train Accuracy:  0.799, Validation Accuracy:  0.797, Loss:  0.123
Epoch  12 Batch  124/269 - Train Accuracy:  0.791, Validation Accuracy:  0.795, Loss:  0.115
Epoch  12 Batch  125/269 - Train Accuracy:  0.795, Validation Accuracy:  0.794, Loss:  0.120
Epoch  12 Batch  126/269 - Train Accuracy:  0.803, Validation Accuracy:  0.800, Loss:  0.118
Epoch  12 Batch  127/269 - Train Accuracy:  0.805, Validation Accuracy:  0.799, Loss:  0.118
Epoch  12 Batch  128/269 - Train Accuracy:  0.807, Validation Accuracy:  0.796, Loss:  0.119
Epoch  12 Batch  129/269 - Train Accuracy:  0.798, Validation Accuracy:  0.798, Loss:  0.118
Epoch  12 Batch  130/269 - Train Accuracy:  0.791, Validation Accuracy:  0.799, Loss:  0.122
Epoch  12 Batch  131/269 - Train Accuracy:  0.785, Validation Accuracy:  0.803, Loss:  0.123
Epoch  12 Batch  132/269 - Train Accuracy:  0.790, Validation Accuracy:  0.802, Loss:  0.125
Epoch  12 Batch  133/269 - Train Accuracy:  0.816, Validation Accuracy:  0.807, Loss:  0.116
Epoch  12 Batch  134/269 - Train Accuracy:  0.797, Validation Accuracy:  0.802, Loss:  0.120
Epoch  12 Batch  135/269 - Train Accuracy:  0.788, Validation Accuracy:  0.810, Loss:  0.124
Epoch  12 Batch  136/269 - Train Accuracy:  0.795, Validation Accuracy:  0.811, Loss:  0.126
Epoch  12 Batch  137/269 - Train Accuracy:  0.799, Validation Accuracy:  0.807, Loss:  0.124
Epoch  12 Batch  138/269 - Train Accuracy:  0.792, Validation Accuracy:  0.804, Loss:  0.129
Epoch  12 Batch  139/269 - Train Accuracy:  0.820, Validation Accuracy:  0.806, Loss:  0.110
Epoch  12 Batch  140/269 - Train Accuracy:  0.821, Validation Accuracy:  0.804, Loss:  0.119
Epoch  12 Batch  141/269 - Train Accuracy:  0.805, Validation Accuracy:  0.799, Loss:  0.120
Epoch  12 Batch  142/269 - Train Accuracy:  0.820, Validation Accuracy:  0.795, Loss:  0.115
Epoch  12 Batch  143/269 - Train Accuracy:  0.823, Validation Accuracy:  0.799, Loss:  0.113
Epoch  12 Batch  144/269 - Train Accuracy:  0.811, Validation Accuracy:  0.805, Loss:  0.108
Epoch  12 Batch  145/269 - Train Accuracy:  0.802, Validation Accuracy:  0.797, Loss:  0.116
Epoch  12 Batch  146/269 - Train Accuracy:  0.823, Validation Accuracy:  0.794, Loss:  0.110
Epoch  12 Batch  147/269 - Train Accuracy:  0.815, Validation Accuracy:  0.791, Loss:  0.114
Epoch  12 Batch  148/269 - Train Accuracy:  0.810, Validation Accuracy:  0.795, Loss:  0.119
Epoch  12 Batch  149/269 - Train Accuracy:  0.801, Validation Accuracy:  0.803, Loss:  0.123
Epoch  12 Batch  150/269 - Train Accuracy:  0.810, Validation Accuracy:  0.806, Loss:  0.121
Epoch  12 Batch  151/269 - Train Accuracy:  0.834, Validation Accuracy:  0.811, Loss:  0.115
Epoch  12 Batch  152/269 - Train Accuracy:  0.814, Validation Accuracy:  0.811, Loss:  0.114
Epoch  12 Batch  153/269 - Train Accuracy:  0.814, Validation Accuracy:  0.808, Loss:  0.113
Epoch  12 Batch  154/269 - Train Accuracy:  0.819, Validation Accuracy:  0.810, Loss:  0.117
Epoch  12 Batch  155/269 - Train Accuracy:  0.812, Validation Accuracy:  0.811, Loss:  0.111
Epoch  12 Batch  156/269 - Train Accuracy:  0.798, Validation Accuracy:  0.808, Loss:  0.123
Epoch  12 Batch  157/269 - Train Accuracy:  0.809, Validation Accuracy:  0.807, Loss:  0.114
Epoch  12 Batch  158/269 - Train Accuracy:  0.792, Validation Accuracy:  0.804, Loss:  0.117
Epoch  12 Batch  159/269 - Train Accuracy:  0.799, Validation Accuracy:  0.808, Loss:  0.116
Epoch  12 Batch  160/269 - Train Accuracy:  0.806, Validation Accuracy:  0.804, Loss:  0.108
Epoch  12 Batch  161/269 - Train Accuracy:  0.809, Validation Accuracy:  0.798, Loss:  0.111
Epoch  12 Batch  162/269 - Train Accuracy:  0.810, Validation Accuracy:  0.811, Loss:  0.119
Epoch  12 Batch  163/269 - Train Accuracy:  0.831, Validation Accuracy:  0.824, Loss:  0.116
Epoch  12 Batch  164/269 - Train Accuracy:  0.812, Validation Accuracy:  0.824, Loss:  0.113
Epoch  12 Batch  165/269 - Train Accuracy:  0.800, Validation Accuracy:  0.824, Loss:  0.120
Epoch  12 Batch  166/269 - Train Accuracy:  0.810, Validation Accuracy:  0.815, Loss:  0.111
Epoch  12 Batch  167/269 - Train Accuracy:  0.812, Validation Accuracy:  0.801, Loss:  0.111
Epoch  12 Batch  168/269 - Train Accuracy:  0.809, Validation Accuracy:  0.801, Loss:  0.117
Epoch  12 Batch  169/269 - Train Accuracy:  0.792, Validation Accuracy:  0.807, Loss:  0.116
Epoch  12 Batch  170/269 - Train Accuracy:  0.811, Validation Accuracy:  0.816, Loss:  0.111
Epoch  12 Batch  171/269 - Train Accuracy:  0.795, Validation Accuracy:  0.812, Loss:  0.122
Epoch  12 Batch  172/269 - Train Accuracy:  0.800, Validation Accuracy:  0.811, Loss:  0.118
Epoch  12 Batch  173/269 - Train Accuracy:  0.803, Validation Accuracy:  0.818, Loss:  0.109
Epoch  12 Batch  174/269 - Train Accuracy:  0.813, Validation Accuracy:  0.815, Loss:  0.115
Epoch  12 Batch  175/269 - Train Accuracy:  0.799, Validation Accuracy:  0.812, Loss:  0.122
Epoch  12 Batch  176/269 - Train Accuracy:  0.795, Validation Accuracy:  0.813, Loss:  0.122
Epoch  12 Batch  177/269 - Train Accuracy:  0.813, Validation Accuracy:  0.812, Loss:  0.105
Epoch  12 Batch  178/269 - Train Accuracy:  0.808, Validation Accuracy:  0.812, Loss:  0.110
Epoch  12 Batch  179/269 - Train Accuracy:  0.811, Validation Accuracy:  0.813, Loss:  0.113
Epoch  12 Batch  180/269 - Train Accuracy:  0.810, Validation Accuracy:  0.818, Loss:  0.114
Epoch  12 Batch  181/269 - Train Accuracy:  0.801, Validation Accuracy:  0.821, Loss:  0.117
Epoch  12 Batch  182/269 - Train Accuracy:  0.822, Validation Accuracy:  0.821, Loss:  0.118
Epoch  12 Batch  183/269 - Train Accuracy:  0.833, Validation Accuracy:  0.814, Loss:  0.100
Epoch  12 Batch  184/269 - Train Accuracy:  0.802, Validation Accuracy:  0.810, Loss:  0.122
Epoch  12 Batch  185/269 - Train Accuracy:  0.822, Validation Accuracy:  0.809, Loss:  0.113
Epoch  12 Batch  186/269 - Train Accuracy:  0.820, Validation Accuracy:  0.812, Loss:  0.112
Epoch  12 Batch  187/269 - Train Accuracy:  0.814, Validation Accuracy:  0.816, Loss:  0.116
Epoch  12 Batch  188/269 - Train Accuracy:  0.822, Validation Accuracy:  0.821, Loss:  0.112
Epoch  12 Batch  189/269 - Train Accuracy:  0.805, Validation Accuracy:  0.816, Loss:  0.111
Epoch  12 Batch  190/269 - Train Accuracy:  0.812, Validation Accuracy:  0.815, Loss:  0.114
Epoch  12 Batch  191/269 - Train Accuracy:  0.818, Validation Accuracy:  0.815, Loss:  0.112
Epoch  12 Batch  192/269 - Train Accuracy:  0.811, Validation Accuracy:  0.809, Loss:  0.106
Epoch  12 Batch  193/269 - Train Accuracy:  0.812, Validation Accuracy:  0.817, Loss:  0.112
Epoch  12 Batch  194/269 - Train Accuracy:  0.825, Validation Accuracy:  0.822, Loss:  0.115
Epoch  12 Batch  195/269 - Train Accuracy:  0.807, Validation Accuracy:  0.824, Loss:  0.113
Epoch  12 Batch  196/269 - Train Accuracy:  0.792, Validation Accuracy:  0.824, Loss:  0.119
Epoch  12 Batch  197/269 - Train Accuracy:  0.782, Validation Accuracy:  0.810, Loss:  0.119
Epoch  12 Batch  198/269 - Train Accuracy:  0.786, Validation Accuracy:  0.805, Loss:  0.116
Epoch  12 Batch  199/269 - Train Accuracy:  0.797, Validation Accuracy:  0.795, Loss:  0.114
Epoch  12 Batch  200/269 - Train Accuracy:  0.813, Validation Accuracy:  0.806, Loss:  0.115
Epoch  12 Batch  201/269 - Train Accuracy:  0.794, Validation Accuracy:  0.805, Loss:  0.111
Epoch  12 Batch  202/269 - Train Accuracy:  0.806, Validation Accuracy:  0.811, Loss:  0.114
Epoch  12 Batch  203/269 - Train Accuracy:  0.811, Validation Accuracy:  0.818, Loss:  0.121
Epoch  12 Batch  204/269 - Train Accuracy:  0.808, Validation Accuracy:  0.820, Loss:  0.119
Epoch  12 Batch  205/269 - Train Accuracy:  0.789, Validation Accuracy:  0.811, Loss:  0.108
Epoch  12 Batch  206/269 - Train Accuracy:  0.809, Validation Accuracy:  0.810, Loss:  0.118
Epoch  12 Batch  207/269 - Train Accuracy:  0.807, Validation Accuracy:  0.811, Loss:  0.110
Epoch  12 Batch  208/269 - Train Accuracy:  0.814, Validation Accuracy:  0.813, Loss:  0.114
Epoch  12 Batch  209/269 - Train Accuracy:  0.821, Validation Accuracy:  0.808, Loss:  0.108
Epoch  12 Batch  210/269 - Train Accuracy:  0.816, Validation Accuracy:  0.810, Loss:  0.109
Epoch  12 Batch  211/269 - Train Accuracy:  0.799, Validation Accuracy:  0.809, Loss:  0.120
Epoch  12 Batch  212/269 - Train Accuracy:  0.802, Validation Accuracy:  0.807, Loss:  0.116
Epoch  12 Batch  213/269 - Train Accuracy:  0.788, Validation Accuracy:  0.804, Loss:  0.117
Epoch  12 Batch  214/269 - Train Accuracy:  0.821, Validation Accuracy:  0.806, Loss:  0.112
Epoch  12 Batch  215/269 - Train Accuracy:  0.818, Validation Accuracy:  0.811, Loss:  0.108
Epoch  12 Batch  216/269 - Train Accuracy:  0.802, Validation Accuracy:  0.810, Loss:  0.124
Epoch  12 Batch  217/269 - Train Accuracy:  0.784, Validation Accuracy:  0.812, Loss:  0.117
Epoch  12 Batch  218/269 - Train Accuracy:  0.811, Validation Accuracy:  0.816, Loss:  0.111
Epoch  12 Batch  219/269 - Train Accuracy:  0.822, Validation Accuracy:  0.814, Loss:  0.114
Epoch  12 Batch  220/269 - Train Accuracy:  0.804, Validation Accuracy:  0.811, Loss:  0.106
Epoch  12 Batch  221/269 - Train Accuracy:  0.810, Validation Accuracy:  0.803, Loss:  0.112
Epoch  12 Batch  222/269 - Train Accuracy:  0.817, Validation Accuracy:  0.803, Loss:  0.110
Epoch  12 Batch  223/269 - Train Accuracy:  0.810, Validation Accuracy:  0.806, Loss:  0.110
Epoch  12 Batch  224/269 - Train Accuracy:  0.809, Validation Accuracy:  0.810, Loss:  0.118
Epoch  12 Batch  225/269 - Train Accuracy:  0.814, Validation Accuracy:  0.809, Loss:  0.114
Epoch  12 Batch  226/269 - Train Accuracy:  0.792, Validation Accuracy:  0.807, Loss:  0.116
Epoch  12 Batch  227/269 - Train Accuracy:  0.829, Validation Accuracy:  0.806, Loss:  0.102
Epoch  12 Batch  228/269 - Train Accuracy:  0.799, Validation Accuracy:  0.798, Loss:  0.113
Epoch  12 Batch  229/269 - Train Accuracy:  0.806, Validation Accuracy:  0.801, Loss:  0.109
Epoch  12 Batch  230/269 - Train Accuracy:  0.782, Validation Accuracy:  0.805, Loss:  0.115
Epoch  12 Batch  231/269 - Train Accuracy:  0.786, Validation Accuracy:  0.808, Loss:  0.121
Epoch  12 Batch  232/269 - Train Accuracy:  0.779, Validation Accuracy:  0.822, Loss:  0.122
Epoch  12 Batch  233/269 - Train Accuracy:  0.819, Validation Accuracy:  0.825, Loss:  0.115
Epoch  12 Batch  234/269 - Train Accuracy:  0.813, Validation Accuracy:  0.829, Loss:  0.114
Epoch  12 Batch  235/269 - Train Accuracy:  0.842, Validation Accuracy:  0.818, Loss:  0.102
Epoch  12 Batch  236/269 - Train Accuracy:  0.799, Validation Accuracy:  0.809, Loss:  0.109
Epoch  12 Batch  237/269 - Train Accuracy:  0.810, Validation Accuracy:  0.802, Loss:  0.112
Epoch  12 Batch  238/269 - Train Accuracy:  0.800, Validation Accuracy:  0.800, Loss:  0.106
Epoch  12 Batch  239/269 - Train Accuracy:  0.813, Validation Accuracy:  0.806, Loss:  0.108
Epoch  12 Batch  240/269 - Train Accuracy:  0.826, Validation Accuracy:  0.807, Loss:  0.100
Epoch  12 Batch  241/269 - Train Accuracy:  0.805, Validation Accuracy:  0.802, Loss:  0.110
Epoch  12 Batch  242/269 - Train Accuracy:  0.808, Validation Accuracy:  0.807, Loss:  0.110
Epoch  12 Batch  243/269 - Train Accuracy:  0.821, Validation Accuracy:  0.817, Loss:  0.105
Epoch  12 Batch  244/269 - Train Accuracy:  0.795, Validation Accuracy:  0.818, Loss:  0.119
Epoch  12 Batch  245/269 - Train Accuracy:  0.801, Validation Accuracy:  0.823, Loss:  0.117
Epoch  12 Batch  246/269 - Train Accuracy:  0.796, Validation Accuracy:  0.822, Loss:  0.112
Epoch  12 Batch  247/269 - Train Accuracy:  0.808, Validation Accuracy:  0.813, Loss:  0.112
Epoch  12 Batch  248/269 - Train Accuracy:  0.812, Validation Accuracy:  0.813, Loss:  0.109
Epoch  12 Batch  249/269 - Train Accuracy:  0.823, Validation Accuracy:  0.816, Loss:  0.103
Epoch  12 Batch  250/269 - Train Accuracy:  0.800, Validation Accuracy:  0.814, Loss:  0.112
Epoch  12 Batch  251/269 - Train Accuracy:  0.825, Validation Accuracy:  0.811, Loss:  0.106
Epoch  12 Batch  252/269 - Train Accuracy:  0.809, Validation Accuracy:  0.816, Loss:  0.113
Epoch  12 Batch  253/269 - Train Accuracy:  0.799, Validation Accuracy:  0.816, Loss:  0.116
Epoch  12 Batch  254/269 - Train Accuracy:  0.805, Validation Accuracy:  0.817, Loss:  0.115
Epoch  12 Batch  255/269 - Train Accuracy:  0.837, Validation Accuracy:  0.809, Loss:  0.100
Epoch  12 Batch  256/269 - Train Accuracy:  0.790, Validation Accuracy:  0.809, Loss:  0.122
Epoch  12 Batch  257/269 - Train Accuracy:  0.786, Validation Accuracy:  0.805, Loss:  0.119
Epoch  12 Batch  258/269 - Train Accuracy:  0.807, Validation Accuracy:  0.808, Loss:  0.116
Epoch  12 Batch  259/269 - Train Accuracy:  0.824, Validation Accuracy:  0.804, Loss:  0.107
Epoch  12 Batch  260/269 - Train Accuracy:  0.805, Validation Accuracy:  0.810, Loss:  0.128
Epoch  12 Batch  261/269 - Train Accuracy:  0.800, Validation Accuracy:  0.815, Loss:  0.120
Epoch  12 Batch  262/269 - Train Accuracy:  0.812, Validation Accuracy:  0.818, Loss:  0.116
Epoch  12 Batch  263/269 - Train Accuracy:  0.808, Validation Accuracy:  0.816, Loss:  0.115
Epoch  12 Batch  264/269 - Train Accuracy:  0.812, Validation Accuracy:  0.819, Loss:  0.118
Epoch  12 Batch  265/269 - Train Accuracy:  0.790, Validation Accuracy:  0.812, Loss:  0.126
Epoch  12 Batch  266/269 - Train Accuracy:  0.821, Validation Accuracy:  0.803, Loss:  0.107
Epoch  12 Batch  267/269 - Train Accuracy:  0.817, Validation Accuracy:  0.800, Loss:  0.122
Epoch  13 Batch    0/269 - Train Accuracy:  0.806, Validation Accuracy:  0.805, Loss:  0.116
Epoch  13 Batch    1/269 - Train Accuracy:  0.812, Validation Accuracy:  0.804, Loss:  0.112
Epoch  13 Batch    2/269 - Train Accuracy:  0.787, Validation Accuracy:  0.789, Loss:  0.112
Epoch  13 Batch    3/269 - Train Accuracy:  0.805, Validation Accuracy:  0.787, Loss:  0.112
Epoch  13 Batch    4/269 - Train Accuracy:  0.776, Validation Accuracy:  0.783, Loss:  0.122
Epoch  13 Batch    5/269 - Train Accuracy:  0.780, Validation Accuracy:  0.788, Loss:  0.119
Epoch  13 Batch    6/269 - Train Accuracy:  0.806, Validation Accuracy:  0.798, Loss:  0.112
Epoch  13 Batch    7/269 - Train Accuracy:  0.811, Validation Accuracy:  0.805, Loss:  0.111
Epoch  13 Batch    8/269 - Train Accuracy:  0.811, Validation Accuracy:  0.817, Loss:  0.121
Epoch  13 Batch    9/269 - Train Accuracy:  0.799, Validation Accuracy:  0.826, Loss:  0.119
Epoch  13 Batch   10/269 - Train Accuracy:  0.808, Validation Accuracy:  0.821, Loss:  0.117
Epoch  13 Batch   11/269 - Train Accuracy:  0.797, Validation Accuracy:  0.810, Loss:  0.119
Epoch  13 Batch   12/269 - Train Accuracy:  0.802, Validation Accuracy:  0.802, Loss:  0.119
Epoch  13 Batch   13/269 - Train Accuracy:  0.817, Validation Accuracy:  0.802, Loss:  0.103
Epoch  13 Batch   14/269 - Train Accuracy:  0.779, Validation Accuracy:  0.801, Loss:  0.116
Epoch  13 Batch   15/269 - Train Accuracy:  0.803, Validation Accuracy:  0.806, Loss:  0.115
Epoch  13 Batch   16/269 - Train Accuracy:  0.806, Validation Accuracy:  0.810, Loss:  0.113
Epoch  13 Batch   17/269 - Train Accuracy:  0.803, Validation Accuracy:  0.813, Loss:  0.109
Epoch  13 Batch   18/269 - Train Accuracy:  0.814, Validation Accuracy:  0.813, Loss:  0.115
Epoch  13 Batch   19/269 - Train Accuracy:  0.828, Validation Accuracy:  0.821, Loss:  0.101
Epoch  13 Batch   20/269 - Train Accuracy:  0.813, Validation Accuracy:  0.821, Loss:  0.114
Epoch  13 Batch   21/269 - Train Accuracy:  0.799, Validation Accuracy:  0.820, Loss:  0.120
Epoch  13 Batch   22/269 - Train Accuracy:  0.804, Validation Accuracy:  0.821, Loss:  0.109
Epoch  13 Batch   23/269 - Train Accuracy:  0.809, Validation Accuracy:  0.818, Loss:  0.110
Epoch  13 Batch   24/269 - Train Accuracy:  0.810, Validation Accuracy:  0.812, Loss:  0.118
Epoch  13 Batch   25/269 - Train Accuracy:  0.785, Validation Accuracy:  0.802, Loss:  0.117
Epoch  13 Batch   26/269 - Train Accuracy:  0.803, Validation Accuracy:  0.799, Loss:  0.105
Epoch  13 Batch   27/269 - Train Accuracy:  0.800, Validation Accuracy:  0.795, Loss:  0.108
Epoch  13 Batch   28/269 - Train Accuracy:  0.779, Validation Accuracy:  0.798, Loss:  0.124
Epoch  13 Batch   29/269 - Train Accuracy:  0.799, Validation Accuracy:  0.808, Loss:  0.117
Epoch  13 Batch   30/269 - Train Accuracy:  0.802, Validation Accuracy:  0.815, Loss:  0.115
Epoch  13 Batch   31/269 - Train Accuracy:  0.823, Validation Accuracy:  0.817, Loss:  0.102
Epoch  13 Batch   32/269 - Train Accuracy:  0.824, Validation Accuracy:  0.824, Loss:  0.100
Epoch  13 Batch   33/269 - Train Accuracy:  0.814, Validation Accuracy:  0.815, Loss:  0.106
Epoch  13 Batch   34/269 - Train Accuracy:  0.801, Validation Accuracy:  0.810, Loss:  0.111
Epoch  13 Batch   35/269 - Train Accuracy:  0.814, Validation Accuracy:  0.809, Loss:  0.123
Epoch  13 Batch   36/269 - Train Accuracy:  0.818, Validation Accuracy:  0.816, Loss:  0.109
Epoch  13 Batch   37/269 - Train Accuracy:  0.813, Validation Accuracy:  0.819, Loss:  0.107
Epoch  13 Batch   38/269 - Train Accuracy:  0.815, Validation Accuracy:  0.819, Loss:  0.105
Epoch  13 Batch   39/269 - Train Accuracy:  0.823, Validation Accuracy:  0.818, Loss:  0.111
Epoch  13 Batch   40/269 - Train Accuracy:  0.797, Validation Accuracy:  0.818, Loss:  0.114
Epoch  13 Batch   41/269 - Train Accuracy:  0.797, Validation Accuracy:  0.812, Loss:  0.108
Epoch  13 Batch   42/269 - Train Accuracy:  0.811, Validation Accuracy:  0.814, Loss:  0.099
Epoch  13 Batch   43/269 - Train Accuracy:  0.819, Validation Accuracy:  0.814, Loss:  0.111
Epoch  13 Batch   44/269 - Train Accuracy:  0.824, Validation Accuracy:  0.813, Loss:  0.108
Epoch  13 Batch   45/269 - Train Accuracy:  0.804, Validation Accuracy:  0.824, Loss:  0.114
Epoch  13 Batch   46/269 - Train Accuracy:  0.808, Validation Accuracy:  0.827, Loss:  0.112
Epoch  13 Batch   47/269 - Train Accuracy:  0.837, Validation Accuracy:  0.824, Loss:  0.100
Epoch  13 Batch   48/269 - Train Accuracy:  0.834, Validation Accuracy:  0.825, Loss:  0.100
Epoch  13 Batch   49/269 - Train Accuracy:  0.806, Validation Accuracy:  0.818, Loss:  0.110
Epoch  13 Batch   50/269 - Train Accuracy:  0.797, Validation Accuracy:  0.819, Loss:  0.118
Epoch  13 Batch   51/269 - Train Accuracy:  0.807, Validation Accuracy:  0.811, Loss:  0.111
Epoch  13 Batch   52/269 - Train Accuracy:  0.801, Validation Accuracy:  0.817, Loss:  0.104
Epoch  13 Batch   53/269 - Train Accuracy:  0.817, Validation Accuracy:  0.822, Loss:  0.107
Epoch  13 Batch   54/269 - Train Accuracy:  0.823, Validation Accuracy:  0.815, Loss:  0.103
Epoch  13 Batch   55/269 - Train Accuracy:  0.806, Validation Accuracy:  0.812, Loss:  0.112
Epoch  13 Batch   56/269 - Train Accuracy:  0.815, Validation Accuracy:  0.812, Loss:  0.103
Epoch  13 Batch   57/269 - Train Accuracy:  0.810, Validation Accuracy:  0.815, Loss:  0.108
Epoch  13 Batch   58/269 - Train Accuracy:  0.812, Validation Accuracy:  0.813, Loss:  0.100
Epoch  13 Batch   59/269 - Train Accuracy:  0.832, Validation Accuracy:  0.803, Loss:  0.096
Epoch  13 Batch   60/269 - Train Accuracy:  0.810, Validation Accuracy:  0.794, Loss:  0.108
Epoch  13 Batch   61/269 - Train Accuracy:  0.825, Validation Accuracy:  0.801, Loss:  0.098
Epoch  13 Batch   62/269 - Train Accuracy:  0.820, Validation Accuracy:  0.809, Loss:  0.103
Epoch  13 Batch   63/269 - Train Accuracy:  0.821, Validation Accuracy:  0.805, Loss:  0.109
Epoch  13 Batch   64/269 - Train Accuracy:  0.798, Validation Accuracy:  0.812, Loss:  0.104
Epoch  13 Batch   65/269 - Train Accuracy:  0.811, Validation Accuracy:  0.813, Loss:  0.103
Epoch  13 Batch   66/269 - Train Accuracy:  0.810, Validation Accuracy:  0.818, Loss:  0.110
Epoch  13 Batch   67/269 - Train Accuracy:  0.797, Validation Accuracy:  0.804, Loss:  0.109
Epoch  13 Batch   68/269 - Train Accuracy:  0.790, Validation Accuracy:  0.803, Loss:  0.110
Epoch  13 Batch   69/269 - Train Accuracy:  0.781, Validation Accuracy:  0.800, Loss:  0.120
Epoch  13 Batch   70/269 - Train Accuracy:  0.839, Validation Accuracy:  0.800, Loss:  0.102
Epoch  13 Batch   71/269 - Train Accuracy:  0.812, Validation Accuracy:  0.816, Loss:  0.116
Epoch  13 Batch   72/269 - Train Accuracy:  0.815, Validation Accuracy:  0.817, Loss:  0.107
Epoch  13 Batch   73/269 - Train Accuracy:  0.819, Validation Accuracy:  0.822, Loss:  0.104
Epoch  13 Batch   74/269 - Train Accuracy:  0.829, Validation Accuracy:  0.813, Loss:  0.099
Epoch  13 Batch   75/269 - Train Accuracy:  0.805, Validation Accuracy:  0.807, Loss:  0.108
Epoch  13 Batch   76/269 - Train Accuracy:  0.787, Validation Accuracy:  0.797, Loss:  0.110
Epoch  13 Batch   77/269 - Train Accuracy:  0.802, Validation Accuracy:  0.800, Loss:  0.107
Epoch  13 Batch   78/269 - Train Accuracy:  0.811, Validation Accuracy:  0.810, Loss:  0.106
Epoch  13 Batch   79/269 - Train Accuracy:  0.812, Validation Accuracy:  0.821, Loss:  0.106
Epoch  13 Batch   80/269 - Train Accuracy:  0.815, Validation Accuracy:  0.821, Loss:  0.103
Epoch  13 Batch   81/269 - Train Accuracy:  0.811, Validation Accuracy:  0.820, Loss:  0.108
Epoch  13 Batch   82/269 - Train Accuracy:  0.826, Validation Accuracy:  0.818, Loss:  0.095
Epoch  13 Batch   83/269 - Train Accuracy:  0.794, Validation Accuracy:  0.806, Loss:  0.118
Epoch  13 Batch   84/269 - Train Accuracy:  0.809, Validation Accuracy:  0.803, Loss:  0.101
Epoch  13 Batch   85/269 - Train Accuracy:  0.828, Validation Accuracy:  0.799, Loss:  0.107
Epoch  13 Batch   86/269 - Train Accuracy:  0.807, Validation Accuracy:  0.801, Loss:  0.099
Epoch  13 Batch   87/269 - Train Accuracy:  0.810, Validation Accuracy:  0.813, Loss:  0.109
Epoch  13 Batch   88/269 - Train Accuracy:  0.818, Validation Accuracy:  0.817, Loss:  0.100
Epoch  13 Batch   89/269 - Train Accuracy:  0.824, Validation Accuracy:  0.819, Loss:  0.105
Epoch  13 Batch   90/269 - Train Accuracy:  0.803, Validation Accuracy:  0.816, Loss:  0.111
Epoch  13 Batch   91/269 - Train Accuracy:  0.811, Validation Accuracy:  0.813, Loss:  0.098
Epoch  13 Batch   92/269 - Train Accuracy:  0.820, Validation Accuracy:  0.802, Loss:  0.100
Epoch  13 Batch   93/269 - Train Accuracy:  0.812, Validation Accuracy:  0.797, Loss:  0.096
Epoch  13 Batch   94/269 - Train Accuracy:  0.795, Validation Accuracy:  0.798, Loss:  0.110
Epoch  13 Batch   95/269 - Train Accuracy:  0.810, Validation Accuracy:  0.794, Loss:  0.100
Epoch  13 Batch   96/269 - Train Accuracy:  0.805, Validation Accuracy:  0.801, Loss:  0.106
Epoch  13 Batch   97/269 - Train Accuracy:  0.802, Validation Accuracy:  0.810, Loss:  0.104
Epoch  13 Batch   98/269 - Train Accuracy:  0.806, Validation Accuracy:  0.816, Loss:  0.105
Epoch  13 Batch   99/269 - Train Accuracy:  0.809, Validation Accuracy:  0.816, Loss:  0.104
Epoch  13 Batch  100/269 - Train Accuracy:  0.843, Validation Accuracy:  0.817, Loss:  0.098
Epoch  13 Batch  101/269 - Train Accuracy:  0.786, Validation Accuracy:  0.807, Loss:  0.111
Epoch  13 Batch  102/269 - Train Accuracy:  0.798, Validation Accuracy:  0.804, Loss:  0.103
Epoch  13 Batch  103/269 - Train Accuracy:  0.801, Validation Accuracy:  0.794, Loss:  0.101
Epoch  13 Batch  104/269 - Train Accuracy:  0.809, Validation Accuracy:  0.793, Loss:  0.100
Epoch  13 Batch  105/269 - Train Accuracy:  0.797, Validation Accuracy:  0.792, Loss:  0.105
Epoch  13 Batch  106/269 - Train Accuracy:  0.816, Validation Accuracy:  0.810, Loss:  0.099
Epoch  13 Batch  107/269 - Train Accuracy:  0.802, Validation Accuracy:  0.814, Loss:  0.101
Epoch  13 Batch  108/269 - Train Accuracy:  0.807, Validation Accuracy:  0.824, Loss:  0.105
Epoch  13 Batch  109/269 - Train Accuracy:  0.787, Validation Accuracy:  0.824, Loss:  0.113
Epoch  13 Batch  110/269 - Train Accuracy:  0.801, Validation Accuracy:  0.817, Loss:  0.098
Epoch  13 Batch  111/269 - Train Accuracy:  0.804, Validation Accuracy:  0.807, Loss:  0.107
Epoch  13 Batch  112/269 - Train Accuracy:  0.801, Validation Accuracy:  0.799, Loss:  0.105
Epoch  13 Batch  113/269 - Train Accuracy:  0.809, Validation Accuracy:  0.796, Loss:  0.102
Epoch  13 Batch  114/269 - Train Accuracy:  0.805, Validation Accuracy:  0.814, Loss:  0.106
Epoch  13 Batch  115/269 - Train Accuracy:  0.801, Validation Accuracy:  0.823, Loss:  0.106
Epoch  13 Batch  116/269 - Train Accuracy:  0.825, Validation Accuracy:  0.825, Loss:  0.100
Epoch  13 Batch  117/269 - Train Accuracy:  0.804, Validation Accuracy:  0.826, Loss:  0.103
Epoch  13 Batch  118/269 - Train Accuracy:  0.825, Validation Accuracy:  0.825, Loss:  0.096
Epoch  13 Batch  119/269 - Train Accuracy:  0.820, Validation Accuracy:  0.823, Loss:  0.099
Epoch  13 Batch  120/269 - Train Accuracy:  0.803, Validation Accuracy:  0.819, Loss:  0.110
Epoch  13 Batch  121/269 - Train Accuracy:  0.801, Validation Accuracy:  0.817, Loss:  0.097
Epoch  13 Batch  122/269 - Train Accuracy:  0.820, Validation Accuracy:  0.817, Loss:  0.097
Epoch  13 Batch  123/269 - Train Accuracy:  0.807, Validation Accuracy:  0.808, Loss:  0.104
Epoch  13 Batch  124/269 - Train Accuracy:  0.803, Validation Accuracy:  0.805, Loss:  0.099
Epoch  13 Batch  125/269 - Train Accuracy:  0.809, Validation Accuracy:  0.805, Loss:  0.101
Epoch  13 Batch  126/269 - Train Accuracy:  0.816, Validation Accuracy:  0.807, Loss:  0.102
Epoch  13 Batch  127/269 - Train Accuracy:  0.812, Validation Accuracy:  0.811, Loss:  0.103
Epoch  13 Batch  128/269 - Train Accuracy:  0.814, Validation Accuracy:  0.810, Loss:  0.101
Epoch  13 Batch  129/269 - Train Accuracy:  0.815, Validation Accuracy:  0.810, Loss:  0.099
Epoch  13 Batch  130/269 - Train Accuracy:  0.806, Validation Accuracy:  0.813, Loss:  0.103
Epoch  13 Batch  131/269 - Train Accuracy:  0.790, Validation Accuracy:  0.814, Loss:  0.104
Epoch  13 Batch  132/269 - Train Accuracy:  0.799, Validation Accuracy:  0.815, Loss:  0.104
Epoch  13 Batch  133/269 - Train Accuracy:  0.816, Validation Accuracy:  0.820, Loss:  0.097
Epoch  13 Batch  134/269 - Train Accuracy:  0.803, Validation Accuracy:  0.823, Loss:  0.102
Epoch  13 Batch  135/269 - Train Accuracy:  0.802, Validation Accuracy:  0.822, Loss:  0.102
Epoch  13 Batch  136/269 - Train Accuracy:  0.804, Validation Accuracy:  0.812, Loss:  0.105
Epoch  13 Batch  137/269 - Train Accuracy:  0.810, Validation Accuracy:  0.806, Loss:  0.103
Epoch  13 Batch  138/269 - Train Accuracy:  0.805, Validation Accuracy:  0.799, Loss:  0.104
Epoch  13 Batch  139/269 - Train Accuracy:  0.828, Validation Accuracy:  0.804, Loss:  0.096
Epoch  13 Batch  140/269 - Train Accuracy:  0.833, Validation Accuracy:  0.809, Loss:  0.099
Epoch  13 Batch  141/269 - Train Accuracy:  0.813, Validation Accuracy:  0.807, Loss:  0.100
Epoch  13 Batch  142/269 - Train Accuracy:  0.830, Validation Accuracy:  0.801, Loss:  0.094
Epoch  13 Batch  143/269 - Train Accuracy:  0.827, Validation Accuracy:  0.809, Loss:  0.092
Epoch  13 Batch  144/269 - Train Accuracy:  0.823, Validation Accuracy:  0.809, Loss:  0.091
Epoch  13 Batch  145/269 - Train Accuracy:  0.818, Validation Accuracy:  0.816, Loss:  0.096
Epoch  13 Batch  146/269 - Train Accuracy:  0.828, Validation Accuracy:  0.812, Loss:  0.089
Epoch  13 Batch  147/269 - Train Accuracy:  0.833, Validation Accuracy:  0.806, Loss:  0.094
Epoch  13 Batch  148/269 - Train Accuracy:  0.811, Validation Accuracy:  0.810, Loss:  0.100
Epoch  13 Batch  149/269 - Train Accuracy:  0.812, Validation Accuracy:  0.800, Loss:  0.101
Epoch  13 Batch  150/269 - Train Accuracy:  0.823, Validation Accuracy:  0.804, Loss:  0.097
Epoch  13 Batch  151/269 - Train Accuracy:  0.839, Validation Accuracy:  0.817, Loss:  0.092
Epoch  13 Batch  152/269 - Train Accuracy:  0.828, Validation Accuracy:  0.818, Loss:  0.094
Epoch  13 Batch  153/269 - Train Accuracy:  0.825, Validation Accuracy:  0.820, Loss:  0.096
Epoch  13 Batch  154/269 - Train Accuracy:  0.826, Validation Accuracy:  0.823, Loss:  0.096
Epoch  13 Batch  155/269 - Train Accuracy:  0.820, Validation Accuracy:  0.818, Loss:  0.092
Epoch  13 Batch  156/269 - Train Accuracy:  0.796, Validation Accuracy:  0.822, Loss:  0.104
Epoch  13 Batch  157/269 - Train Accuracy:  0.811, Validation Accuracy:  0.814, Loss:  0.090
Epoch  13 Batch  158/269 - Train Accuracy:  0.795, Validation Accuracy:  0.816, Loss:  0.102
Epoch  13 Batch  159/269 - Train Accuracy:  0.811, Validation Accuracy:  0.821, Loss:  0.091
Epoch  13 Batch  160/269 - Train Accuracy:  0.827, Validation Accuracy:  0.826, Loss:  0.090
Epoch  13 Batch  161/269 - Train Accuracy:  0.830, Validation Accuracy:  0.829, Loss:  0.093
Epoch  13 Batch  162/269 - Train Accuracy:  0.828, Validation Accuracy:  0.830, Loss:  0.097
Epoch  13 Batch  163/269 - Train Accuracy:  0.834, Validation Accuracy:  0.832, Loss:  0.091
Epoch  13 Batch  164/269 - Train Accuracy:  0.836, Validation Accuracy:  0.825, Loss:  0.096
Epoch  13 Batch  165/269 - Train Accuracy:  0.813, Validation Accuracy:  0.820, Loss:  0.097
Epoch  13 Batch  166/269 - Train Accuracy:  0.820, Validation Accuracy:  0.813, Loss:  0.089
Epoch  13 Batch  167/269 - Train Accuracy:  0.818, Validation Accuracy:  0.807, Loss:  0.093
Epoch  13 Batch  168/269 - Train Accuracy:  0.816, Validation Accuracy:  0.816, Loss:  0.098
Epoch  13 Batch  169/269 - Train Accuracy:  0.817, Validation Accuracy:  0.823, Loss:  0.094
Epoch  13 Batch  170/269 - Train Accuracy:  0.830, Validation Accuracy:  0.825, Loss:  0.092
Epoch  13 Batch  171/269 - Train Accuracy:  0.800, Validation Accuracy:  0.833, Loss:  0.102
Epoch  13 Batch  172/269 - Train Accuracy:  0.805, Validation Accuracy:  0.818, Loss:  0.102
Epoch  13 Batch  173/269 - Train Accuracy:  0.816, Validation Accuracy:  0.814, Loss:  0.092
Epoch  13 Batch  174/269 - Train Accuracy:  0.814, Validation Accuracy:  0.814, Loss:  0.095
Epoch  13 Batch  175/269 - Train Accuracy:  0.809, Validation Accuracy:  0.818, Loss:  0.101
Epoch  13 Batch  176/269 - Train Accuracy:  0.801, Validation Accuracy:  0.831, Loss:  0.101
Epoch  13 Batch  177/269 - Train Accuracy:  0.821, Validation Accuracy:  0.834, Loss:  0.089
Epoch  13 Batch  178/269 - Train Accuracy:  0.826, Validation Accuracy:  0.833, Loss:  0.087
Epoch  13 Batch  179/269 - Train Accuracy:  0.817, Validation Accuracy:  0.829, Loss:  0.097
Epoch  13 Batch  180/269 - Train Accuracy:  0.832, Validation Accuracy:  0.833, Loss:  0.093
Epoch  13 Batch  181/269 - Train Accuracy:  0.818, Validation Accuracy:  0.830, Loss:  0.099
Epoch  13 Batch  182/269 - Train Accuracy:  0.834, Validation Accuracy:  0.827, Loss:  0.093
Epoch  13 Batch  183/269 - Train Accuracy:  0.843, Validation Accuracy:  0.822, Loss:  0.082
Epoch  13 Batch  184/269 - Train Accuracy:  0.817, Validation Accuracy:  0.815, Loss:  0.102
Epoch  13 Batch  185/269 - Train Accuracy:  0.832, Validation Accuracy:  0.819, Loss:  0.094
Epoch  13 Batch  186/269 - Train Accuracy:  0.827, Validation Accuracy:  0.821, Loss:  0.097
Epoch  13 Batch  187/269 - Train Accuracy:  0.822, Validation Accuracy:  0.820, Loss:  0.091
Epoch  13 Batch  188/269 - Train Accuracy:  0.824, Validation Accuracy:  0.821, Loss:  0.092
Epoch  13 Batch  189/269 - Train Accuracy:  0.828, Validation Accuracy:  0.819, Loss:  0.091
Epoch  13 Batch  190/269 - Train Accuracy:  0.822, Validation Accuracy:  0.821, Loss:  0.091
Epoch  13 Batch  191/269 - Train Accuracy:  0.835, Validation Accuracy:  0.822, Loss:  0.090
Epoch  13 Batch  192/269 - Train Accuracy:  0.819, Validation Accuracy:  0.820, Loss:  0.086
Epoch  13 Batch  193/269 - Train Accuracy:  0.823, Validation Accuracy:  0.818, Loss:  0.093
Epoch  13 Batch  194/269 - Train Accuracy:  0.824, Validation Accuracy:  0.822, Loss:  0.093
Epoch  13 Batch  195/269 - Train Accuracy:  0.819, Validation Accuracy:  0.821, Loss:  0.090
Epoch  13 Batch  196/269 - Train Accuracy:  0.801, Validation Accuracy:  0.822, Loss:  0.097
Epoch  13 Batch  197/269 - Train Accuracy:  0.784, Validation Accuracy:  0.802, Loss:  0.097
Epoch  13 Batch  198/269 - Train Accuracy:  0.805, Validation Accuracy:  0.798, Loss:  0.094
Epoch  13 Batch  199/269 - Train Accuracy:  0.819, Validation Accuracy:  0.808, Loss:  0.096
Epoch  13 Batch  200/269 - Train Accuracy:  0.843, Validation Accuracy:  0.808, Loss:  0.090
Epoch  13 Batch  201/269 - Train Accuracy:  0.809, Validation Accuracy:  0.821, Loss:  0.095
Epoch  13 Batch  202/269 - Train Accuracy:  0.824, Validation Accuracy:  0.831, Loss:  0.096
Epoch  13 Batch  203/269 - Train Accuracy:  0.820, Validation Accuracy:  0.829, Loss:  0.101
Epoch  13 Batch  204/269 - Train Accuracy:  0.815, Validation Accuracy:  0.828, Loss:  0.099
Epoch  13 Batch  205/269 - Train Accuracy:  0.811, Validation Accuracy:  0.816, Loss:  0.087
Epoch  13 Batch  206/269 - Train Accuracy:  0.807, Validation Accuracy:  0.822, Loss:  0.099
Epoch  13 Batch  207/269 - Train Accuracy:  0.829, Validation Accuracy:  0.828, Loss:  0.091
Epoch  13 Batch  208/269 - Train Accuracy:  0.821, Validation Accuracy:  0.831, Loss:  0.092
Epoch  13 Batch  209/269 - Train Accuracy:  0.832, Validation Accuracy:  0.832, Loss:  0.089
Epoch  13 Batch  210/269 - Train Accuracy:  0.823, Validation Accuracy:  0.827, Loss:  0.091
Epoch  13 Batch  211/269 - Train Accuracy:  0.825, Validation Accuracy:  0.820, Loss:  0.096
Epoch  13 Batch  212/269 - Train Accuracy:  0.803, Validation Accuracy:  0.820, Loss:  0.093
Epoch  13 Batch  213/269 - Train Accuracy:  0.798, Validation Accuracy:  0.817, Loss:  0.095
Epoch  13 Batch  214/269 - Train Accuracy:  0.827, Validation Accuracy:  0.818, Loss:  0.088
Epoch  13 Batch  215/269 - Train Accuracy:  0.833, Validation Accuracy:  0.825, Loss:  0.085
Epoch  13 Batch  216/269 - Train Accuracy:  0.810, Validation Accuracy:  0.828, Loss:  0.103
Epoch  13 Batch  217/269 - Train Accuracy:  0.797, Validation Accuracy:  0.820, Loss:  0.097
Epoch  13 Batch  218/269 - Train Accuracy:  0.837, Validation Accuracy:  0.822, Loss:  0.091
Epoch  13 Batch  219/269 - Train Accuracy:  0.825, Validation Accuracy:  0.820, Loss:  0.090
Epoch  13 Batch  220/269 - Train Accuracy:  0.814, Validation Accuracy:  0.816, Loss:  0.088
Epoch  13 Batch  221/269 - Train Accuracy:  0.831, Validation Accuracy:  0.811, Loss:  0.086
Epoch  13 Batch  222/269 - Train Accuracy:  0.833, Validation Accuracy:  0.812, Loss:  0.088
Epoch  13 Batch  223/269 - Train Accuracy:  0.820, Validation Accuracy:  0.816, Loss:  0.089
Epoch  13 Batch  224/269 - Train Accuracy:  0.822, Validation Accuracy:  0.828, Loss:  0.097
Epoch  13 Batch  225/269 - Train Accuracy:  0.818, Validation Accuracy:  0.830, Loss:  0.090
Epoch  13 Batch  226/269 - Train Accuracy:  0.810, Validation Accuracy:  0.822, Loss:  0.094
Epoch  13 Batch  227/269 - Train Accuracy:  0.837, Validation Accuracy:  0.822, Loss:  0.083
Epoch  13 Batch  228/269 - Train Accuracy:  0.822, Validation Accuracy:  0.816, Loss:  0.092
Epoch  13 Batch  229/269 - Train Accuracy:  0.825, Validation Accuracy:  0.816, Loss:  0.084
Epoch  13 Batch  230/269 - Train Accuracy:  0.797, Validation Accuracy:  0.815, Loss:  0.093
Epoch  13 Batch  231/269 - Train Accuracy:  0.800, Validation Accuracy:  0.808, Loss:  0.099
Epoch  13 Batch  232/269 - Train Accuracy:  0.797, Validation Accuracy:  0.815, Loss:  0.099
Epoch  13 Batch  233/269 - Train Accuracy:  0.827, Validation Accuracy:  0.829, Loss:  0.093
Epoch  13 Batch  234/269 - Train Accuracy:  0.829, Validation Accuracy:  0.833, Loss:  0.089
Epoch  13 Batch  235/269 - Train Accuracy:  0.852, Validation Accuracy:  0.835, Loss:  0.080
Epoch  13 Batch  236/269 - Train Accuracy:  0.827, Validation Accuracy:  0.835, Loss:  0.088
Epoch  13 Batch  237/269 - Train Accuracy:  0.826, Validation Accuracy:  0.824, Loss:  0.092
Epoch  13 Batch  238/269 - Train Accuracy:  0.816, Validation Accuracy:  0.810, Loss:  0.084
Epoch  13 Batch  239/269 - Train Accuracy:  0.829, Validation Accuracy:  0.808, Loss:  0.084
Epoch  13 Batch  240/269 - Train Accuracy:  0.824, Validation Accuracy:  0.808, Loss:  0.079
Epoch  13 Batch  241/269 - Train Accuracy:  0.817, Validation Accuracy:  0.816, Loss:  0.090
Epoch  13 Batch  242/269 - Train Accuracy:  0.822, Validation Accuracy:  0.832, Loss:  0.087
Epoch  13 Batch  243/269 - Train Accuracy:  0.843, Validation Accuracy:  0.825, Loss:  0.083
Epoch  13 Batch  244/269 - Train Accuracy:  0.796, Validation Accuracy:  0.831, Loss:  0.097
Epoch  13 Batch  245/269 - Train Accuracy:  0.815, Validation Accuracy:  0.828, Loss:  0.092
Epoch  13 Batch  246/269 - Train Accuracy:  0.807, Validation Accuracy:  0.832, Loss:  0.090
Epoch  13 Batch  247/269 - Train Accuracy:  0.812, Validation Accuracy:  0.820, Loss:  0.092
Epoch  13 Batch  248/269 - Train Accuracy:  0.825, Validation Accuracy:  0.809, Loss:  0.087
Epoch  13 Batch  249/269 - Train Accuracy:  0.827, Validation Accuracy:  0.814, Loss:  0.083
Epoch  13 Batch  250/269 - Train Accuracy:  0.816, Validation Accuracy:  0.816, Loss:  0.091
Epoch  13 Batch  251/269 - Train Accuracy:  0.836, Validation Accuracy:  0.824, Loss:  0.088
Epoch  13 Batch  252/269 - Train Accuracy:  0.816, Validation Accuracy:  0.832, Loss:  0.088
Epoch  13 Batch  253/269 - Train Accuracy:  0.820, Validation Accuracy:  0.829, Loss:  0.090
Epoch  13 Batch  254/269 - Train Accuracy:  0.825, Validation Accuracy:  0.832, Loss:  0.090
Epoch  13 Batch  255/269 - Train Accuracy:  0.850, Validation Accuracy:  0.830, Loss:  0.080
Epoch  13 Batch  256/269 - Train Accuracy:  0.814, Validation Accuracy:  0.816, Loss:  0.090
Epoch  13 Batch  257/269 - Train Accuracy:  0.806, Validation Accuracy:  0.808, Loss:  0.095
Epoch  13 Batch  258/269 - Train Accuracy:  0.819, Validation Accuracy:  0.794, Loss:  0.090
Epoch  13 Batch  259/269 - Train Accuracy:  0.839, Validation Accuracy:  0.811, Loss:  0.087
Epoch  13 Batch  260/269 - Train Accuracy:  0.822, Validation Accuracy:  0.824, Loss:  0.094
Epoch  13 Batch  261/269 - Train Accuracy:  0.814, Validation Accuracy:  0.827, Loss:  0.092
Epoch  13 Batch  262/269 - Train Accuracy:  0.838, Validation Accuracy:  0.827, Loss:  0.086
Epoch  13 Batch  263/269 - Train Accuracy:  0.827, Validation Accuracy:  0.829, Loss:  0.093
Epoch  13 Batch  264/269 - Train Accuracy:  0.814, Validation Accuracy:  0.820, Loss:  0.094
Epoch  13 Batch  265/269 - Train Accuracy:  0.802, Validation Accuracy:  0.810, Loss:  0.093
Epoch  13 Batch  266/269 - Train Accuracy:  0.832, Validation Accuracy:  0.807, Loss:  0.085
Epoch  13 Batch  267/269 - Train Accuracy:  0.830, Validation Accuracy:  0.807, Loss:  0.091
Epoch  14 Batch    0/269 - Train Accuracy:  0.810, Validation Accuracy:  0.813, Loss:  0.089
Epoch  14 Batch    1/269 - Train Accuracy:  0.840, Validation Accuracy:  0.810, Loss:  0.089
Epoch  14 Batch    2/269 - Train Accuracy:  0.804, Validation Accuracy:  0.809, Loss:  0.087
Epoch  14 Batch    3/269 - Train Accuracy:  0.827, Validation Accuracy:  0.816, Loss:  0.088
Epoch  14 Batch    4/269 - Train Accuracy:  0.798, Validation Accuracy:  0.813, Loss:  0.097
Epoch  14 Batch    5/269 - Train Accuracy:  0.802, Validation Accuracy:  0.811, Loss:  0.092
Epoch  14 Batch    6/269 - Train Accuracy:  0.811, Validation Accuracy:  0.801, Loss:  0.090
Epoch  14 Batch    7/269 - Train Accuracy:  0.821, Validation Accuracy:  0.808, Loss:  0.085
Epoch  14 Batch    8/269 - Train Accuracy:  0.821, Validation Accuracy:  0.825, Loss:  0.097
Epoch  14 Batch    9/269 - Train Accuracy:  0.811, Validation Accuracy:  0.834, Loss:  0.093
Epoch  14 Batch   10/269 - Train Accuracy:  0.814, Validation Accuracy:  0.836, Loss:  0.091
Epoch  14 Batch   11/269 - Train Accuracy:  0.818, Validation Accuracy:  0.833, Loss:  0.093
Epoch  14 Batch   12/269 - Train Accuracy:  0.807, Validation Accuracy:  0.824, Loss:  0.097
Epoch  14 Batch   13/269 - Train Accuracy:  0.827, Validation Accuracy:  0.820, Loss:  0.090
Epoch  14 Batch   14/269 - Train Accuracy:  0.794, Validation Accuracy:  0.821, Loss:  0.125
Epoch  14 Batch   15/269 - Train Accuracy:  0.818, Validation Accuracy:  0.826, Loss:  0.115
Epoch  14 Batch   16/269 - Train Accuracy:  0.825, Validation Accuracy:  0.823, Loss:  0.100
Epoch  14 Batch   17/269 - Train Accuracy:  0.821, Validation Accuracy:  0.827, Loss:  0.095
Epoch  14 Batch   18/269 - Train Accuracy:  0.833, Validation Accuracy:  0.836, Loss:  0.100
Epoch  14 Batch   19/269 - Train Accuracy:  0.844, Validation Accuracy:  0.833, Loss:  0.080
Epoch  14 Batch   20/269 - Train Accuracy:  0.822, Validation Accuracy:  0.826, Loss:  0.097
Epoch  14 Batch   21/269 - Train Accuracy:  0.816, Validation Accuracy:  0.831, Loss:  0.104
Epoch  14 Batch   22/269 - Train Accuracy:  0.821, Validation Accuracy:  0.833, Loss:  0.087
Epoch  14 Batch   23/269 - Train Accuracy:  0.827, Validation Accuracy:  0.829, Loss:  0.089
Epoch  14 Batch   24/269 - Train Accuracy:  0.822, Validation Accuracy:  0.819, Loss:  0.094
Epoch  14 Batch   25/269 - Train Accuracy:  0.817, Validation Accuracy:  0.827, Loss:  0.094
Epoch  14 Batch   26/269 - Train Accuracy:  0.819, Validation Accuracy:  0.822, Loss:  0.086
Epoch  14 Batch   27/269 - Train Accuracy:  0.815, Validation Accuracy:  0.823, Loss:  0.088
Epoch  14 Batch   28/269 - Train Accuracy:  0.796, Validation Accuracy:  0.821, Loss:  0.095
Epoch  14 Batch   29/269 - Train Accuracy:  0.809, Validation Accuracy:  0.815, Loss:  0.091
Epoch  14 Batch   30/269 - Train Accuracy:  0.825, Validation Accuracy:  0.820, Loss:  0.092
Epoch  14 Batch   31/269 - Train Accuracy:  0.838, Validation Accuracy:  0.811, Loss:  0.085
Epoch  14 Batch   32/269 - Train Accuracy:  0.838, Validation Accuracy:  0.816, Loss:  0.085
Epoch  14 Batch   33/269 - Train Accuracy:  0.812, Validation Accuracy:  0.819, Loss:  0.089
Epoch  14 Batch   34/269 - Train Accuracy:  0.821, Validation Accuracy:  0.823, Loss:  0.095
Epoch  14 Batch   35/269 - Train Accuracy:  0.840, Validation Accuracy:  0.830, Loss:  0.104
Epoch  14 Batch   36/269 - Train Accuracy:  0.835, Validation Accuracy:  0.831, Loss:  0.093
Epoch  14 Batch   37/269 - Train Accuracy:  0.832, Validation Accuracy:  0.824, Loss:  0.090
Epoch  14 Batch   38/269 - Train Accuracy:  0.825, Validation Accuracy:  0.826, Loss:  0.085
Epoch  14 Batch   39/269 - Train Accuracy:  0.840, Validation Accuracy:  0.824, Loss:  0.088
Epoch  14 Batch   40/269 - Train Accuracy:  0.816, Validation Accuracy:  0.822, Loss:  0.095
Epoch  14 Batch   41/269 - Train Accuracy:  0.818, Validation Accuracy:  0.823, Loss:  0.089
Epoch  14 Batch   42/269 - Train Accuracy:  0.827, Validation Accuracy:  0.821, Loss:  0.084
Epoch  14 Batch   43/269 - Train Accuracy:  0.823, Validation Accuracy:  0.824, Loss:  0.089
Epoch  14 Batch   44/269 - Train Accuracy:  0.840, Validation Accuracy:  0.833, Loss:  0.085
Epoch  14 Batch   45/269 - Train Accuracy:  0.833, Validation Accuracy:  0.835, Loss:  0.088
Epoch  14 Batch   46/269 - Train Accuracy:  0.831, Validation Accuracy:  0.838, Loss:  0.084
Epoch  14 Batch   47/269 - Train Accuracy:  0.854, Validation Accuracy:  0.837, Loss:  0.076
Epoch  14 Batch   48/269 - Train Accuracy:  0.839, Validation Accuracy:  0.835, Loss:  0.080
Epoch  14 Batch   49/269 - Train Accuracy:  0.821, Validation Accuracy:  0.833, Loss:  0.088
Epoch  14 Batch   50/269 - Train Accuracy:  0.816, Validation Accuracy:  0.829, Loss:  0.095
Epoch  14 Batch   51/269 - Train Accuracy:  0.834, Validation Accuracy:  0.825, Loss:  0.090
Epoch  14 Batch   52/269 - Train Accuracy:  0.806, Validation Accuracy:  0.821, Loss:  0.083
Epoch  14 Batch   53/269 - Train Accuracy:  0.826, Validation Accuracy:  0.824, Loss:  0.085
Epoch  14 Batch   54/269 - Train Accuracy:  0.845, Validation Accuracy:  0.827, Loss:  0.082
Epoch  14 Batch   55/269 - Train Accuracy:  0.818, Validation Accuracy:  0.827, Loss:  0.090
Epoch  14 Batch   56/269 - Train Accuracy:  0.824, Validation Accuracy:  0.828, Loss:  0.084
Epoch  14 Batch   57/269 - Train Accuracy:  0.827, Validation Accuracy:  0.826, Loss:  0.088
Epoch  14 Batch   58/269 - Train Accuracy:  0.833, Validation Accuracy:  0.828, Loss:  0.082
Epoch  14 Batch   59/269 - Train Accuracy:  0.848, Validation Accuracy:  0.825, Loss:  0.079
Epoch  14 Batch   60/269 - Train Accuracy:  0.820, Validation Accuracy:  0.822, Loss:  0.091
Epoch  14 Batch   61/269 - Train Accuracy:  0.837, Validation Accuracy:  0.821, Loss:  0.079
Epoch  14 Batch   62/269 - Train Accuracy:  0.828, Validation Accuracy:  0.808, Loss:  0.087
Epoch  14 Batch   63/269 - Train Accuracy:  0.814, Validation Accuracy:  0.801, Loss:  0.090
Epoch  14 Batch   64/269 - Train Accuracy:  0.812, Validation Accuracy:  0.800, Loss:  0.084
Epoch  14 Batch   65/269 - Train Accuracy:  0.825, Validation Accuracy:  0.810, Loss:  0.086
Epoch  14 Batch   66/269 - Train Accuracy:  0.817, Validation Accuracy:  0.820, Loss:  0.089
Epoch  14 Batch   67/269 - Train Accuracy:  0.811, Validation Accuracy:  0.826, Loss:  0.091
Epoch  14 Batch   68/269 - Train Accuracy:  0.810, Validation Accuracy:  0.828, Loss:  0.094
Epoch  14 Batch   69/269 - Train Accuracy:  0.800, Validation Accuracy:  0.827, Loss:  0.091
Epoch  14 Batch   70/269 - Train Accuracy:  0.840, Validation Accuracy:  0.829, Loss:  0.083
Epoch  14 Batch   71/269 - Train Accuracy:  0.825, Validation Accuracy:  0.830, Loss:  0.095
Epoch  14 Batch   72/269 - Train Accuracy:  0.828, Validation Accuracy:  0.836, Loss:  0.087
Epoch  14 Batch   73/269 - Train Accuracy:  0.836, Validation Accuracy:  0.831, Loss:  0.087
Epoch  14 Batch   74/269 - Train Accuracy:  0.845, Validation Accuracy:  0.826, Loss:  0.081
Epoch  14 Batch   75/269 - Train Accuracy:  0.815, Validation Accuracy:  0.803, Loss:  0.088
Epoch  14 Batch   76/269 - Train Accuracy:  0.806, Validation Accuracy:  0.799, Loss:  0.090
Epoch  14 Batch   77/269 - Train Accuracy:  0.828, Validation Accuracy:  0.807, Loss:  0.086
Epoch  14 Batch   78/269 - Train Accuracy:  0.827, Validation Accuracy:  0.824, Loss:  0.087
Epoch  14 Batch   79/269 - Train Accuracy:  0.818, Validation Accuracy:  0.831, Loss:  0.086
Epoch  14 Batch   80/269 - Train Accuracy:  0.831, Validation Accuracy:  0.830, Loss:  0.088
Epoch  14 Batch   81/269 - Train Accuracy:  0.826, Validation Accuracy:  0.831, Loss:  0.088
Epoch  14 Batch   82/269 - Train Accuracy:  0.837, Validation Accuracy:  0.836, Loss:  0.077
Epoch  14 Batch   83/269 - Train Accuracy:  0.828, Validation Accuracy:  0.829, Loss:  0.093
Epoch  14 Batch   84/269 - Train Accuracy:  0.829, Validation Accuracy:  0.819, Loss:  0.083
Epoch  14 Batch   85/269 - Train Accuracy:  0.834, Validation Accuracy:  0.816, Loss:  0.084
Epoch  14 Batch   86/269 - Train Accuracy:  0.824, Validation Accuracy:  0.820, Loss:  0.081
Epoch  14 Batch   87/269 - Train Accuracy:  0.822, Validation Accuracy:  0.830, Loss:  0.091
Epoch  14 Batch   88/269 - Train Accuracy:  0.825, Validation Accuracy:  0.829, Loss:  0.082
Epoch  14 Batch   89/269 - Train Accuracy:  0.841, Validation Accuracy:  0.829, Loss:  0.083
Epoch  14 Batch   90/269 - Train Accuracy:  0.807, Validation Accuracy:  0.825, Loss:  0.092
Epoch  14 Batch   91/269 - Train Accuracy:  0.827, Validation Accuracy:  0.819, Loss:  0.081
Epoch  14 Batch   92/269 - Train Accuracy:  0.836, Validation Accuracy:  0.820, Loss:  0.084
Epoch  14 Batch   93/269 - Train Accuracy:  0.824, Validation Accuracy:  0.817, Loss:  0.084
Epoch  14 Batch   94/269 - Train Accuracy:  0.814, Validation Accuracy:  0.816, Loss:  0.097
Epoch  14 Batch   95/269 - Train Accuracy:  0.822, Validation Accuracy:  0.813, Loss:  0.083
Epoch  14 Batch   96/269 - Train Accuracy:  0.799, Validation Accuracy:  0.815, Loss:  0.091
Epoch  14 Batch   97/269 - Train Accuracy:  0.823, Validation Accuracy:  0.817, Loss:  0.087
Epoch  14 Batch   98/269 - Train Accuracy:  0.831, Validation Accuracy:  0.823, Loss:  0.088
Epoch  14 Batch   99/269 - Train Accuracy:  0.816, Validation Accuracy:  0.822, Loss:  0.086
Epoch  14 Batch  100/269 - Train Accuracy:  0.847, Validation Accuracy:  0.825, Loss:  0.080
Epoch  14 Batch  101/269 - Train Accuracy:  0.808, Validation Accuracy:  0.822, Loss:  0.094
Epoch  14 Batch  102/269 - Train Accuracy:  0.827, Validation Accuracy:  0.820, Loss:  0.083
Epoch  14 Batch  103/269 - Train Accuracy:  0.820, Validation Accuracy:  0.817, Loss:  0.087
Epoch  14 Batch  104/269 - Train Accuracy:  0.839, Validation Accuracy:  0.814, Loss:  0.079
Epoch  14 Batch  105/269 - Train Accuracy:  0.828, Validation Accuracy:  0.816, Loss:  0.087
Epoch  14 Batch  106/269 - Train Accuracy:  0.828, Validation Accuracy:  0.826, Loss:  0.081
Epoch  14 Batch  107/269 - Train Accuracy:  0.823, Validation Accuracy:  0.830, Loss:  0.083
Epoch  14 Batch  108/269 - Train Accuracy:  0.826, Validation Accuracy:  0.833, Loss:  0.084
Epoch  14 Batch  109/269 - Train Accuracy:  0.799, Validation Accuracy:  0.827, Loss:  0.087
Epoch  14 Batch  110/269 - Train Accuracy:  0.814, Validation Accuracy:  0.815, Loss:  0.083
Epoch  14 Batch  111/269 - Train Accuracy:  0.818, Validation Accuracy:  0.808, Loss:  0.084
Epoch  14 Batch  112/269 - Train Accuracy:  0.824, Validation Accuracy:  0.811, Loss:  0.081
Epoch  14 Batch  113/269 - Train Accuracy:  0.820, Validation Accuracy:  0.812, Loss:  0.085
Epoch  14 Batch  114/269 - Train Accuracy:  0.820, Validation Accuracy:  0.820, Loss:  0.084
Epoch  14 Batch  115/269 - Train Accuracy:  0.811, Validation Accuracy:  0.835, Loss:  0.086
Epoch  14 Batch  116/269 - Train Accuracy:  0.836, Validation Accuracy:  0.833, Loss:  0.082
Epoch  14 Batch  117/269 - Train Accuracy:  0.828, Validation Accuracy:  0.831, Loss:  0.083
Epoch  14 Batch  118/269 - Train Accuracy:  0.845, Validation Accuracy:  0.834, Loss:  0.075
Epoch  14 Batch  119/269 - Train Accuracy:  0.820, Validation Accuracy:  0.832, Loss:  0.080
Epoch  14 Batch  120/269 - Train Accuracy:  0.815, Validation Accuracy:  0.838, Loss:  0.093
Epoch  14 Batch  121/269 - Train Accuracy:  0.819, Validation Accuracy:  0.839, Loss:  0.080
Epoch  14 Batch  122/269 - Train Accuracy:  0.835, Validation Accuracy:  0.828, Loss:  0.078
Epoch  14 Batch  123/269 - Train Accuracy:  0.818, Validation Accuracy:  0.818, Loss:  0.082
Epoch  14 Batch  124/269 - Train Accuracy:  0.802, Validation Accuracy:  0.809, Loss:  0.080
Epoch  14 Batch  125/269 - Train Accuracy:  0.810, Validation Accuracy:  0.800, Loss:  0.085
Epoch  14 Batch  126/269 - Train Accuracy:  0.828, Validation Accuracy:  0.806, Loss:  0.084
Epoch  14 Batch  127/269 - Train Accuracy:  0.823, Validation Accuracy:  0.806, Loss:  0.087
Epoch  14 Batch  128/269 - Train Accuracy:  0.830, Validation Accuracy:  0.821, Loss:  0.085
Epoch  14 Batch  129/269 - Train Accuracy:  0.834, Validation Accuracy:  0.830, Loss:  0.082
Epoch  14 Batch  130/269 - Train Accuracy:  0.820, Validation Accuracy:  0.826, Loss:  0.087
Epoch  14 Batch  131/269 - Train Accuracy:  0.814, Validation Accuracy:  0.830, Loss:  0.089
Epoch  14 Batch  132/269 - Train Accuracy:  0.821, Validation Accuracy:  0.828, Loss:  0.088
Epoch  14 Batch  133/269 - Train Accuracy:  0.833, Validation Accuracy:  0.826, Loss:  0.082
Epoch  14 Batch  134/269 - Train Accuracy:  0.816, Validation Accuracy:  0.823, Loss:  0.087
Epoch  14 Batch  135/269 - Train Accuracy:  0.813, Validation Accuracy:  0.826, Loss:  0.086
Epoch  14 Batch  136/269 - Train Accuracy:  0.808, Validation Accuracy:  0.824, Loss:  0.087
Epoch  14 Batch  137/269 - Train Accuracy:  0.828, Validation Accuracy:  0.820, Loss:  0.088
Epoch  14 Batch  138/269 - Train Accuracy:  0.802, Validation Accuracy:  0.818, Loss:  0.090
Epoch  14 Batch  139/269 - Train Accuracy:  0.843, Validation Accuracy:  0.818, Loss:  0.075
Epoch  14 Batch  140/269 - Train Accuracy:  0.840, Validation Accuracy:  0.818, Loss:  0.085
Epoch  14 Batch  141/269 - Train Accuracy:  0.837, Validation Accuracy:  0.822, Loss:  0.084
Epoch  14 Batch  142/269 - Train Accuracy:  0.831, Validation Accuracy:  0.828, Loss:  0.083
Epoch  14 Batch  143/269 - Train Accuracy:  0.842, Validation Accuracy:  0.832, Loss:  0.079
Epoch  14 Batch  144/269 - Train Accuracy:  0.847, Validation Accuracy:  0.828, Loss:  0.074
Epoch  14 Batch  145/269 - Train Accuracy:  0.833, Validation Accuracy:  0.825, Loss:  0.083
Epoch  14 Batch  146/269 - Train Accuracy:  0.845, Validation Accuracy:  0.830, Loss:  0.078
Epoch  14 Batch  147/269 - Train Accuracy:  0.849, Validation Accuracy:  0.827, Loss:  0.081
Epoch  14 Batch  148/269 - Train Accuracy:  0.825, Validation Accuracy:  0.822, Loss:  0.082
Epoch  14 Batch  149/269 - Train Accuracy:  0.825, Validation Accuracy:  0.820, Loss:  0.087
Epoch  14 Batch  150/269 - Train Accuracy:  0.823, Validation Accuracy:  0.824, Loss:  0.084
Epoch  14 Batch  151/269 - Train Accuracy:  0.851, Validation Accuracy:  0.836, Loss:  0.079
Epoch  14 Batch  152/269 - Train Accuracy:  0.836, Validation Accuracy:  0.829, Loss:  0.079
Epoch  14 Batch  153/269 - Train Accuracy:  0.833, Validation Accuracy:  0.829, Loss:  0.079
Epoch  14 Batch  154/269 - Train Accuracy:  0.833, Validation Accuracy:  0.830, Loss:  0.082
Epoch  14 Batch  155/269 - Train Accuracy:  0.831, Validation Accuracy:  0.831, Loss:  0.078
Epoch  14 Batch  156/269 - Train Accuracy:  0.812, Validation Accuracy:  0.837, Loss:  0.086
Epoch  14 Batch  157/269 - Train Accuracy:  0.831, Validation Accuracy:  0.835, Loss:  0.079
Epoch  14 Batch  158/269 - Train Accuracy:  0.824, Validation Accuracy:  0.834, Loss:  0.083
Epoch  14 Batch  159/269 - Train Accuracy:  0.820, Validation Accuracy:  0.834, Loss:  0.081
Epoch  14 Batch  160/269 - Train Accuracy:  0.847, Validation Accuracy:  0.838, Loss:  0.075
Epoch  14 Batch  161/269 - Train Accuracy:  0.842, Validation Accuracy:  0.839, Loss:  0.077
Epoch  14 Batch  162/269 - Train Accuracy:  0.835, Validation Accuracy:  0.843, Loss:  0.080
Epoch  14 Batch  163/269 - Train Accuracy:  0.849, Validation Accuracy:  0.840, Loss:  0.076
Epoch  14 Batch  164/269 - Train Accuracy:  0.847, Validation Accuracy:  0.836, Loss:  0.081
Epoch  14 Batch  165/269 - Train Accuracy:  0.830, Validation Accuracy:  0.824, Loss:  0.083
Epoch  14 Batch  166/269 - Train Accuracy:  0.839, Validation Accuracy:  0.824, Loss:  0.078
Epoch  14 Batch  167/269 - Train Accuracy:  0.826, Validation Accuracy:  0.817, Loss:  0.077
Epoch  14 Batch  168/269 - Train Accuracy:  0.835, Validation Accuracy:  0.822, Loss:  0.080
Epoch  14 Batch  169/269 - Train Accuracy:  0.825, Validation Accuracy:  0.831, Loss:  0.078
Epoch  14 Batch  170/269 - Train Accuracy:  0.844, Validation Accuracy:  0.836, Loss:  0.077
Epoch  14 Batch  171/269 - Train Accuracy:  0.822, Validation Accuracy:  0.839, Loss:  0.088
Epoch  14 Batch  172/269 - Train Accuracy:  0.822, Validation Accuracy:  0.835, Loss:  0.086
Epoch  14 Batch  173/269 - Train Accuracy:  0.831, Validation Accuracy:  0.824, Loss:  0.076
Epoch  14 Batch  174/269 - Train Accuracy:  0.822, Validation Accuracy:  0.818, Loss:  0.082
Epoch  14 Batch  175/269 - Train Accuracy:  0.822, Validation Accuracy:  0.813, Loss:  0.088
Epoch  14 Batch  176/269 - Train Accuracy:  0.806, Validation Accuracy:  0.811, Loss:  0.085
Epoch  14 Batch  177/269 - Train Accuracy:  0.826, Validation Accuracy:  0.822, Loss:  0.074
Epoch  14 Batch  178/269 - Train Accuracy:  0.835, Validation Accuracy:  0.821, Loss:  0.076
Epoch  14 Batch  179/269 - Train Accuracy:  0.832, Validation Accuracy:  0.832, Loss:  0.080
Epoch  14 Batch  180/269 - Train Accuracy:  0.837, Validation Accuracy:  0.842, Loss:  0.077
Epoch  14 Batch  181/269 - Train Accuracy:  0.828, Validation Accuracy:  0.835, Loss:  0.084
Epoch  14 Batch  182/269 - Train Accuracy:  0.845, Validation Accuracy:  0.835, Loss:  0.084
Epoch  14 Batch  183/269 - Train Accuracy:  0.851, Validation Accuracy:  0.832, Loss:  0.068
Epoch  14 Batch  184/269 - Train Accuracy:  0.824, Validation Accuracy:  0.824, Loss:  0.088
Epoch  14 Batch  185/269 - Train Accuracy:  0.844, Validation Accuracy:  0.824, Loss:  0.079
Epoch  14 Batch  186/269 - Train Accuracy:  0.831, Validation Accuracy:  0.828, Loss:  0.081
Epoch  14 Batch  187/269 - Train Accuracy:  0.826, Validation Accuracy:  0.824, Loss:  0.084
Epoch  14 Batch  188/269 - Train Accuracy:  0.839, Validation Accuracy:  0.828, Loss:  0.082
Epoch  14 Batch  189/269 - Train Accuracy:  0.836, Validation Accuracy:  0.832, Loss:  0.085
Epoch  14 Batch  190/269 - Train Accuracy:  0.821, Validation Accuracy:  0.824, Loss:  0.079
Epoch  14 Batch  191/269 - Train Accuracy:  0.825, Validation Accuracy:  0.818, Loss:  0.079
Epoch  14 Batch  192/269 - Train Accuracy:  0.827, Validation Accuracy:  0.823, Loss:  0.075
Epoch  14 Batch  193/269 - Train Accuracy:  0.833, Validation Accuracy:  0.824, Loss:  0.079
Epoch  14 Batch  194/269 - Train Accuracy:  0.839, Validation Accuracy:  0.833, Loss:  0.084
Epoch  14 Batch  195/269 - Train Accuracy:  0.825, Validation Accuracy:  0.836, Loss:  0.078
Epoch  14 Batch  196/269 - Train Accuracy:  0.810, Validation Accuracy:  0.829, Loss:  0.087
Epoch  14 Batch  197/269 - Train Accuracy:  0.803, Validation Accuracy:  0.825, Loss:  0.087
Epoch  14 Batch  198/269 - Train Accuracy:  0.800, Validation Accuracy:  0.814, Loss:  0.082
Epoch  14 Batch  199/269 - Train Accuracy:  0.827, Validation Accuracy:  0.812, Loss:  0.081
Epoch  14 Batch  200/269 - Train Accuracy:  0.844, Validation Accuracy:  0.821, Loss:  0.082
Epoch  14 Batch  201/269 - Train Accuracy:  0.817, Validation Accuracy:  0.829, Loss:  0.082
Epoch  14 Batch  202/269 - Train Accuracy:  0.830, Validation Accuracy:  0.842, Loss:  0.081
Epoch  14 Batch  203/269 - Train Accuracy:  0.819, Validation Accuracy:  0.838, Loss:  0.088
Epoch  14 Batch  204/269 - Train Accuracy:  0.825, Validation Accuracy:  0.841, Loss:  0.087
Epoch  14 Batch  205/269 - Train Accuracy:  0.820, Validation Accuracy:  0.829, Loss:  0.078
Epoch  14 Batch  206/269 - Train Accuracy:  0.800, Validation Accuracy:  0.818, Loss:  0.085
Epoch  14 Batch  207/269 - Train Accuracy:  0.824, Validation Accuracy:  0.825, Loss:  0.079
Epoch  14 Batch  208/269 - Train Accuracy:  0.839, Validation Accuracy:  0.824, Loss:  0.082
Epoch  14 Batch  209/269 - Train Accuracy:  0.831, Validation Accuracy:  0.820, Loss:  0.079
Epoch  14 Batch  210/269 - Train Accuracy:  0.839, Validation Accuracy:  0.828, Loss:  0.077
Epoch  14 Batch  211/269 - Train Accuracy:  0.837, Validation Accuracy:  0.828, Loss:  0.084
Epoch  14 Batch  212/269 - Train Accuracy:  0.830, Validation Accuracy:  0.834, Loss:  0.083
Epoch  14 Batch  213/269 - Train Accuracy:  0.818, Validation Accuracy:  0.834, Loss:  0.084
Epoch  14 Batch  214/269 - Train Accuracy:  0.833, Validation Accuracy:  0.828, Loss:  0.080
Epoch  14 Batch  215/269 - Train Accuracy:  0.843, Validation Accuracy:  0.826, Loss:  0.078
Epoch  14 Batch  216/269 - Train Accuracy:  0.821, Validation Accuracy:  0.827, Loss:  0.091
Epoch  14 Batch  217/269 - Train Accuracy:  0.803, Validation Accuracy:  0.826, Loss:  0.083
Epoch  14 Batch  218/269 - Train Accuracy:  0.827, Validation Accuracy:  0.826, Loss:  0.078
Epoch  14 Batch  219/269 - Train Accuracy:  0.829, Validation Accuracy:  0.840, Loss:  0.079
Epoch  14 Batch  220/269 - Train Accuracy:  0.812, Validation Accuracy:  0.832, Loss:  0.078
Epoch  14 Batch  221/269 - Train Accuracy:  0.848, Validation Accuracy:  0.820, Loss:  0.074
Epoch  14 Batch  222/269 - Train Accuracy:  0.839, Validation Accuracy:  0.820, Loss:  0.079
Epoch  14 Batch  223/269 - Train Accuracy:  0.825, Validation Accuracy:  0.824, Loss:  0.077
Epoch  14 Batch  224/269 - Train Accuracy:  0.829, Validation Accuracy:  0.822, Loss:  0.083
Epoch  14 Batch  225/269 - Train Accuracy:  0.812, Validation Accuracy:  0.824, Loss:  0.082
Epoch  14 Batch  226/269 - Train Accuracy:  0.821, Validation Accuracy:  0.816, Loss:  0.084
Epoch  14 Batch  227/269 - Train Accuracy:  0.844, Validation Accuracy:  0.809, Loss:  0.075
Epoch  14 Batch  228/269 - Train Accuracy:  0.817, Validation Accuracy:  0.814, Loss:  0.081
Epoch  14 Batch  229/269 - Train Accuracy:  0.822, Validation Accuracy:  0.817, Loss:  0.079
Epoch  14 Batch  230/269 - Train Accuracy:  0.818, Validation Accuracy:  0.824, Loss:  0.083
Epoch  14 Batch  231/269 - Train Accuracy:  0.807, Validation Accuracy:  0.833, Loss:  0.088
Epoch  14 Batch  232/269 - Train Accuracy:  0.805, Validation Accuracy:  0.834, Loss:  0.088
Epoch  14 Batch  233/269 - Train Accuracy:  0.823, Validation Accuracy:  0.827, Loss:  0.086
Epoch  14 Batch  234/269 - Train Accuracy:  0.830, Validation Accuracy:  0.830, Loss:  0.078
Epoch  14 Batch  235/269 - Train Accuracy:  0.846, Validation Accuracy:  0.823, Loss:  0.073
Epoch  14 Batch  236/269 - Train Accuracy:  0.830, Validation Accuracy:  0.824, Loss:  0.083
Epoch  14 Batch  237/269 - Train Accuracy:  0.835, Validation Accuracy:  0.829, Loss:  0.083
Epoch  14 Batch  238/269 - Train Accuracy:  0.820, Validation Accuracy:  0.832, Loss:  0.077
Epoch  14 Batch  239/269 - Train Accuracy:  0.842, Validation Accuracy:  0.830, Loss:  0.077
Epoch  14 Batch  240/269 - Train Accuracy:  0.840, Validation Accuracy:  0.828, Loss:  0.072
Epoch  14 Batch  241/269 - Train Accuracy:  0.829, Validation Accuracy:  0.825, Loss:  0.079
Epoch  14 Batch  242/269 - Train Accuracy:  0.826, Validation Accuracy:  0.823, Loss:  0.080
Epoch  14 Batch  243/269 - Train Accuracy:  0.840, Validation Accuracy:  0.828, Loss:  0.076
Epoch  14 Batch  244/269 - Train Accuracy:  0.814, Validation Accuracy:  0.833, Loss:  0.087
Epoch  14 Batch  245/269 - Train Accuracy:  0.819, Validation Accuracy:  0.837, Loss:  0.082
Epoch  14 Batch  246/269 - Train Accuracy:  0.814, Validation Accuracy:  0.837, Loss:  0.081
Epoch  14 Batch  247/269 - Train Accuracy:  0.825, Validation Accuracy:  0.837, Loss:  0.080
Epoch  14 Batch  248/269 - Train Accuracy:  0.837, Validation Accuracy:  0.835, Loss:  0.077
Epoch  14 Batch  249/269 - Train Accuracy:  0.843, Validation Accuracy:  0.833, Loss:  0.075
Epoch  14 Batch  250/269 - Train Accuracy:  0.819, Validation Accuracy:  0.828, Loss:  0.081
Epoch  14 Batch  251/269 - Train Accuracy:  0.844, Validation Accuracy:  0.825, Loss:  0.079
Epoch  14 Batch  252/269 - Train Accuracy:  0.830, Validation Accuracy:  0.834, Loss:  0.082
Epoch  14 Batch  253/269 - Train Accuracy:  0.819, Validation Accuracy:  0.839, Loss:  0.084
Epoch  14 Batch  254/269 - Train Accuracy:  0.830, Validation Accuracy:  0.836, Loss:  0.085
Epoch  14 Batch  255/269 - Train Accuracy:  0.853, Validation Accuracy:  0.829, Loss:  0.073
Epoch  14 Batch  256/269 - Train Accuracy:  0.809, Validation Accuracy:  0.833, Loss:  0.082
Epoch  14 Batch  257/269 - Train Accuracy:  0.805, Validation Accuracy:  0.828, Loss:  0.089
Epoch  14 Batch  258/269 - Train Accuracy:  0.828, Validation Accuracy:  0.816, Loss:  0.077
Epoch  14 Batch  259/269 - Train Accuracy:  0.845, Validation Accuracy:  0.824, Loss:  0.086
Epoch  14 Batch  260/269 - Train Accuracy:  0.824, Validation Accuracy:  0.818, Loss:  0.085
Epoch  14 Batch  261/269 - Train Accuracy:  0.826, Validation Accuracy:  0.831, Loss:  0.084
Epoch  14 Batch  262/269 - Train Accuracy:  0.842, Validation Accuracy:  0.846, Loss:  0.079
Epoch  14 Batch  263/269 - Train Accuracy:  0.835, Validation Accuracy:  0.844, Loss:  0.080
Epoch  14 Batch  264/269 - Train Accuracy:  0.826, Validation Accuracy:  0.845, Loss:  0.088
Epoch  14 Batch  265/269 - Train Accuracy:  0.811, Validation Accuracy:  0.827, Loss:  0.085
Epoch  14 Batch  266/269 - Train Accuracy:  0.834, Validation Accuracy:  0.823, Loss:  0.076
Epoch  14 Batch  267/269 - Train Accuracy:  0.836, Validation Accuracy:  0.829, Loss:  0.081
Epoch  15 Batch    0/269 - Train Accuracy:  0.817, Validation Accuracy:  0.821, Loss:  0.083
Epoch  15 Batch    1/269 - Train Accuracy:  0.830, Validation Accuracy:  0.820, Loss:  0.081
Epoch  15 Batch    2/269 - Train Accuracy:  0.826, Validation Accuracy:  0.832, Loss:  0.078
Epoch  15 Batch    3/269 - Train Accuracy:  0.827, Validation Accuracy:  0.829, Loss:  0.078
Epoch  15 Batch    4/269 - Train Accuracy:  0.810, Validation Accuracy:  0.834, Loss:  0.085
Epoch  15 Batch    5/269 - Train Accuracy:  0.809, Validation Accuracy:  0.833, Loss:  0.085
Epoch  15 Batch    6/269 - Train Accuracy:  0.827, Validation Accuracy:  0.821, Loss:  0.077
Epoch  15 Batch    7/269 - Train Accuracy:  0.828, Validation Accuracy:  0.824, Loss:  0.075
Epoch  15 Batch    8/269 - Train Accuracy:  0.817, Validation Accuracy:  0.824, Loss:  0.085
Epoch  15 Batch    9/269 - Train Accuracy:  0.805, Validation Accuracy:  0.822, Loss:  0.084
Epoch  15 Batch   10/269 - Train Accuracy:  0.822, Validation Accuracy:  0.819, Loss:  0.080
Epoch  15 Batch   11/269 - Train Accuracy:  0.835, Validation Accuracy:  0.830, Loss:  0.086
Epoch  15 Batch   12/269 - Train Accuracy:  0.807, Validation Accuracy:  0.830, Loss:  0.082
Epoch  15 Batch   13/269 - Train Accuracy:  0.854, Validation Accuracy:  0.827, Loss:  0.073
Epoch  15 Batch   14/269 - Train Accuracy:  0.815, Validation Accuracy:  0.829, Loss:  0.079
Epoch  15 Batch   15/269 - Train Accuracy:  0.823, Validation Accuracy:  0.823, Loss:  0.077
Epoch  15 Batch   16/269 - Train Accuracy:  0.833, Validation Accuracy:  0.824, Loss:  0.080
Epoch  15 Batch   17/269 - Train Accuracy:  0.838, Validation Accuracy:  0.828, Loss:  0.075
Epoch  15 Batch   18/269 - Train Accuracy:  0.839, Validation Accuracy:  0.829, Loss:  0.078
Epoch  15 Batch   19/269 - Train Accuracy:  0.848, Validation Accuracy:  0.830, Loss:  0.069
Epoch  15 Batch   20/269 - Train Accuracy:  0.819, Validation Accuracy:  0.833, Loss:  0.080
Epoch  15 Batch   21/269 - Train Accuracy:  0.828, Validation Accuracy:  0.840, Loss:  0.085
Epoch  15 Batch   22/269 - Train Accuracy:  0.824, Validation Accuracy:  0.845, Loss:  0.078
Epoch  15 Batch   23/269 - Train Accuracy:  0.832, Validation Accuracy:  0.846, Loss:  0.078
Epoch  15 Batch   24/269 - Train Accuracy:  0.836, Validation Accuracy:  0.842, Loss:  0.078
Epoch  15 Batch   25/269 - Train Accuracy:  0.817, Validation Accuracy:  0.836, Loss:  0.084
Epoch  15 Batch   26/269 - Train Accuracy:  0.838, Validation Accuracy:  0.835, Loss:  0.079
Epoch  15 Batch   27/269 - Train Accuracy:  0.822, Validation Accuracy:  0.827, Loss:  0.075
Epoch  15 Batch   28/269 - Train Accuracy:  0.802, Validation Accuracy:  0.826, Loss:  0.084
Epoch  15 Batch   29/269 - Train Accuracy:  0.822, Validation Accuracy:  0.825, Loss:  0.082
Epoch  15 Batch   30/269 - Train Accuracy:  0.821, Validation Accuracy:  0.837, Loss:  0.077
Epoch  15 Batch   31/269 - Train Accuracy:  0.847, Validation Accuracy:  0.841, Loss:  0.070
Epoch  15 Batch   32/269 - Train Accuracy:  0.841, Validation Accuracy:  0.841, Loss:  0.069
Epoch  15 Batch   33/269 - Train Accuracy:  0.843, Validation Accuracy:  0.838, Loss:  0.076
Epoch  15 Batch   34/269 - Train Accuracy:  0.836, Validation Accuracy:  0.839, Loss:  0.076
Epoch  15 Batch   35/269 - Train Accuracy:  0.840, Validation Accuracy:  0.842, Loss:  0.085
Epoch  15 Batch   36/269 - Train Accuracy:  0.835, Validation Accuracy:  0.843, Loss:  0.077
Epoch  15 Batch   37/269 - Train Accuracy:  0.851, Validation Accuracy:  0.840, Loss:  0.075
Epoch  15 Batch   38/269 - Train Accuracy:  0.831, Validation Accuracy:  0.841, Loss:  0.075
Epoch  15 Batch   39/269 - Train Accuracy:  0.853, Validation Accuracy:  0.846, Loss:  0.076
Epoch  15 Batch   40/269 - Train Accuracy:  0.827, Validation Accuracy:  0.846, Loss:  0.078
Epoch  15 Batch   41/269 - Train Accuracy:  0.833, Validation Accuracy:  0.846, Loss:  0.080
Epoch  15 Batch   42/269 - Train Accuracy:  0.846, Validation Accuracy:  0.840, Loss:  0.072
Epoch  15 Batch   43/269 - Train Accuracy:  0.840, Validation Accuracy:  0.838, Loss:  0.077
Epoch  15 Batch   44/269 - Train Accuracy:  0.850, Validation Accuracy:  0.838, Loss:  0.076
Epoch  15 Batch   45/269 - Train Accuracy:  0.843, Validation Accuracy:  0.838, Loss:  0.078
Epoch  15 Batch   46/269 - Train Accuracy:  0.837, Validation Accuracy:  0.843, Loss:  0.076
Epoch  15 Batch   47/269 - Train Accuracy:  0.860, Validation Accuracy:  0.848, Loss:  0.067
Epoch  15 Batch   48/269 - Train Accuracy:  0.845, Validation Accuracy:  0.849, Loss:  0.073
Epoch  15 Batch   49/269 - Train Accuracy:  0.835, Validation Accuracy:  0.843, Loss:  0.076
Epoch  15 Batch   50/269 - Train Accuracy:  0.827, Validation Accuracy:  0.833, Loss:  0.083
Epoch  15 Batch   51/269 - Train Accuracy:  0.832, Validation Accuracy:  0.824, Loss:  0.078
Epoch  15 Batch   52/269 - Train Accuracy:  0.813, Validation Accuracy:  0.821, Loss:  0.073
Epoch  15 Batch   53/269 - Train Accuracy:  0.850, Validation Accuracy:  0.824, Loss:  0.076
Epoch  15 Batch   54/269 - Train Accuracy:  0.848, Validation Accuracy:  0.827, Loss:  0.071
Epoch  15 Batch   55/269 - Train Accuracy:  0.834, Validation Accuracy:  0.830, Loss:  0.080
Epoch  15 Batch   56/269 - Train Accuracy:  0.843, Validation Accuracy:  0.839, Loss:  0.073
Epoch  15 Batch   57/269 - Train Accuracy:  0.846, Validation Accuracy:  0.840, Loss:  0.076
Epoch  15 Batch   58/269 - Train Accuracy:  0.845, Validation Accuracy:  0.842, Loss:  0.072
Epoch  15 Batch   59/269 - Train Accuracy:  0.867, Validation Accuracy:  0.830, Loss:  0.068
Epoch  15 Batch   60/269 - Train Accuracy:  0.831, Validation Accuracy:  0.826, Loss:  0.078
Epoch  15 Batch   61/269 - Train Accuracy:  0.837, Validation Accuracy:  0.817, Loss:  0.070
Epoch  15 Batch   62/269 - Train Accuracy:  0.846, Validation Accuracy:  0.812, Loss:  0.075
Epoch  15 Batch   63/269 - Train Accuracy:  0.834, Validation Accuracy:  0.818, Loss:  0.078
Epoch  15 Batch   64/269 - Train Accuracy:  0.831, Validation Accuracy:  0.823, Loss:  0.072
Epoch  15 Batch   65/269 - Train Accuracy:  0.851, Validation Accuracy:  0.832, Loss:  0.072
Epoch  15 Batch   66/269 - Train Accuracy:  0.839, Validation Accuracy:  0.843, Loss:  0.075
Epoch  15 Batch   67/269 - Train Accuracy:  0.830, Validation Accuracy:  0.842, Loss:  0.080
Epoch  15 Batch   68/269 - Train Accuracy:  0.817, Validation Accuracy:  0.832, Loss:  0.082
Epoch  15 Batch   69/269 - Train Accuracy:  0.827, Validation Accuracy:  0.832, Loss:  0.082
Epoch  15 Batch   70/269 - Train Accuracy:  0.864, Validation Accuracy:  0.829, Loss:  0.072
Epoch  15 Batch   71/269 - Train Accuracy:  0.843, Validation Accuracy:  0.829, Loss:  0.084
Epoch  15 Batch   72/269 - Train Accuracy:  0.841, Validation Accuracy:  0.826, Loss:  0.076
Epoch  15 Batch   73/269 - Train Accuracy:  0.846, Validation Accuracy:  0.826, Loss:  0.074
Epoch  15 Batch   74/269 - Train Accuracy:  0.853, Validation Accuracy:  0.821, Loss:  0.068
Epoch  15 Batch   75/269 - Train Accuracy:  0.836, Validation Accuracy:  0.819, Loss:  0.075
Epoch  15 Batch   76/269 - Train Accuracy:  0.825, Validation Accuracy:  0.820, Loss:  0.078
Epoch  15 Batch   77/269 - Train Accuracy:  0.844, Validation Accuracy:  0.829, Loss:  0.073
Epoch  15 Batch   78/269 - Train Accuracy:  0.848, Validation Accuracy:  0.846, Loss:  0.075
Epoch  15 Batch   79/269 - Train Accuracy:  0.835, Validation Accuracy:  0.848, Loss:  0.078
Epoch  15 Batch   80/269 - Train Accuracy:  0.858, Validation Accuracy:  0.849, Loss:  0.073
Epoch  15 Batch   81/269 - Train Accuracy:  0.844, Validation Accuracy:  0.845, Loss:  0.076
Epoch  15 Batch   82/269 - Train Accuracy:  0.855, Validation Accuracy:  0.842, Loss:  0.064
Epoch  15 Batch   83/269 - Train Accuracy:  0.833, Validation Accuracy:  0.833, Loss:  0.084
Epoch  15 Batch   84/269 - Train Accuracy:  0.852, Validation Accuracy:  0.830, Loss:  0.070
Epoch  15 Batch   85/269 - Train Accuracy:  0.847, Validation Accuracy:  0.834, Loss:  0.074
Epoch  15 Batch   86/269 - Train Accuracy:  0.832, Validation Accuracy:  0.833, Loss:  0.072
Epoch  15 Batch   87/269 - Train Accuracy:  0.837, Validation Accuracy:  0.829, Loss:  0.077
Epoch  15 Batch   88/269 - Train Accuracy:  0.842, Validation Accuracy:  0.843, Loss:  0.073
Epoch  15 Batch   89/269 - Train Accuracy:  0.858, Validation Accuracy:  0.848, Loss:  0.072
Epoch  15 Batch   90/269 - Train Accuracy:  0.834, Validation Accuracy:  0.837, Loss:  0.077
Epoch  15 Batch   91/269 - Train Accuracy:  0.840, Validation Accuracy:  0.836, Loss:  0.071
Epoch  15 Batch   92/269 - Train Accuracy:  0.851, Validation Accuracy:  0.831, Loss:  0.074
Epoch  15 Batch   93/269 - Train Accuracy:  0.854, Validation Accuracy:  0.830, Loss:  0.068
Epoch  15 Batch   94/269 - Train Accuracy:  0.828, Validation Accuracy:  0.827, Loss:  0.083
Epoch  15 Batch   95/269 - Train Accuracy:  0.843, Validation Accuracy:  0.827, Loss:  0.072
Epoch  15 Batch   96/269 - Train Accuracy:  0.820, Validation Accuracy:  0.842, Loss:  0.077
Epoch  15 Batch   97/269 - Train Accuracy:  0.839, Validation Accuracy:  0.847, Loss:  0.079
Epoch  15 Batch   98/269 - Train Accuracy:  0.842, Validation Accuracy:  0.851, Loss:  0.077
Epoch  15 Batch   99/269 - Train Accuracy:  0.827, Validation Accuracy:  0.848, Loss:  0.072
Epoch  15 Batch  100/269 - Train Accuracy:  0.866, Validation Accuracy:  0.847, Loss:  0.068
Epoch  15 Batch  101/269 - Train Accuracy:  0.824, Validation Accuracy:  0.852, Loss:  0.084
Epoch  15 Batch  102/269 - Train Accuracy:  0.851, Validation Accuracy:  0.854, Loss:  0.072
Epoch  15 Batch  103/269 - Train Accuracy:  0.829, Validation Accuracy:  0.833, Loss:  0.079
Epoch  15 Batch  104/269 - Train Accuracy:  0.857, Validation Accuracy:  0.820, Loss:  0.067
Epoch  15 Batch  105/269 - Train Accuracy:  0.828, Validation Accuracy:  0.821, Loss:  0.075
Epoch  15 Batch  106/269 - Train Accuracy:  0.846, Validation Accuracy:  0.844, Loss:  0.073
Epoch  15 Batch  107/269 - Train Accuracy:  0.841, Validation Accuracy:  0.858, Loss:  0.072
Epoch  15 Batch  108/269 - Train Accuracy:  0.849, Validation Accuracy:  0.858, Loss:  0.071
Epoch  15 Batch  109/269 - Train Accuracy:  0.819, Validation Accuracy:  0.855, Loss:  0.081
Epoch  15 Batch  110/269 - Train Accuracy:  0.841, Validation Accuracy:  0.847, Loss:  0.072
Epoch  15 Batch  111/269 - Train Accuracy:  0.823, Validation Accuracy:  0.834, Loss:  0.073
Epoch  15 Batch  112/269 - Train Accuracy:  0.836, Validation Accuracy:  0.832, Loss:  0.070
Epoch  15 Batch  113/269 - Train Accuracy:  0.846, Validation Accuracy:  0.831, Loss:  0.070
Epoch  15 Batch  114/269 - Train Accuracy:  0.841, Validation Accuracy:  0.824, Loss:  0.075
Epoch  15 Batch  115/269 - Train Accuracy:  0.836, Validation Accuracy:  0.832, Loss:  0.075
Epoch  15 Batch  116/269 - Train Accuracy:  0.842, Validation Accuracy:  0.838, Loss:  0.072
Epoch  15 Batch  117/269 - Train Accuracy:  0.840, Validation Accuracy:  0.852, Loss:  0.077
Epoch  15 Batch  118/269 - Train Accuracy:  0.861, Validation Accuracy:  0.855, Loss:  0.067
Epoch  15 Batch  119/269 - Train Accuracy:  0.848, Validation Accuracy:  0.855, Loss:  0.070
Epoch  15 Batch  120/269 - Train Accuracy:  0.835, Validation Accuracy:  0.858, Loss:  0.079
Epoch  15 Batch  121/269 - Train Accuracy:  0.833, Validation Accuracy:  0.857, Loss:  0.069
Epoch  15 Batch  122/269 - Train Accuracy:  0.854, Validation Accuracy:  0.845, Loss:  0.067
Epoch  15 Batch  123/269 - Train Accuracy:  0.832, Validation Accuracy:  0.836, Loss:  0.073
Epoch  15 Batch  124/269 - Train Accuracy:  0.830, Validation Accuracy:  0.840, Loss:  0.073
Epoch  15 Batch  125/269 - Train Accuracy:  0.827, Validation Accuracy:  0.838, Loss:  0.075
Epoch  15 Batch  126/269 - Train Accuracy:  0.840, Validation Accuracy:  0.844, Loss:  0.070
Epoch  15 Batch  127/269 - Train Accuracy:  0.844, Validation Accuracy:  0.844, Loss:  0.074
Epoch  15 Batch  128/269 - Train Accuracy:  0.845, Validation Accuracy:  0.843, Loss:  0.076
Epoch  15 Batch  129/269 - Train Accuracy:  0.847, Validation Accuracy:  0.846, Loss:  0.074
Epoch  15 Batch  130/269 - Train Accuracy:  0.840, Validation Accuracy:  0.850, Loss:  0.076
Epoch  15 Batch  131/269 - Train Accuracy:  0.824, Validation Accuracy:  0.842, Loss:  0.076
Epoch  15 Batch  132/269 - Train Accuracy:  0.831, Validation Accuracy:  0.833, Loss:  0.079
Epoch  15 Batch  133/269 - Train Accuracy:  0.834, Validation Accuracy:  0.828, Loss:  0.071
Epoch  15 Batch  134/269 - Train Accuracy:  0.838, Validation Accuracy:  0.828, Loss:  0.078
Epoch  15 Batch  135/269 - Train Accuracy:  0.840, Validation Accuracy:  0.830, Loss:  0.075
Epoch  15 Batch  136/269 - Train Accuracy:  0.838, Validation Accuracy:  0.837, Loss:  0.077
Epoch  15 Batch  137/269 - Train Accuracy:  0.849, Validation Accuracy:  0.841, Loss:  0.076
Epoch  15 Batch  138/269 - Train Accuracy:  0.821, Validation Accuracy:  0.843, Loss:  0.081
Epoch  15 Batch  139/269 - Train Accuracy:  0.859, Validation Accuracy:  0.849, Loss:  0.069
Epoch  15 Batch  140/269 - Train Accuracy:  0.847, Validation Accuracy:  0.855, Loss:  0.079
Epoch  15 Batch  141/269 - Train Accuracy:  0.846, Validation Accuracy:  0.850, Loss:  0.076
Epoch  15 Batch  142/269 - Train Accuracy:  0.845, Validation Accuracy:  0.849, Loss:  0.072
Epoch  15 Batch  143/269 - Train Accuracy:  0.860, Validation Accuracy:  0.849, Loss:  0.068
Epoch  15 Batch  144/269 - Train Accuracy:  0.852, Validation Accuracy:  0.845, Loss:  0.067
Epoch  15 Batch  145/269 - Train Accuracy:  0.850, Validation Accuracy:  0.841, Loss:  0.072
Epoch  15 Batch  146/269 - Train Accuracy:  0.878, Validation Accuracy:  0.846, Loss:  0.068
Epoch  15 Batch  147/269 - Train Accuracy:  0.849, Validation Accuracy:  0.842, Loss:  0.073
Epoch  15 Batch  148/269 - Train Accuracy:  0.857, Validation Accuracy:  0.849, Loss:  0.074
Epoch  15 Batch  149/269 - Train Accuracy:  0.843, Validation Accuracy:  0.846, Loss:  0.079
Epoch  15 Batch  150/269 - Train Accuracy:  0.852, Validation Accuracy:  0.845, Loss:  0.076
Epoch  15 Batch  151/269 - Train Accuracy:  0.867, Validation Accuracy:  0.854, Loss:  0.069
Epoch  15 Batch  152/269 - Train Accuracy:  0.846, Validation Accuracy:  0.857, Loss:  0.070
Epoch  15 Batch  153/269 - Train Accuracy:  0.854, Validation Accuracy:  0.844, Loss:  0.067
Epoch  15 Batch  154/269 - Train Accuracy:  0.851, Validation Accuracy:  0.839, Loss:  0.073
Epoch  15 Batch  155/269 - Train Accuracy:  0.855, Validation Accuracy:  0.843, Loss:  0.070
Epoch  15 Batch  156/269 - Train Accuracy:  0.828, Validation Accuracy:  0.847, Loss:  0.076
Epoch  15 Batch  157/269 - Train Accuracy:  0.836, Validation Accuracy:  0.845, Loss:  0.069
Epoch  15 Batch  158/269 - Train Accuracy:  0.830, Validation Accuracy:  0.841, Loss:  0.069
Epoch  15 Batch  159/269 - Train Accuracy:  0.849, Validation Accuracy:  0.850, Loss:  0.071
Epoch  15 Batch  160/269 - Train Accuracy:  0.857, Validation Accuracy:  0.856, Loss:  0.069
Epoch  15 Batch  161/269 - Train Accuracy:  0.864, Validation Accuracy:  0.856, Loss:  0.068
Epoch  15 Batch  162/269 - Train Accuracy:  0.848, Validation Accuracy:  0.859, Loss:  0.071
Epoch  15 Batch  163/269 - Train Accuracy:  0.864, Validation Accuracy:  0.854, Loss:  0.071
Epoch  15 Batch  164/269 - Train Accuracy:  0.854, Validation Accuracy:  0.849, Loss:  0.075
Epoch  15 Batch  165/269 - Train Accuracy:  0.856, Validation Accuracy:  0.842, Loss:  0.071
Epoch  15 Batch  166/269 - Train Accuracy:  0.845, Validation Accuracy:  0.837, Loss:  0.070
Epoch  15 Batch  167/269 - Train Accuracy:  0.851, Validation Accuracy:  0.842, Loss:  0.066
Epoch  15 Batch  168/269 - Train Accuracy:  0.854, Validation Accuracy:  0.842, Loss:  0.071
Epoch  15 Batch  169/269 - Train Accuracy:  0.845, Validation Accuracy:  0.845, Loss:  0.067
Epoch  15 Batch  170/269 - Train Accuracy:  0.847, Validation Accuracy:  0.847, Loss:  0.073
Epoch  15 Batch  171/269 - Train Accuracy:  0.848, Validation Accuracy:  0.845, Loss:  0.075
Epoch  15 Batch  172/269 - Train Accuracy:  0.826, Validation Accuracy:  0.846, Loss:  0.076
Epoch  15 Batch  173/269 - Train Accuracy:  0.850, Validation Accuracy:  0.837, Loss:  0.070
Epoch  15 Batch  174/269 - Train Accuracy:  0.841, Validation Accuracy:  0.837, Loss:  0.071
Epoch  15 Batch  175/269 - Train Accuracy:  0.836, Validation Accuracy:  0.839, Loss:  0.077
Epoch  15 Batch  176/269 - Train Accuracy:  0.826, Validation Accuracy:  0.838, Loss:  0.072
Epoch  15 Batch  177/269 - Train Accuracy:  0.849, Validation Accuracy:  0.845, Loss:  0.065
Epoch  15 Batch  178/269 - Train Accuracy:  0.848, Validation Accuracy:  0.850, Loss:  0.065
Epoch  15 Batch  179/269 - Train Accuracy:  0.861, Validation Accuracy:  0.856, Loss:  0.072
Epoch  15 Batch  180/269 - Train Accuracy:  0.858, Validation Accuracy:  0.860, Loss:  0.069
Epoch  15 Batch  181/269 - Train Accuracy:  0.842, Validation Accuracy:  0.855, Loss:  0.074
Epoch  15 Batch  182/269 - Train Accuracy:  0.863, Validation Accuracy:  0.857, Loss:  0.070
Epoch  15 Batch  183/269 - Train Accuracy:  0.865, Validation Accuracy:  0.855, Loss:  0.059
Epoch  15 Batch  184/269 - Train Accuracy:  0.842, Validation Accuracy:  0.853, Loss:  0.076
Epoch  15 Batch  185/269 - Train Accuracy:  0.844, Validation Accuracy:  0.848, Loss:  0.067
Epoch  15 Batch  186/269 - Train Accuracy:  0.841, Validation Accuracy:  0.845, Loss:  0.068
Epoch  15 Batch  187/269 - Train Accuracy:  0.846, Validation Accuracy:  0.842, Loss:  0.068
Epoch  15 Batch  188/269 - Train Accuracy:  0.848, Validation Accuracy:  0.843, Loss:  0.064
Epoch  15 Batch  189/269 - Train Accuracy:  0.848, Validation Accuracy:  0.847, Loss:  0.073
Epoch  15 Batch  190/269 - Train Accuracy:  0.841, Validation Accuracy:  0.846, Loss:  0.067
Epoch  15 Batch  191/269 - Train Accuracy:  0.865, Validation Accuracy:  0.841, Loss:  0.065
Epoch  15 Batch  192/269 - Train Accuracy:  0.849, Validation Accuracy:  0.841, Loss:  0.068
Epoch  15 Batch  193/269 - Train Accuracy:  0.853, Validation Accuracy:  0.848, Loss:  0.070
Epoch  15 Batch  194/269 - Train Accuracy:  0.860, Validation Accuracy:  0.852, Loss:  0.069
Epoch  15 Batch  195/269 - Train Accuracy:  0.849, Validation Accuracy:  0.853, Loss:  0.068
Epoch  15 Batch  196/269 - Train Accuracy:  0.834, Validation Accuracy:  0.851, Loss:  0.073
Epoch  15 Batch  197/269 - Train Accuracy:  0.824, Validation Accuracy:  0.846, Loss:  0.073
Epoch  15 Batch  198/269 - Train Accuracy:  0.828, Validation Accuracy:  0.841, Loss:  0.072
Epoch  15 Batch  199/269 - Train Accuracy:  0.851, Validation Accuracy:  0.832, Loss:  0.072
Epoch  15 Batch  200/269 - Train Accuracy:  0.854, Validation Accuracy:  0.840, Loss:  0.069
Epoch  15 Batch  201/269 - Train Accuracy:  0.850, Validation Accuracy:  0.853, Loss:  0.068
Epoch  15 Batch  202/269 - Train Accuracy:  0.847, Validation Accuracy:  0.862, Loss:  0.071
Epoch  15 Batch  203/269 - Train Accuracy:  0.851, Validation Accuracy:  0.860, Loss:  0.074
Epoch  15 Batch  204/269 - Train Accuracy:  0.850, Validation Accuracy:  0.856, Loss:  0.072
Epoch  15 Batch  205/269 - Train Accuracy:  0.835, Validation Accuracy:  0.839, Loss:  0.068
Epoch  15 Batch  206/269 - Train Accuracy:  0.832, Validation Accuracy:  0.836, Loss:  0.073
Epoch  15 Batch  207/269 - Train Accuracy:  0.855, Validation Accuracy:  0.842, Loss:  0.065
Epoch  15 Batch  208/269 - Train Accuracy:  0.855, Validation Accuracy:  0.843, Loss:  0.072
Epoch  15 Batch  209/269 - Train Accuracy:  0.849, Validation Accuracy:  0.846, Loss:  0.067
Epoch  15 Batch  210/269 - Train Accuracy:  0.850, Validation Accuracy:  0.851, Loss:  0.068
Epoch  15 Batch  211/269 - Train Accuracy:  0.848, Validation Accuracy:  0.851, Loss:  0.073
Epoch  15 Batch  212/269 - Train Accuracy:  0.845, Validation Accuracy:  0.852, Loss:  0.071
Epoch  15 Batch  213/269 - Train Accuracy:  0.832, Validation Accuracy:  0.846, Loss:  0.072
Epoch  15 Batch  214/269 - Train Accuracy:  0.841, Validation Accuracy:  0.843, Loss:  0.070
Epoch  15 Batch  215/269 - Train Accuracy:  0.846, Validation Accuracy:  0.839, Loss:  0.072
Epoch  15 Batch  216/269 - Train Accuracy:  0.836, Validation Accuracy:  0.836, Loss:  0.081
Epoch  15 Batch  217/269 - Train Accuracy:  0.833, Validation Accuracy:  0.841, Loss:  0.072
Epoch  15 Batch  218/269 - Train Accuracy:  0.859, Validation Accuracy:  0.838, Loss:  0.069
Epoch  15 Batch  219/269 - Train Accuracy:  0.864, Validation Accuracy:  0.843, Loss:  0.066
Epoch  15 Batch  220/269 - Train Accuracy:  0.847, Validation Accuracy:  0.837, Loss:  0.065
Epoch  15 Batch  221/269 - Train Accuracy:  0.864, Validation Accuracy:  0.837, Loss:  0.064
Epoch  15 Batch  222/269 - Train Accuracy:  0.850, Validation Accuracy:  0.838, Loss:  0.067
Epoch  15 Batch  223/269 - Train Accuracy:  0.845, Validation Accuracy:  0.840, Loss:  0.067
Epoch  15 Batch  224/269 - Train Accuracy:  0.861, Validation Accuracy:  0.846, Loss:  0.071
Epoch  15 Batch  225/269 - Train Accuracy:  0.831, Validation Accuracy:  0.848, Loss:  0.071
Epoch  15 Batch  226/269 - Train Accuracy:  0.840, Validation Accuracy:  0.846, Loss:  0.071
Epoch  15 Batch  227/269 - Train Accuracy:  0.868, Validation Accuracy:  0.839, Loss:  0.064
Epoch  15 Batch  228/269 - Train Accuracy:  0.842, Validation Accuracy:  0.841, Loss:  0.068
Epoch  15 Batch  229/269 - Train Accuracy:  0.853, Validation Accuracy:  0.832, Loss:  0.065
Epoch  15 Batch  230/269 - Train Accuracy:  0.831, Validation Accuracy:  0.836, Loss:  0.071
Epoch  15 Batch  231/269 - Train Accuracy:  0.823, Validation Accuracy:  0.848, Loss:  0.076
Epoch  15 Batch  232/269 - Train Accuracy:  0.835, Validation Accuracy:  0.858, Loss:  0.074
Epoch  15 Batch  233/269 - Train Accuracy:  0.845, Validation Accuracy:  0.847, Loss:  0.072
Epoch  15 Batch  234/269 - Train Accuracy:  0.847, Validation Accuracy:  0.843, Loss:  0.067
Epoch  15 Batch  235/269 - Train Accuracy:  0.877, Validation Accuracy:  0.844, Loss:  0.058
Epoch  15 Batch  236/269 - Train Accuracy:  0.862, Validation Accuracy:  0.845, Loss:  0.065
Epoch  15 Batch  237/269 - Train Accuracy:  0.854, Validation Accuracy:  0.844, Loss:  0.072
Epoch  15 Batch  238/269 - Train Accuracy:  0.837, Validation Accuracy:  0.843, Loss:  0.067
Epoch  15 Batch  239/269 - Train Accuracy:  0.862, Validation Accuracy:  0.830, Loss:  0.063
Epoch  15 Batch  240/269 - Train Accuracy:  0.861, Validation Accuracy:  0.833, Loss:  0.060
Epoch  15 Batch  241/269 - Train Accuracy:  0.848, Validation Accuracy:  0.843, Loss:  0.068
Epoch  15 Batch  242/269 - Train Accuracy:  0.850, Validation Accuracy:  0.841, Loss:  0.067
Epoch  15 Batch  243/269 - Train Accuracy:  0.865, Validation Accuracy:  0.847, Loss:  0.062
Epoch  15 Batch  244/269 - Train Accuracy:  0.819, Validation Accuracy:  0.848, Loss:  0.076
Epoch  15 Batch  245/269 - Train Accuracy:  0.839, Validation Accuracy:  0.852, Loss:  0.067
Epoch  15 Batch  246/269 - Train Accuracy:  0.831, Validation Accuracy:  0.848, Loss:  0.068
Epoch  15 Batch  247/269 - Train Accuracy:  0.856, Validation Accuracy:  0.853, Loss:  0.068
Epoch  15 Batch  248/269 - Train Accuracy:  0.856, Validation Accuracy:  0.846, Loss:  0.067
Epoch  15 Batch  249/269 - Train Accuracy:  0.862, Validation Accuracy:  0.849, Loss:  0.060
Epoch  15 Batch  250/269 - Train Accuracy:  0.851, Validation Accuracy:  0.851, Loss:  0.068
Epoch  15 Batch  251/269 - Train Accuracy:  0.876, Validation Accuracy:  0.849, Loss:  0.064
Epoch  15 Batch  252/269 - Train Accuracy:  0.860, Validation Accuracy:  0.852, Loss:  0.071
Epoch  15 Batch  253/269 - Train Accuracy:  0.840, Validation Accuracy:  0.854, Loss:  0.071
Epoch  15 Batch  254/269 - Train Accuracy:  0.834, Validation Accuracy:  0.853, Loss:  0.070
Epoch  15 Batch  255/269 - Train Accuracy:  0.879, Validation Accuracy:  0.853, Loss:  0.060
Epoch  15 Batch  256/269 - Train Accuracy:  0.829, Validation Accuracy:  0.849, Loss:  0.066
Epoch  15 Batch  257/269 - Train Accuracy:  0.830, Validation Accuracy:  0.850, Loss:  0.074
Epoch  15 Batch  258/269 - Train Accuracy:  0.842, Validation Accuracy:  0.852, Loss:  0.067
Epoch  15 Batch  259/269 - Train Accuracy:  0.865, Validation Accuracy:  0.851, Loss:  0.065
Epoch  15 Batch  260/269 - Train Accuracy:  0.856, Validation Accuracy:  0.851, Loss:  0.072
Epoch  15 Batch  261/269 - Train Accuracy:  0.848, Validation Accuracy:  0.860, Loss:  0.070
Epoch  15 Batch  262/269 - Train Accuracy:  0.849, Validation Accuracy:  0.859, Loss:  0.065
Epoch  15 Batch  263/269 - Train Accuracy:  0.851, Validation Accuracy:  0.870, Loss:  0.070
Epoch  15 Batch  264/269 - Train Accuracy:  0.843, Validation Accuracy:  0.863, Loss:  0.072
Epoch  15 Batch  265/269 - Train Accuracy:  0.839, Validation Accuracy:  0.852, Loss:  0.072
Epoch  15 Batch  266/269 - Train Accuracy:  0.848, Validation Accuracy:  0.847, Loss:  0.067
Epoch  15 Batch  267/269 - Train Accuracy:  0.848, Validation Accuracy:  0.848, Loss:  0.068
Epoch  16 Batch    0/269 - Train Accuracy:  0.850, Validation Accuracy:  0.854, Loss:  0.072
Epoch  16 Batch    1/269 - Train Accuracy:  0.853, Validation Accuracy:  0.854, Loss:  0.069
Epoch  16 Batch    2/269 - Train Accuracy:  0.842, Validation Accuracy:  0.851, Loss:  0.068
Epoch  16 Batch    3/269 - Train Accuracy:  0.859, Validation Accuracy:  0.847, Loss:  0.067
Epoch  16 Batch    4/269 - Train Accuracy:  0.829, Validation Accuracy:  0.844, Loss:  0.074
Epoch  16 Batch    5/269 - Train Accuracy:  0.835, Validation Accuracy:  0.843, Loss:  0.074
Epoch  16 Batch    6/269 - Train Accuracy:  0.850, Validation Accuracy:  0.833, Loss:  0.070
Epoch  16 Batch    7/269 - Train Accuracy:  0.850, Validation Accuracy:  0.831, Loss:  0.065
Epoch  16 Batch    8/269 - Train Accuracy:  0.843, Validation Accuracy:  0.836, Loss:  0.073
Epoch  16 Batch    9/269 - Train Accuracy:  0.836, Validation Accuracy:  0.846, Loss:  0.074
Epoch  16 Batch   10/269 - Train Accuracy:  0.851, Validation Accuracy:  0.848, Loss:  0.072
Epoch  16 Batch   11/269 - Train Accuracy:  0.849, Validation Accuracy:  0.850, Loss:  0.074
Epoch  16 Batch   12/269 - Train Accuracy:  0.830, Validation Accuracy:  0.853, Loss:  0.070
Epoch  16 Batch   13/269 - Train Accuracy:  0.865, Validation Accuracy:  0.850, Loss:  0.064
Epoch  16 Batch   14/269 - Train Accuracy:  0.849, Validation Accuracy:  0.846, Loss:  0.067
Epoch  16 Batch   15/269 - Train Accuracy:  0.857, Validation Accuracy:  0.848, Loss:  0.064
Epoch  16 Batch   16/269 - Train Accuracy:  0.845, Validation Accuracy:  0.848, Loss:  0.071
Epoch  16 Batch   17/269 - Train Accuracy:  0.861, Validation Accuracy:  0.851, Loss:  0.066
Epoch  16 Batch   18/269 - Train Accuracy:  0.862, Validation Accuracy:  0.847, Loss:  0.072
Epoch  16 Batch   19/269 - Train Accuracy:  0.861, Validation Accuracy:  0.852, Loss:  0.061
Epoch  16 Batch   20/269 - Train Accuracy:  0.837, Validation Accuracy:  0.859, Loss:  0.071
Epoch  16 Batch   21/269 - Train Accuracy:  0.844, Validation Accuracy:  0.859, Loss:  0.076
Epoch  16 Batch   22/269 - Train Accuracy:  0.851, Validation Accuracy:  0.857, Loss:  0.069
Epoch  16 Batch   23/269 - Train Accuracy:  0.843, Validation Accuracy:  0.850, Loss:  0.068
Epoch  16 Batch   24/269 - Train Accuracy:  0.851, Validation Accuracy:  0.846, Loss:  0.071
Epoch  16 Batch   25/269 - Train Accuracy:  0.842, Validation Accuracy:  0.851, Loss:  0.072
Epoch  16 Batch   26/269 - Train Accuracy:  0.851, Validation Accuracy:  0.834, Loss:  0.067
Epoch  16 Batch   27/269 - Train Accuracy:  0.840, Validation Accuracy:  0.828, Loss:  0.068
Epoch  16 Batch   28/269 - Train Accuracy:  0.826, Validation Accuracy:  0.832, Loss:  0.075
Epoch  16 Batch   29/269 - Train Accuracy:  0.830, Validation Accuracy:  0.845, Loss:  0.068
Epoch  16 Batch   30/269 - Train Accuracy:  0.853, Validation Accuracy:  0.854, Loss:  0.066
Epoch  16 Batch   31/269 - Train Accuracy:  0.860, Validation Accuracy:  0.852, Loss:  0.059
Epoch  16 Batch   32/269 - Train Accuracy:  0.863, Validation Accuracy:  0.848, Loss:  0.061
Epoch  16 Batch   33/269 - Train Accuracy:  0.856, Validation Accuracy:  0.846, Loss:  0.064
Epoch  16 Batch   34/269 - Train Accuracy:  0.841, Validation Accuracy:  0.851, Loss:  0.071
Epoch  16 Batch   35/269 - Train Accuracy:  0.859, Validation Accuracy:  0.857, Loss:  0.075
Epoch  16 Batch   36/269 - Train Accuracy:  0.855, Validation Accuracy:  0.853, Loss:  0.069
Epoch  16 Batch   37/269 - Train Accuracy:  0.855, Validation Accuracy:  0.845, Loss:  0.066
Epoch  16 Batch   38/269 - Train Accuracy:  0.842, Validation Accuracy:  0.845, Loss:  0.066
Epoch  16 Batch   39/269 - Train Accuracy:  0.869, Validation Accuracy:  0.856, Loss:  0.066
Epoch  16 Batch   40/269 - Train Accuracy:  0.850, Validation Accuracy:  0.864, Loss:  0.068
Epoch  16 Batch   41/269 - Train Accuracy:  0.849, Validation Accuracy:  0.862, Loss:  0.066
Epoch  16 Batch   42/269 - Train Accuracy:  0.854, Validation Accuracy:  0.856, Loss:  0.063
Epoch  16 Batch   43/269 - Train Accuracy:  0.854, Validation Accuracy:  0.864, Loss:  0.065
Epoch  16 Batch   44/269 - Train Accuracy:  0.863, Validation Accuracy:  0.858, Loss:  0.067
Epoch  16 Batch   45/269 - Train Accuracy:  0.851, Validation Accuracy:  0.858, Loss:  0.066
Epoch  16 Batch   46/269 - Train Accuracy:  0.854, Validation Accuracy:  0.855, Loss:  0.063
Epoch  16 Batch   47/269 - Train Accuracy:  0.874, Validation Accuracy:  0.858, Loss:  0.058
Epoch  16 Batch   48/269 - Train Accuracy:  0.861, Validation Accuracy:  0.854, Loss:  0.060
Epoch  16 Batch   49/269 - Train Accuracy:  0.858, Validation Accuracy:  0.856, Loss:  0.065
Epoch  16 Batch   50/269 - Train Accuracy:  0.852, Validation Accuracy:  0.860, Loss:  0.069
Epoch  16 Batch   51/269 - Train Accuracy:  0.851, Validation Accuracy:  0.854, Loss:  0.069
Epoch  16 Batch   52/269 - Train Accuracy:  0.827, Validation Accuracy:  0.841, Loss:  0.065
Epoch  16 Batch   53/269 - Train Accuracy:  0.859, Validation Accuracy:  0.836, Loss:  0.064
Epoch  16 Batch   54/269 - Train Accuracy:  0.854, Validation Accuracy:  0.836, Loss:  0.061
Epoch  16 Batch   55/269 - Train Accuracy:  0.842, Validation Accuracy:  0.844, Loss:  0.068
Epoch  16 Batch   56/269 - Train Accuracy:  0.852, Validation Accuracy:  0.850, Loss:  0.064
Epoch  16 Batch   57/269 - Train Accuracy:  0.855, Validation Accuracy:  0.855, Loss:  0.065
Epoch  16 Batch   58/269 - Train Accuracy:  0.845, Validation Accuracy:  0.851, Loss:  0.065
Epoch  16 Batch   59/269 - Train Accuracy:  0.873, Validation Accuracy:  0.850, Loss:  0.061
Epoch  16 Batch   60/269 - Train Accuracy:  0.852, Validation Accuracy:  0.846, Loss:  0.066
Epoch  16 Batch   61/269 - Train Accuracy:  0.865, Validation Accuracy:  0.843, Loss:  0.059
Epoch  16 Batch   62/269 - Train Accuracy:  0.844, Validation Accuracy:  0.841, Loss:  0.065
Epoch  16 Batch   63/269 - Train Accuracy:  0.851, Validation Accuracy:  0.844, Loss:  0.069
Epoch  16 Batch   64/269 - Train Accuracy:  0.846, Validation Accuracy:  0.845, Loss:  0.064
Epoch  16 Batch   65/269 - Train Accuracy:  0.850, Validation Accuracy:  0.851, Loss:  0.065
Epoch  16 Batch   66/269 - Train Accuracy:  0.847, Validation Accuracy:  0.855, Loss:  0.066
Epoch  16 Batch   67/269 - Train Accuracy:  0.846, Validation Accuracy:  0.849, Loss:  0.071
Epoch  16 Batch   68/269 - Train Accuracy:  0.832, Validation Accuracy:  0.846, Loss:  0.070
Epoch  16 Batch   69/269 - Train Accuracy:  0.835, Validation Accuracy:  0.843, Loss:  0.072
Epoch  16 Batch   70/269 - Train Accuracy:  0.875, Validation Accuracy:  0.842, Loss:  0.060
Epoch  16 Batch   71/269 - Train Accuracy:  0.849, Validation Accuracy:  0.849, Loss:  0.074
Epoch  16 Batch   72/269 - Train Accuracy:  0.867, Validation Accuracy:  0.854, Loss:  0.066
Epoch  16 Batch   73/269 - Train Accuracy:  0.855, Validation Accuracy:  0.852, Loss:  0.063
Epoch  16 Batch   74/269 - Train Accuracy:  0.867, Validation Accuracy:  0.842, Loss:  0.062
Epoch  16 Batch   75/269 - Train Accuracy:  0.845, Validation Accuracy:  0.828, Loss:  0.065
Epoch  16 Batch   76/269 - Train Accuracy:  0.835, Validation Accuracy:  0.823, Loss:  0.066
Epoch  16 Batch   77/269 - Train Accuracy:  0.858, Validation Accuracy:  0.839, Loss:  0.067
Epoch  16 Batch   78/269 - Train Accuracy:  0.853, Validation Accuracy:  0.862, Loss:  0.065
Epoch  16 Batch   79/269 - Train Accuracy:  0.839, Validation Accuracy:  0.861, Loss:  0.067
Epoch  16 Batch   80/269 - Train Accuracy:  0.861, Validation Accuracy:  0.856, Loss:  0.061
Epoch  16 Batch   81/269 - Train Accuracy:  0.867, Validation Accuracy:  0.856, Loss:  0.067
Epoch  16 Batch   82/269 - Train Accuracy:  0.866, Validation Accuracy:  0.860, Loss:  0.057
Epoch  16 Batch   83/269 - Train Accuracy:  0.848, Validation Accuracy:  0.850, Loss:  0.072
Epoch  16 Batch   84/269 - Train Accuracy:  0.848, Validation Accuracy:  0.847, Loss:  0.064
Epoch  16 Batch   85/269 - Train Accuracy:  0.855, Validation Accuracy:  0.852, Loss:  0.065
Epoch  16 Batch   86/269 - Train Accuracy:  0.837, Validation Accuracy:  0.853, Loss:  0.068
Epoch  16 Batch   87/269 - Train Accuracy:  0.854, Validation Accuracy:  0.854, Loss:  0.066
Epoch  16 Batch   88/269 - Train Accuracy:  0.859, Validation Accuracy:  0.856, Loss:  0.064
Epoch  16 Batch   89/269 - Train Accuracy:  0.864, Validation Accuracy:  0.859, Loss:  0.064
Epoch  16 Batch   90/269 - Train Accuracy:  0.843, Validation Accuracy:  0.854, Loss:  0.070
Epoch  16 Batch   91/269 - Train Accuracy:  0.841, Validation Accuracy:  0.853, Loss:  0.065
Epoch  16 Batch   92/269 - Train Accuracy:  0.859, Validation Accuracy:  0.850, Loss:  0.065
Epoch  16 Batch   93/269 - Train Accuracy:  0.857, Validation Accuracy:  0.856, Loss:  0.064
Epoch  16 Batch   94/269 - Train Accuracy:  0.845, Validation Accuracy:  0.857, Loss:  0.071
Epoch  16 Batch   95/269 - Train Accuracy:  0.856, Validation Accuracy:  0.847, Loss:  0.065
Epoch  16 Batch   96/269 - Train Accuracy:  0.836, Validation Accuracy:  0.848, Loss:  0.069
Epoch  16 Batch   97/269 - Train Accuracy:  0.840, Validation Accuracy:  0.849, Loss:  0.067
Epoch  16 Batch   98/269 - Train Accuracy:  0.854, Validation Accuracy:  0.850, Loss:  0.066
Epoch  16 Batch   99/269 - Train Accuracy:  0.837, Validation Accuracy:  0.858, Loss:  0.066
Epoch  16 Batch  100/269 - Train Accuracy:  0.887, Validation Accuracy:  0.850, Loss:  0.062
Epoch  16 Batch  101/269 - Train Accuracy:  0.831, Validation Accuracy:  0.851, Loss:  0.071
Epoch  16 Batch  102/269 - Train Accuracy:  0.860, Validation Accuracy:  0.851, Loss:  0.063
Epoch  16 Batch  103/269 - Train Accuracy:  0.844, Validation Accuracy:  0.845, Loss:  0.066
Epoch  16 Batch  104/269 - Train Accuracy:  0.850, Validation Accuracy:  0.830, Loss:  0.061
Epoch  16 Batch  105/269 - Train Accuracy:  0.846, Validation Accuracy:  0.828, Loss:  0.066
Epoch  16 Batch  106/269 - Train Accuracy:  0.852, Validation Accuracy:  0.821, Loss:  0.063
Epoch  16 Batch  107/269 - Train Accuracy:  0.855, Validation Accuracy:  0.844, Loss:  0.065
Epoch  16 Batch  108/269 - Train Accuracy:  0.857, Validation Accuracy:  0.860, Loss:  0.065
Epoch  16 Batch  109/269 - Train Accuracy:  0.824, Validation Accuracy:  0.862, Loss:  0.073
Epoch  16 Batch  110/269 - Train Accuracy:  0.854, Validation Accuracy:  0.855, Loss:  0.063
Epoch  16 Batch  111/269 - Train Accuracy:  0.836, Validation Accuracy:  0.845, Loss:  0.068
Epoch  16 Batch  112/269 - Train Accuracy:  0.854, Validation Accuracy:  0.833, Loss:  0.064
Epoch  16 Batch  113/269 - Train Accuracy:  0.860, Validation Accuracy:  0.828, Loss:  0.066
Epoch  16 Batch  114/269 - Train Accuracy:  0.853, Validation Accuracy:  0.828, Loss:  0.062
Epoch  16 Batch  115/269 - Train Accuracy:  0.832, Validation Accuracy:  0.841, Loss:  0.066
Epoch  16 Batch  116/269 - Train Accuracy:  0.853, Validation Accuracy:  0.848, Loss:  0.065
Epoch  16 Batch  117/269 - Train Accuracy:  0.848, Validation Accuracy:  0.859, Loss:  0.066
Epoch  16 Batch  118/269 - Train Accuracy:  0.866, Validation Accuracy:  0.858, Loss:  0.059
Epoch  16 Batch  119/269 - Train Accuracy:  0.858, Validation Accuracy:  0.857, Loss:  0.063
Epoch  16 Batch  120/269 - Train Accuracy:  0.851, Validation Accuracy:  0.860, Loss:  0.070
Epoch  16 Batch  121/269 - Train Accuracy:  0.840, Validation Accuracy:  0.859, Loss:  0.061
Epoch  16 Batch  122/269 - Train Accuracy:  0.866, Validation Accuracy:  0.851, Loss:  0.061
Epoch  16 Batch  123/269 - Train Accuracy:  0.848, Validation Accuracy:  0.843, Loss:  0.064
Epoch  16 Batch  124/269 - Train Accuracy:  0.844, Validation Accuracy:  0.844, Loss:  0.064
Epoch  16 Batch  125/269 - Train Accuracy:  0.840, Validation Accuracy:  0.845, Loss:  0.066
Epoch  16 Batch  126/269 - Train Accuracy:  0.842, Validation Accuracy:  0.850, Loss:  0.063
Epoch  16 Batch  127/269 - Train Accuracy:  0.851, Validation Accuracy:  0.854, Loss:  0.064
Epoch  16 Batch  128/269 - Train Accuracy:  0.842, Validation Accuracy:  0.854, Loss:  0.065
Epoch  16 Batch  129/269 - Train Accuracy:  0.853, Validation Accuracy:  0.856, Loss:  0.064
Epoch  16 Batch  130/269 - Train Accuracy:  0.846, Validation Accuracy:  0.854, Loss:  0.069
Epoch  16 Batch  131/269 - Train Accuracy:  0.836, Validation Accuracy:  0.853, Loss:  0.066
Epoch  16 Batch  132/269 - Train Accuracy:  0.858, Validation Accuracy:  0.851, Loss:  0.064
Epoch  16 Batch  133/269 - Train Accuracy:  0.847, Validation Accuracy:  0.851, Loss:  0.060
Epoch  16 Batch  134/269 - Train Accuracy:  0.859, Validation Accuracy:  0.849, Loss:  0.064
Epoch  16 Batch  135/269 - Train Accuracy:  0.837, Validation Accuracy:  0.849, Loss:  0.065
Epoch  16 Batch  136/269 - Train Accuracy:  0.845, Validation Accuracy:  0.855, Loss:  0.069
Epoch  16 Batch  137/269 - Train Accuracy:  0.853, Validation Accuracy:  0.855, Loss:  0.070
Epoch  16 Batch  138/269 - Train Accuracy:  0.839, Validation Accuracy:  0.852, Loss:  0.065
Epoch  16 Batch  139/269 - Train Accuracy:  0.870, Validation Accuracy:  0.857, Loss:  0.057
Epoch  16 Batch  140/269 - Train Accuracy:  0.854, Validation Accuracy:  0.862, Loss:  0.063
Epoch  16 Batch  141/269 - Train Accuracy:  0.858, Validation Accuracy:  0.858, Loss:  0.062
Epoch  16 Batch  142/269 - Train Accuracy:  0.867, Validation Accuracy:  0.854, Loss:  0.057
Epoch  16 Batch  143/269 - Train Accuracy:  0.857, Validation Accuracy:  0.853, Loss:  0.059
Epoch  16 Batch  144/269 - Train Accuracy:  0.861, Validation Accuracy:  0.862, Loss:  0.057
Epoch  16 Batch  145/269 - Train Accuracy:  0.858, Validation Accuracy:  0.864, Loss:  0.061
Epoch  16 Batch  146/269 - Train Accuracy:  0.864, Validation Accuracy:  0.858, Loss:  0.054
Epoch  16 Batch  147/269 - Train Accuracy:  0.844, Validation Accuracy:  0.855, Loss:  0.064
Epoch  16 Batch  148/269 - Train Accuracy:  0.866, Validation Accuracy:  0.856, Loss:  0.061
Epoch  16 Batch  149/269 - Train Accuracy:  0.853, Validation Accuracy:  0.855, Loss:  0.069
Epoch  16 Batch  150/269 - Train Accuracy:  0.852, Validation Accuracy:  0.857, Loss:  0.065
Epoch  16 Batch  151/269 - Train Accuracy:  0.882, Validation Accuracy:  0.854, Loss:  0.060
Epoch  16 Batch  152/269 - Train Accuracy:  0.856, Validation Accuracy:  0.856, Loss:  0.064
Epoch  16 Batch  153/269 - Train Accuracy:  0.859, Validation Accuracy:  0.850, Loss:  0.058
Epoch  16 Batch  154/269 - Train Accuracy:  0.854, Validation Accuracy:  0.854, Loss:  0.065
Epoch  16 Batch  155/269 - Train Accuracy:  0.856, Validation Accuracy:  0.851, Loss:  0.060
Epoch  16 Batch  156/269 - Train Accuracy:  0.846, Validation Accuracy:  0.851, Loss:  0.063
Epoch  16 Batch  157/269 - Train Accuracy:  0.852, Validation Accuracy:  0.850, Loss:  0.062
Epoch  16 Batch  158/269 - Train Accuracy:  0.848, Validation Accuracy:  0.848, Loss:  0.060
Epoch  16 Batch  159/269 - Train Accuracy:  0.855, Validation Accuracy:  0.856, Loss:  0.061
Epoch  16 Batch  160/269 - Train Accuracy:  0.863, Validation Accuracy:  0.866, Loss:  0.057
Epoch  16 Batch  161/269 - Train Accuracy:  0.875, Validation Accuracy:  0.866, Loss:  0.057
Epoch  16 Batch  162/269 - Train Accuracy:  0.864, Validation Accuracy:  0.864, Loss:  0.060
Epoch  16 Batch  163/269 - Train Accuracy:  0.873, Validation Accuracy:  0.864, Loss:  0.059
Epoch  16 Batch  164/269 - Train Accuracy:  0.864, Validation Accuracy:  0.862, Loss:  0.062
Epoch  16 Batch  165/269 - Train Accuracy:  0.861, Validation Accuracy:  0.853, Loss:  0.059
Epoch  16 Batch  166/269 - Train Accuracy:  0.870, Validation Accuracy:  0.851, Loss:  0.057
Epoch  16 Batch  167/269 - Train Accuracy:  0.858, Validation Accuracy:  0.850, Loss:  0.060
Epoch  16 Batch  168/269 - Train Accuracy:  0.863, Validation Accuracy:  0.865, Loss:  0.059
Epoch  16 Batch  169/269 - Train Accuracy:  0.856, Validation Accuracy:  0.866, Loss:  0.056
Epoch  16 Batch  170/269 - Train Accuracy:  0.858, Validation Accuracy:  0.866, Loss:  0.056
Epoch  16 Batch  171/269 - Train Accuracy:  0.852, Validation Accuracy:  0.860, Loss:  0.064
Epoch  16 Batch  172/269 - Train Accuracy:  0.840, Validation Accuracy:  0.852, Loss:  0.063
Epoch  16 Batch  173/269 - Train Accuracy:  0.857, Validation Accuracy:  0.844, Loss:  0.055
Epoch  16 Batch  174/269 - Train Accuracy:  0.855, Validation Accuracy:  0.846, Loss:  0.061
Epoch  16 Batch  175/269 - Train Accuracy:  0.850, Validation Accuracy:  0.845, Loss:  0.067
Epoch  16 Batch  176/269 - Train Accuracy:  0.833, Validation Accuracy:  0.854, Loss:  0.062
Epoch  16 Batch  177/269 - Train Accuracy:  0.870, Validation Accuracy:  0.860, Loss:  0.054
Epoch  16 Batch  178/269 - Train Accuracy:  0.875, Validation Accuracy:  0.857, Loss:  0.056
Epoch  16 Batch  179/269 - Train Accuracy:  0.868, Validation Accuracy:  0.860, Loss:  0.056
Epoch  16 Batch  180/269 - Train Accuracy:  0.866, Validation Accuracy:  0.861, Loss:  0.063
Epoch  16 Batch  181/269 - Train Accuracy:  0.852, Validation Accuracy:  0.859, Loss:  0.061
Epoch  16 Batch  182/269 - Train Accuracy:  0.874, Validation Accuracy:  0.864, Loss:  0.062
Epoch  16 Batch  183/269 - Train Accuracy:  0.870, Validation Accuracy:  0.860, Loss:  0.049
Epoch  16 Batch  184/269 - Train Accuracy:  0.856, Validation Accuracy:  0.864, Loss:  0.068
Epoch  16 Batch  185/269 - Train Accuracy:  0.865, Validation Accuracy:  0.855, Loss:  0.058
Epoch  16 Batch  186/269 - Train Accuracy:  0.846, Validation Accuracy:  0.858, Loss:  0.059
Epoch  16 Batch  187/269 - Train Accuracy:  0.851, Validation Accuracy:  0.854, Loss:  0.059
Epoch  16 Batch  188/269 - Train Accuracy:  0.862, Validation Accuracy:  0.853, Loss:  0.059
Epoch  16 Batch  189/269 - Train Accuracy:  0.863, Validation Accuracy:  0.855, Loss:  0.063
Epoch  16 Batch  190/269 - Train Accuracy:  0.841, Validation Accuracy:  0.859, Loss:  0.061
Epoch  16 Batch  191/269 - Train Accuracy:  0.870, Validation Accuracy:  0.856, Loss:  0.057
Epoch  16 Batch  192/269 - Train Accuracy:  0.858, Validation Accuracy:  0.853, Loss:  0.054
Epoch  16 Batch  193/269 - Train Accuracy:  0.861, Validation Accuracy:  0.852, Loss:  0.056
Epoch  16 Batch  194/269 - Train Accuracy:  0.870, Validation Accuracy:  0.857, Loss:  0.064
Epoch  16 Batch  195/269 - Train Accuracy:  0.864, Validation Accuracy:  0.857, Loss:  0.057
Epoch  16 Batch  196/269 - Train Accuracy:  0.842, Validation Accuracy:  0.850, Loss:  0.064
Epoch  16 Batch  197/269 - Train Accuracy:  0.829, Validation Accuracy:  0.846, Loss:  0.063
Epoch  16 Batch  198/269 - Train Accuracy:  0.838, Validation Accuracy:  0.832, Loss:  0.066
Epoch  16 Batch  199/269 - Train Accuracy:  0.861, Validation Accuracy:  0.832, Loss:  0.061
Epoch  16 Batch  200/269 - Train Accuracy:  0.865, Validation Accuracy:  0.837, Loss:  0.063
Epoch  16 Batch  201/269 - Train Accuracy:  0.857, Validation Accuracy:  0.847, Loss:  0.065
Epoch  16 Batch  202/269 - Train Accuracy:  0.859, Validation Accuracy:  0.853, Loss:  0.059
Epoch  16 Batch  203/269 - Train Accuracy:  0.859, Validation Accuracy:  0.857, Loss:  0.066
Epoch  16 Batch  204/269 - Train Accuracy:  0.862, Validation Accuracy:  0.849, Loss:  0.067
Epoch  16 Batch  205/269 - Train Accuracy:  0.836, Validation Accuracy:  0.846, Loss:  0.064
Epoch  16 Batch  206/269 - Train Accuracy:  0.857, Validation Accuracy:  0.846, Loss:  0.066
Epoch  16 Batch  207/269 - Train Accuracy:  0.861, Validation Accuracy:  0.851, Loss:  0.059
Epoch  16 Batch  208/269 - Train Accuracy:  0.863, Validation Accuracy:  0.843, Loss:  0.064
Epoch  16 Batch  209/269 - Train Accuracy:  0.867, Validation Accuracy:  0.841, Loss:  0.059
Epoch  16 Batch  210/269 - Train Accuracy:  0.867, Validation Accuracy:  0.840, Loss:  0.055
Epoch  16 Batch  211/269 - Train Accuracy:  0.867, Validation Accuracy:  0.849, Loss:  0.070
Epoch  16 Batch  212/269 - Train Accuracy:  0.855, Validation Accuracy:  0.856, Loss:  0.063
Epoch  16 Batch  213/269 - Train Accuracy:  0.845, Validation Accuracy:  0.853, Loss:  0.059
Epoch  16 Batch  214/269 - Train Accuracy:  0.857, Validation Accuracy:  0.847, Loss:  0.059
Epoch  16 Batch  215/269 - Train Accuracy:  0.865, Validation Accuracy:  0.852, Loss:  0.062
Epoch  16 Batch  216/269 - Train Accuracy:  0.850, Validation Accuracy:  0.852, Loss:  0.070
Epoch  16 Batch  217/269 - Train Accuracy:  0.837, Validation Accuracy:  0.850, Loss:  0.065
Epoch  16 Batch  218/269 - Train Accuracy:  0.865, Validation Accuracy:  0.847, Loss:  0.057
Epoch  16 Batch  219/269 - Train Accuracy:  0.864, Validation Accuracy:  0.848, Loss:  0.059
Epoch  16 Batch  220/269 - Train Accuracy:  0.857, Validation Accuracy:  0.849, Loss:  0.057
Epoch  16 Batch  221/269 - Train Accuracy:  0.873, Validation Accuracy:  0.843, Loss:  0.055
Epoch  16 Batch  222/269 - Train Accuracy:  0.864, Validation Accuracy:  0.850, Loss:  0.058
Epoch  16 Batch  223/269 - Train Accuracy:  0.850, Validation Accuracy:  0.852, Loss:  0.059
Epoch  16 Batch  224/269 - Train Accuracy:  0.859, Validation Accuracy:  0.855, Loss:  0.067
Epoch  16 Batch  225/269 - Train Accuracy:  0.847, Validation Accuracy:  0.848, Loss:  0.065
Epoch  16 Batch  226/269 - Train Accuracy:  0.845, Validation Accuracy:  0.845, Loss:  0.066
Epoch  16 Batch  227/269 - Train Accuracy:  0.875, Validation Accuracy:  0.842, Loss:  0.057
Epoch  16 Batch  228/269 - Train Accuracy:  0.864, Validation Accuracy:  0.837, Loss:  0.060
Epoch  16 Batch  229/269 - Train Accuracy:  0.858, Validation Accuracy:  0.840, Loss:  0.056
Epoch  16 Batch  230/269 - Train Accuracy:  0.847, Validation Accuracy:  0.847, Loss:  0.063
Epoch  16 Batch  231/269 - Train Accuracy:  0.828, Validation Accuracy:  0.855, Loss:  0.066
Epoch  16 Batch  232/269 - Train Accuracy:  0.839, Validation Accuracy:  0.856, Loss:  0.065
Epoch  16 Batch  233/269 - Train Accuracy:  0.868, Validation Accuracy:  0.854, Loss:  0.058
Epoch  16 Batch  234/269 - Train Accuracy:  0.855, Validation Accuracy:  0.851, Loss:  0.059
Epoch  16 Batch  235/269 - Train Accuracy:  0.893, Validation Accuracy:  0.847, Loss:  0.050
Epoch  16 Batch  236/269 - Train Accuracy:  0.862, Validation Accuracy:  0.845, Loss:  0.061
Epoch  16 Batch  237/269 - Train Accuracy:  0.859, Validation Accuracy:  0.848, Loss:  0.062
Epoch  16 Batch  238/269 - Train Accuracy:  0.840, Validation Accuracy:  0.848, Loss:  0.056
Epoch  16 Batch  239/269 - Train Accuracy:  0.886, Validation Accuracy:  0.858, Loss:  0.058
Epoch  16 Batch  240/269 - Train Accuracy:  0.873, Validation Accuracy:  0.857, Loss:  0.054
Epoch  16 Batch  241/269 - Train Accuracy:  0.834, Validation Accuracy:  0.858, Loss:  0.063
Epoch  16 Batch  242/269 - Train Accuracy:  0.840, Validation Accuracy:  0.862, Loss:  0.060
Epoch  16 Batch  243/269 - Train Accuracy:  0.875, Validation Accuracy:  0.858, Loss:  0.054
Epoch  16 Batch  244/269 - Train Accuracy:  0.835, Validation Accuracy:  0.860, Loss:  0.063
Epoch  16 Batch  245/269 - Train Accuracy:  0.849, Validation Accuracy:  0.857, Loss:  0.061
Epoch  16 Batch  246/269 - Train Accuracy:  0.841, Validation Accuracy:  0.855, Loss:  0.061
Epoch  16 Batch  247/269 - Train Accuracy:  0.860, Validation Accuracy:  0.851, Loss:  0.064
Epoch  16 Batch  248/269 - Train Accuracy:  0.868, Validation Accuracy:  0.846, Loss:  0.056
Epoch  16 Batch  249/269 - Train Accuracy:  0.881, Validation Accuracy:  0.856, Loss:  0.053
Epoch  16 Batch  250/269 - Train Accuracy:  0.849, Validation Accuracy:  0.857, Loss:  0.059
Epoch  16 Batch  251/269 - Train Accuracy:  0.871, Validation Accuracy:  0.856, Loss:  0.056
Epoch  16 Batch  252/269 - Train Accuracy:  0.859, Validation Accuracy:  0.859, Loss:  0.057
Epoch  16 Batch  253/269 - Train Accuracy:  0.846, Validation Accuracy:  0.858, Loss:  0.064
Epoch  16 Batch  254/269 - Train Accuracy:  0.848, Validation Accuracy:  0.857, Loss:  0.061
Epoch  16 Batch  255/269 - Train Accuracy:  0.878, Validation Accuracy:  0.858, Loss:  0.053
Epoch  16 Batch  256/269 - Train Accuracy:  0.837, Validation Accuracy:  0.859, Loss:  0.057
Epoch  16 Batch  257/269 - Train Accuracy:  0.846, Validation Accuracy:  0.851, Loss:  0.064
Epoch  16 Batch  258/269 - Train Accuracy:  0.862, Validation Accuracy:  0.845, Loss:  0.058
Epoch  16 Batch  259/269 - Train Accuracy:  0.876, Validation Accuracy:  0.847, Loss:  0.055
Epoch  16 Batch  260/269 - Train Accuracy:  0.845, Validation Accuracy:  0.852, Loss:  0.064
Epoch  16 Batch  261/269 - Train Accuracy:  0.854, Validation Accuracy:  0.857, Loss:  0.061
Epoch  16 Batch  262/269 - Train Accuracy:  0.860, Validation Accuracy:  0.854, Loss:  0.055
Epoch  16 Batch  263/269 - Train Accuracy:  0.857, Validation Accuracy:  0.860, Loss:  0.061
Epoch  16 Batch  264/269 - Train Accuracy:  0.848, Validation Accuracy:  0.852, Loss:  0.066
Epoch  16 Batch  265/269 - Train Accuracy:  0.840, Validation Accuracy:  0.848, Loss:  0.059
Epoch  16 Batch  266/269 - Train Accuracy:  0.858, Validation Accuracy:  0.853, Loss:  0.055
Epoch  16 Batch  267/269 - Train Accuracy:  0.859, Validation Accuracy:  0.856, Loss:  0.059
Epoch  17 Batch    0/269 - Train Accuracy:  0.866, Validation Accuracy:  0.855, Loss:  0.061
Epoch  17 Batch    1/269 - Train Accuracy:  0.859, Validation Accuracy:  0.857, Loss:  0.057
Epoch  17 Batch    2/269 - Train Accuracy:  0.849, Validation Accuracy:  0.856, Loss:  0.059
Epoch  17 Batch    3/269 - Train Accuracy:  0.860, Validation Accuracy:  0.856, Loss:  0.059
Epoch  17 Batch    4/269 - Train Accuracy:  0.835, Validation Accuracy:  0.848, Loss:  0.062
Epoch  17 Batch    5/269 - Train Accuracy:  0.843, Validation Accuracy:  0.850, Loss:  0.066
Epoch  17 Batch    6/269 - Train Accuracy:  0.862, Validation Accuracy:  0.850, Loss:  0.057
Epoch  17 Batch    7/269 - Train Accuracy:  0.852, Validation Accuracy:  0.846, Loss:  0.056
Epoch  17 Batch    8/269 - Train Accuracy:  0.847, Validation Accuracy:  0.851, Loss:  0.068
Epoch  17 Batch    9/269 - Train Accuracy:  0.832, Validation Accuracy:  0.847, Loss:  0.063
Epoch  17 Batch   10/269 - Train Accuracy:  0.849, Validation Accuracy:  0.856, Loss:  0.060
Epoch  17 Batch   11/269 - Train Accuracy:  0.857, Validation Accuracy:  0.863, Loss:  0.063
Epoch  17 Batch   12/269 - Train Accuracy:  0.829, Validation Accuracy:  0.859, Loss:  0.060
Epoch  17 Batch   13/269 - Train Accuracy:  0.878, Validation Accuracy:  0.848, Loss:  0.056
Epoch  17 Batch   14/269 - Train Accuracy:  0.837, Validation Accuracy:  0.847, Loss:  0.058
Epoch  17 Batch   15/269 - Train Accuracy:  0.852, Validation Accuracy:  0.838, Loss:  0.057
Epoch  17 Batch   16/269 - Train Accuracy:  0.846, Validation Accuracy:  0.848, Loss:  0.066
Epoch  17 Batch   17/269 - Train Accuracy:  0.853, Validation Accuracy:  0.839, Loss:  0.058
Epoch  17 Batch   18/269 - Train Accuracy:  0.862, Validation Accuracy:  0.845, Loss:  0.064
Epoch  17 Batch   19/269 - Train Accuracy:  0.872, Validation Accuracy:  0.857, Loss:  0.052
Epoch  17 Batch   20/269 - Train Accuracy:  0.842, Validation Accuracy:  0.864, Loss:  0.067
Epoch  17 Batch   21/269 - Train Accuracy:  0.845, Validation Accuracy:  0.863, Loss:  0.065
Epoch  17 Batch   22/269 - Train Accuracy:  0.862, Validation Accuracy:  0.866, Loss:  0.063
Epoch  17 Batch   23/269 - Train Accuracy:  0.839, Validation Accuracy:  0.849, Loss:  0.061
Epoch  17 Batch   24/269 - Train Accuracy:  0.850, Validation Accuracy:  0.857, Loss:  0.068
Epoch  17 Batch   25/269 - Train Accuracy:  0.844, Validation Accuracy:  0.842, Loss:  0.065
Epoch  17 Batch   26/269 - Train Accuracy:  0.856, Validation Accuracy:  0.850, Loss:  0.063
Epoch  17 Batch   27/269 - Train Accuracy:  0.854, Validation Accuracy:  0.848, Loss:  0.064
Epoch  17 Batch   28/269 - Train Accuracy:  0.841, Validation Accuracy:  0.840, Loss:  0.068
Epoch  17 Batch   29/269 - Train Accuracy:  0.847, Validation Accuracy:  0.841, Loss:  0.060
Epoch  17 Batch   30/269 - Train Accuracy:  0.858, Validation Accuracy:  0.842, Loss:  0.063
Epoch  17 Batch   31/269 - Train Accuracy:  0.867, Validation Accuracy:  0.855, Loss:  0.060
Epoch  17 Batch   32/269 - Train Accuracy:  0.878, Validation Accuracy:  0.849, Loss:  0.049
Epoch  17 Batch   33/269 - Train Accuracy:  0.870, Validation Accuracy:  0.847, Loss:  0.054
Epoch  17 Batch   34/269 - Train Accuracy:  0.854, Validation Accuracy:  0.849, Loss:  0.064
Epoch  17 Batch   35/269 - Train Accuracy:  0.859, Validation Accuracy:  0.852, Loss:  0.063
Epoch  17 Batch   36/269 - Train Accuracy:  0.867, Validation Accuracy:  0.857, Loss:  0.063
Epoch  17 Batch   37/269 - Train Accuracy:  0.866, Validation Accuracy:  0.854, Loss:  0.058
Epoch  17 Batch   38/269 - Train Accuracy:  0.866, Validation Accuracy:  0.852, Loss:  0.055
Epoch  17 Batch   39/269 - Train Accuracy:  0.868, Validation Accuracy:  0.853, Loss:  0.055
Epoch  17 Batch   40/269 - Train Accuracy:  0.852, Validation Accuracy:  0.862, Loss:  0.058
Epoch  17 Batch   41/269 - Train Accuracy:  0.862, Validation Accuracy:  0.859, Loss:  0.059
Epoch  17 Batch   42/269 - Train Accuracy:  0.856, Validation Accuracy:  0.858, Loss:  0.053
Epoch  17 Batch   43/269 - Train Accuracy:  0.846, Validation Accuracy:  0.866, Loss:  0.063
Epoch  17 Batch   44/269 - Train Accuracy:  0.869, Validation Accuracy:  0.856, Loss:  0.059
Epoch  17 Batch   45/269 - Train Accuracy:  0.860, Validation Accuracy:  0.862, Loss:  0.059
Epoch  17 Batch   46/269 - Train Accuracy:  0.860, Validation Accuracy:  0.864, Loss:  0.053
Epoch  17 Batch   47/269 - Train Accuracy:  0.883, Validation Accuracy:  0.861, Loss:  0.049
Epoch  17 Batch   48/269 - Train Accuracy:  0.864, Validation Accuracy:  0.860, Loss:  0.054
Epoch  17 Batch   49/269 - Train Accuracy:  0.857, Validation Accuracy:  0.858, Loss:  0.059
Epoch  17 Batch   50/269 - Train Accuracy:  0.857, Validation Accuracy:  0.857, Loss:  0.063
Epoch  17 Batch   51/269 - Train Accuracy:  0.863, Validation Accuracy:  0.851, Loss:  0.059
Epoch  17 Batch   52/269 - Train Accuracy:  0.835, Validation Accuracy:  0.848, Loss:  0.056
Epoch  17 Batch   53/269 - Train Accuracy:  0.862, Validation Accuracy:  0.846, Loss:  0.057
Epoch  17 Batch   54/269 - Train Accuracy:  0.860, Validation Accuracy:  0.839, Loss:  0.052
Epoch  17 Batch   55/269 - Train Accuracy:  0.854, Validation Accuracy:  0.841, Loss:  0.058
Epoch  17 Batch   56/269 - Train Accuracy:  0.855, Validation Accuracy:  0.842, Loss:  0.057
Epoch  17 Batch   57/269 - Train Accuracy:  0.872, Validation Accuracy:  0.844, Loss:  0.055
Epoch  17 Batch   58/269 - Train Accuracy:  0.852, Validation Accuracy:  0.849, Loss:  0.054
Epoch  17 Batch   59/269 - Train Accuracy:  0.895, Validation Accuracy:  0.851, Loss:  0.050
Epoch  17 Batch   60/269 - Train Accuracy:  0.852, Validation Accuracy:  0.856, Loss:  0.058
Epoch  17 Batch   61/269 - Train Accuracy:  0.875, Validation Accuracy:  0.863, Loss:  0.048
Epoch  17 Batch   62/269 - Train Accuracy:  0.867, Validation Accuracy:  0.852, Loss:  0.055
Epoch  17 Batch   63/269 - Train Accuracy:  0.863, Validation Accuracy:  0.852, Loss:  0.057
Epoch  17 Batch   64/269 - Train Accuracy:  0.846, Validation Accuracy:  0.848, Loss:  0.055
Epoch  17 Batch   65/269 - Train Accuracy:  0.866, Validation Accuracy:  0.859, Loss:  0.055
Epoch  17 Batch   66/269 - Train Accuracy:  0.858, Validation Accuracy:  0.859, Loss:  0.058
Epoch  17 Batch   67/269 - Train Accuracy:  0.853, Validation Accuracy:  0.855, Loss:  0.057
Epoch  17 Batch   68/269 - Train Accuracy:  0.846, Validation Accuracy:  0.858, Loss:  0.060
Epoch  17 Batch   69/269 - Train Accuracy:  0.855, Validation Accuracy:  0.852, Loss:  0.061
Epoch  17 Batch   70/269 - Train Accuracy:  0.888, Validation Accuracy:  0.852, Loss:  0.051
Epoch  17 Batch   71/269 - Train Accuracy:  0.863, Validation Accuracy:  0.858, Loss:  0.061
Epoch  17 Batch   72/269 - Train Accuracy:  0.861, Validation Accuracy:  0.857, Loss:  0.057
Epoch  17 Batch   73/269 - Train Accuracy:  0.868, Validation Accuracy:  0.850, Loss:  0.053
Epoch  17 Batch   74/269 - Train Accuracy:  0.869, Validation Accuracy:  0.848, Loss:  0.052
Epoch  17 Batch   75/269 - Train Accuracy:  0.855, Validation Accuracy:  0.848, Loss:  0.057
Epoch  17 Batch   76/269 - Train Accuracy:  0.845, Validation Accuracy:  0.853, Loss:  0.055
Epoch  17 Batch   77/269 - Train Accuracy:  0.880, Validation Accuracy:  0.857, Loss:  0.056
Epoch  17 Batch   78/269 - Train Accuracy:  0.855, Validation Accuracy:  0.861, Loss:  0.055
Epoch  17 Batch   79/269 - Train Accuracy:  0.846, Validation Accuracy:  0.857, Loss:  0.059
Epoch  17 Batch   80/269 - Train Accuracy:  0.860, Validation Accuracy:  0.861, Loss:  0.056
Epoch  17 Batch   81/269 - Train Accuracy:  0.859, Validation Accuracy:  0.860, Loss:  0.058
Epoch  17 Batch   82/269 - Train Accuracy:  0.871, Validation Accuracy:  0.853, Loss:  0.048
Epoch  17 Batch   83/269 - Train Accuracy:  0.860, Validation Accuracy:  0.847, Loss:  0.061
Epoch  17 Batch   84/269 - Train Accuracy:  0.869, Validation Accuracy:  0.842, Loss:  0.049
Epoch  17 Batch   85/269 - Train Accuracy:  0.864, Validation Accuracy:  0.850, Loss:  0.053
Epoch  17 Batch   86/269 - Train Accuracy:  0.862, Validation Accuracy:  0.849, Loss:  0.051
Epoch  17 Batch   87/269 - Train Accuracy:  0.868, Validation Accuracy:  0.845, Loss:  0.057
Epoch  17 Batch   88/269 - Train Accuracy:  0.866, Validation Accuracy:  0.854, Loss:  0.053
Epoch  17 Batch   89/269 - Train Accuracy:  0.879, Validation Accuracy:  0.861, Loss:  0.054
Epoch  17 Batch   90/269 - Train Accuracy:  0.841, Validation Accuracy:  0.861, Loss:  0.059
Epoch  17 Batch   91/269 - Train Accuracy:  0.861, Validation Accuracy:  0.855, Loss:  0.049
Epoch  17 Batch   92/269 - Train Accuracy:  0.873, Validation Accuracy:  0.854, Loss:  0.052
Epoch  17 Batch   93/269 - Train Accuracy:  0.862, Validation Accuracy:  0.854, Loss:  0.051
Epoch  17 Batch   94/269 - Train Accuracy:  0.852, Validation Accuracy:  0.859, Loss:  0.061
Epoch  17 Batch   95/269 - Train Accuracy:  0.857, Validation Accuracy:  0.857, Loss:  0.054
Epoch  17 Batch   96/269 - Train Accuracy:  0.849, Validation Accuracy:  0.858, Loss:  0.058
Epoch  17 Batch   97/269 - Train Accuracy:  0.858, Validation Accuracy:  0.861, Loss:  0.056
Epoch  17 Batch   98/269 - Train Accuracy:  0.869, Validation Accuracy:  0.861, Loss:  0.055
Epoch  17 Batch   99/269 - Train Accuracy:  0.854, Validation Accuracy:  0.859, Loss:  0.050
Epoch  17 Batch  100/269 - Train Accuracy:  0.891, Validation Accuracy:  0.854, Loss:  0.053
Epoch  17 Batch  101/269 - Train Accuracy:  0.848, Validation Accuracy:  0.855, Loss:  0.062
Epoch  17 Batch  102/269 - Train Accuracy:  0.870, Validation Accuracy:  0.861, Loss:  0.056
Epoch  17 Batch  103/269 - Train Accuracy:  0.860, Validation Accuracy:  0.850, Loss:  0.056
Epoch  17 Batch  104/269 - Train Accuracy:  0.862, Validation Accuracy:  0.851, Loss:  0.051
Epoch  17 Batch  105/269 - Train Accuracy:  0.856, Validation Accuracy:  0.849, Loss:  0.059
Epoch  17 Batch  106/269 - Train Accuracy:  0.866, Validation Accuracy:  0.865, Loss:  0.052
Epoch  17 Batch  107/269 - Train Accuracy:  0.868, Validation Accuracy:  0.870, Loss:  0.054
Epoch  17 Batch  108/269 - Train Accuracy:  0.863, Validation Accuracy:  0.861, Loss:  0.053
Epoch  17 Batch  109/269 - Train Accuracy:  0.844, Validation Accuracy:  0.864, Loss:  0.061
Epoch  17 Batch  110/269 - Train Accuracy:  0.854, Validation Accuracy:  0.866, Loss:  0.052
Epoch  17 Batch  111/269 - Train Accuracy:  0.859, Validation Accuracy:  0.861, Loss:  0.054
Epoch  17 Batch  112/269 - Train Accuracy:  0.857, Validation Accuracy:  0.852, Loss:  0.054
Epoch  17 Batch  113/269 - Train Accuracy:  0.866, Validation Accuracy:  0.850, Loss:  0.051
Epoch  17 Batch  114/269 - Train Accuracy:  0.864, Validation Accuracy:  0.850, Loss:  0.055
Epoch  17 Batch  115/269 - Train Accuracy:  0.856, Validation Accuracy:  0.858, Loss:  0.057
Epoch  17 Batch  116/269 - Train Accuracy:  0.865, Validation Accuracy:  0.870, Loss:  0.053
Epoch  17 Batch  117/269 - Train Accuracy:  0.871, Validation Accuracy:  0.870, Loss:  0.054
Epoch  17 Batch  118/269 - Train Accuracy:  0.878, Validation Accuracy:  0.867, Loss:  0.046
Epoch  17 Batch  119/269 - Train Accuracy:  0.867, Validation Accuracy:  0.869, Loss:  0.052
Epoch  17 Batch  120/269 - Train Accuracy:  0.864, Validation Accuracy:  0.873, Loss:  0.056
Epoch  17 Batch  121/269 - Train Accuracy:  0.863, Validation Accuracy:  0.869, Loss:  0.050
Epoch  17 Batch  122/269 - Train Accuracy:  0.885, Validation Accuracy:  0.861, Loss:  0.048
Epoch  17 Batch  123/269 - Train Accuracy:  0.867, Validation Accuracy:  0.853, Loss:  0.054
Epoch  17 Batch  124/269 - Train Accuracy:  0.855, Validation Accuracy:  0.854, Loss:  0.051
Epoch  17 Batch  125/269 - Train Accuracy:  0.867, Validation Accuracy:  0.856, Loss:  0.054
Epoch  17 Batch  126/269 - Train Accuracy:  0.864, Validation Accuracy:  0.866, Loss:  0.051
Epoch  17 Batch  127/269 - Train Accuracy:  0.883, Validation Accuracy:  0.870, Loss:  0.052
Epoch  17 Batch  128/269 - Train Accuracy:  0.855, Validation Accuracy:  0.871, Loss:  0.056
Epoch  17 Batch  129/269 - Train Accuracy:  0.869, Validation Accuracy:  0.876, Loss:  0.054
Epoch  17 Batch  130/269 - Train Accuracy:  0.850, Validation Accuracy:  0.870, Loss:  0.056
Epoch  17 Batch  131/269 - Train Accuracy:  0.857, Validation Accuracy:  0.864, Loss:  0.057
Epoch  17 Batch  132/269 - Train Accuracy:  0.864, Validation Accuracy:  0.858, Loss:  0.055
Epoch  17 Batch  133/269 - Train Accuracy:  0.866, Validation Accuracy:  0.850, Loss:  0.050
Epoch  17 Batch  134/269 - Train Accuracy:  0.861, Validation Accuracy:  0.852, Loss:  0.056
Epoch  17 Batch  135/269 - Train Accuracy:  0.852, Validation Accuracy:  0.857, Loss:  0.052
Epoch  17 Batch  136/269 - Train Accuracy:  0.871, Validation Accuracy:  0.864, Loss:  0.056
Epoch  17 Batch  137/269 - Train Accuracy:  0.873, Validation Accuracy:  0.870, Loss:  0.057
Epoch  17 Batch  138/269 - Train Accuracy:  0.851, Validation Accuracy:  0.874, Loss:  0.058
Epoch  17 Batch  139/269 - Train Accuracy:  0.879, Validation Accuracy:  0.875, Loss:  0.048
Epoch  17 Batch  140/269 - Train Accuracy:  0.871, Validation Accuracy:  0.874, Loss:  0.057
Epoch  17 Batch  141/269 - Train Accuracy:  0.867, Validation Accuracy:  0.874, Loss:  0.057
Epoch  17 Batch  142/269 - Train Accuracy:  0.872, Validation Accuracy:  0.858, Loss:  0.051
Epoch  17 Batch  143/269 - Train Accuracy:  0.879, Validation Accuracy:  0.855, Loss:  0.047
Epoch  17 Batch  144/269 - Train Accuracy:  0.877, Validation Accuracy:  0.863, Loss:  0.048
Epoch  17 Batch  145/269 - Train Accuracy:  0.880, Validation Accuracy:  0.873, Loss:  0.052
Epoch  17 Batch  146/269 - Train Accuracy:  0.884, Validation Accuracy:  0.869, Loss:  0.048
Epoch  17 Batch  147/269 - Train Accuracy:  0.869, Validation Accuracy:  0.868, Loss:  0.053
Epoch  17 Batch  148/269 - Train Accuracy:  0.871, Validation Accuracy:  0.866, Loss:  0.053
Epoch  17 Batch  149/269 - Train Accuracy:  0.854, Validation Accuracy:  0.863, Loss:  0.060
Epoch  17 Batch  150/269 - Train Accuracy:  0.859, Validation Accuracy:  0.868, Loss:  0.055
Epoch  17 Batch  151/269 - Train Accuracy:  0.888, Validation Accuracy:  0.873, Loss:  0.052
Epoch  17 Batch  152/269 - Train Accuracy:  0.870, Validation Accuracy:  0.871, Loss:  0.053
Epoch  17 Batch  153/269 - Train Accuracy:  0.877, Validation Accuracy:  0.871, Loss:  0.050
Epoch  17 Batch  154/269 - Train Accuracy:  0.866, Validation Accuracy:  0.869, Loss:  0.054
Epoch  17 Batch  155/269 - Train Accuracy:  0.863, Validation Accuracy:  0.870, Loss:  0.054
Epoch  17 Batch  156/269 - Train Accuracy:  0.848, Validation Accuracy:  0.869, Loss:  0.054
Epoch  17 Batch  157/269 - Train Accuracy:  0.870, Validation Accuracy:  0.867, Loss:  0.049
Epoch  17 Batch  158/269 - Train Accuracy:  0.859, Validation Accuracy:  0.869, Loss:  0.052
Epoch  17 Batch  159/269 - Train Accuracy:  0.861, Validation Accuracy:  0.864, Loss:  0.050
Epoch  17 Batch  160/269 - Train Accuracy:  0.874, Validation Accuracy:  0.860, Loss:  0.046
Epoch  17 Batch  161/269 - Train Accuracy:  0.890, Validation Accuracy:  0.861, Loss:  0.049
Epoch  17 Batch  162/269 - Train Accuracy:  0.877, Validation Accuracy:  0.870, Loss:  0.049
Epoch  17 Batch  163/269 - Train Accuracy:  0.888, Validation Accuracy:  0.866, Loss:  0.048
Epoch  17 Batch  164/269 - Train Accuracy:  0.860, Validation Accuracy:  0.863, Loss:  0.051
Epoch  17 Batch  165/269 - Train Accuracy:  0.876, Validation Accuracy:  0.869, Loss:  0.051
Epoch  17 Batch  166/269 - Train Accuracy:  0.877, Validation Accuracy:  0.868, Loss:  0.048
Epoch  17 Batch  167/269 - Train Accuracy:  0.867, Validation Accuracy:  0.862, Loss:  0.049
Epoch  17 Batch  168/269 - Train Accuracy:  0.866, Validation Accuracy:  0.864, Loss:  0.051
Epoch  17 Batch  169/269 - Train Accuracy:  0.868, Validation Accuracy:  0.863, Loss:  0.048
Epoch  17 Batch  170/269 - Train Accuracy:  0.866, Validation Accuracy:  0.867, Loss:  0.051
Epoch  17 Batch  171/269 - Train Accuracy:  0.858, Validation Accuracy:  0.855, Loss:  0.056
Epoch  17 Batch  172/269 - Train Accuracy:  0.848, Validation Accuracy:  0.851, Loss:  0.057
Epoch  17 Batch  173/269 - Train Accuracy:  0.860, Validation Accuracy:  0.853, Loss:  0.050
Epoch  17 Batch  174/269 - Train Accuracy:  0.882, Validation Accuracy:  0.862, Loss:  0.052
Epoch  17 Batch  175/269 - Train Accuracy:  0.853, Validation Accuracy:  0.858, Loss:  0.062
Epoch  17 Batch  176/269 - Train Accuracy:  0.843, Validation Accuracy:  0.851, Loss:  0.056
Epoch  17 Batch  177/269 - Train Accuracy:  0.892, Validation Accuracy:  0.853, Loss:  0.048
Epoch  17 Batch  178/269 - Train Accuracy:  0.874, Validation Accuracy:  0.853, Loss:  0.050
Epoch  17 Batch  179/269 - Train Accuracy:  0.883, Validation Accuracy:  0.863, Loss:  0.051
Epoch  17 Batch  180/269 - Train Accuracy:  0.879, Validation Accuracy:  0.867, Loss:  0.048
Epoch  17 Batch  181/269 - Train Accuracy:  0.877, Validation Accuracy:  0.876, Loss:  0.059
Epoch  17 Batch  182/269 - Train Accuracy:  0.887, Validation Accuracy:  0.872, Loss:  0.048
Epoch  17 Batch  183/269 - Train Accuracy:  0.887, Validation Accuracy:  0.869, Loss:  0.046
Epoch  17 Batch  184/269 - Train Accuracy:  0.869, Validation Accuracy:  0.866, Loss:  0.055
Epoch  17 Batch  185/269 - Train Accuracy:  0.887, Validation Accuracy:  0.861, Loss:  0.051
Epoch  17 Batch  186/269 - Train Accuracy:  0.877, Validation Accuracy:  0.856, Loss:  0.050
Epoch  17 Batch  187/269 - Train Accuracy:  0.861, Validation Accuracy:  0.863, Loss:  0.049
Epoch  17 Batch  188/269 - Train Accuracy:  0.872, Validation Accuracy:  0.864, Loss:  0.049
Epoch  17 Batch  189/269 - Train Accuracy:  0.877, Validation Accuracy:  0.870, Loss:  0.054
Epoch  17 Batch  190/269 - Train Accuracy:  0.857, Validation Accuracy:  0.867, Loss:  0.052
Epoch  17 Batch  191/269 - Train Accuracy:  0.879, Validation Accuracy:  0.857, Loss:  0.049
Epoch  17 Batch  192/269 - Train Accuracy:  0.872, Validation Accuracy:  0.847, Loss:  0.050
Epoch  17 Batch  193/269 - Train Accuracy:  0.866, Validation Accuracy:  0.858, Loss:  0.052
Epoch  17 Batch  194/269 - Train Accuracy:  0.874, Validation Accuracy:  0.873, Loss:  0.052
Epoch  17 Batch  195/269 - Train Accuracy:  0.876, Validation Accuracy:  0.868, Loss:  0.049
Epoch  17 Batch  196/269 - Train Accuracy:  0.874, Validation Accuracy:  0.873, Loss:  0.052
Epoch  17 Batch  197/269 - Train Accuracy:  0.860, Validation Accuracy:  0.875, Loss:  0.052
Epoch  17 Batch  198/269 - Train Accuracy:  0.864, Validation Accuracy:  0.864, Loss:  0.051
Epoch  17 Batch  199/269 - Train Accuracy:  0.875, Validation Accuracy:  0.847, Loss:  0.051
Epoch  17 Batch  200/269 - Train Accuracy:  0.875, Validation Accuracy:  0.854, Loss:  0.051
Epoch  17 Batch  201/269 - Train Accuracy:  0.878, Validation Accuracy:  0.867, Loss:  0.052
Epoch  17 Batch  202/269 - Train Accuracy:  0.869, Validation Accuracy:  0.872, Loss:  0.050
Epoch  17 Batch  203/269 - Train Accuracy:  0.864, Validation Accuracy:  0.875, Loss:  0.055
Epoch  17 Batch  204/269 - Train Accuracy:  0.872, Validation Accuracy:  0.876, Loss:  0.054
Epoch  17 Batch  205/269 - Train Accuracy:  0.855, Validation Accuracy:  0.863, Loss:  0.050
Epoch  17 Batch  206/269 - Train Accuracy:  0.853, Validation Accuracy:  0.854, Loss:  0.056
Epoch  17 Batch  207/269 - Train Accuracy:  0.881, Validation Accuracy:  0.865, Loss:  0.048
Epoch  17 Batch  208/269 - Train Accuracy:  0.872, Validation Accuracy:  0.862, Loss:  0.054
Epoch  17 Batch  209/269 - Train Accuracy:  0.868, Validation Accuracy:  0.864, Loss:  0.047
Epoch  17 Batch  210/269 - Train Accuracy:  0.875, Validation Accuracy:  0.868, Loss:  0.051
Epoch  17 Batch  211/269 - Train Accuracy:  0.873, Validation Accuracy:  0.872, Loss:  0.057
Epoch  17 Batch  212/269 - Train Accuracy:  0.860, Validation Accuracy:  0.868, Loss:  0.052
Epoch  17 Batch  213/269 - Train Accuracy:  0.854, Validation Accuracy:  0.865, Loss:  0.055
Epoch  17 Batch  214/269 - Train Accuracy:  0.876, Validation Accuracy:  0.856, Loss:  0.052
Epoch  17 Batch  215/269 - Train Accuracy:  0.884, Validation Accuracy:  0.864, Loss:  0.050
Epoch  17 Batch  216/269 - Train Accuracy:  0.864, Validation Accuracy:  0.854, Loss:  0.060
Epoch  17 Batch  217/269 - Train Accuracy:  0.862, Validation Accuracy:  0.847, Loss:  0.055
Epoch  17 Batch  218/269 - Train Accuracy:  0.868, Validation Accuracy:  0.849, Loss:  0.047
Epoch  17 Batch  219/269 - Train Accuracy:  0.885, Validation Accuracy:  0.861, Loss:  0.050
Epoch  17 Batch  220/269 - Train Accuracy:  0.872, Validation Accuracy:  0.862, Loss:  0.049
Epoch  17 Batch  221/269 - Train Accuracy:  0.887, Validation Accuracy:  0.863, Loss:  0.050
Epoch  17 Batch  222/269 - Train Accuracy:  0.886, Validation Accuracy:  0.864, Loss:  0.051
Epoch  17 Batch  223/269 - Train Accuracy:  0.874, Validation Accuracy:  0.864, Loss:  0.047
Epoch  17 Batch  224/269 - Train Accuracy:  0.877, Validation Accuracy:  0.864, Loss:  0.059
Epoch  17 Batch  225/269 - Train Accuracy:  0.854, Validation Accuracy:  0.860, Loss:  0.051
Epoch  17 Batch  226/269 - Train Accuracy:  0.870, Validation Accuracy:  0.854, Loss:  0.055
Epoch  17 Batch  227/269 - Train Accuracy:  0.888, Validation Accuracy:  0.850, Loss:  0.049
Epoch  17 Batch  228/269 - Train Accuracy:  0.880, Validation Accuracy:  0.844, Loss:  0.048
Epoch  17 Batch  229/269 - Train Accuracy:  0.880, Validation Accuracy:  0.849, Loss:  0.050
Epoch  17 Batch  230/269 - Train Accuracy:  0.868, Validation Accuracy:  0.853, Loss:  0.053
Epoch  17 Batch  231/269 - Train Accuracy:  0.853, Validation Accuracy:  0.856, Loss:  0.055
Epoch  17 Batch  232/269 - Train Accuracy:  0.859, Validation Accuracy:  0.868, Loss:  0.055
Epoch  17 Batch  233/269 - Train Accuracy:  0.880, Validation Accuracy:  0.857, Loss:  0.049
Epoch  17 Batch  234/269 - Train Accuracy:  0.873, Validation Accuracy:  0.858, Loss:  0.051
Epoch  17 Batch  235/269 - Train Accuracy:  0.903, Validation Accuracy:  0.861, Loss:  0.044
Epoch  17 Batch  236/269 - Train Accuracy:  0.871, Validation Accuracy:  0.862, Loss:  0.049
Epoch  17 Batch  237/269 - Train Accuracy:  0.885, Validation Accuracy:  0.859, Loss:  0.049
Epoch  17 Batch  238/269 - Train Accuracy:  0.866, Validation Accuracy:  0.855, Loss:  0.049
Epoch  17 Batch  239/269 - Train Accuracy:  0.898, Validation Accuracy:  0.852, Loss:  0.047
Epoch  17 Batch  240/269 - Train Accuracy:  0.882, Validation Accuracy:  0.855, Loss:  0.046
Epoch  17 Batch  241/269 - Train Accuracy:  0.867, Validation Accuracy:  0.855, Loss:  0.052
Epoch  17 Batch  242/269 - Train Accuracy:  0.880, Validation Accuracy:  0.855, Loss:  0.048
Epoch  17 Batch  243/269 - Train Accuracy:  0.900, Validation Accuracy:  0.859, Loss:  0.044
Epoch  17 Batch  244/269 - Train Accuracy:  0.862, Validation Accuracy:  0.866, Loss:  0.052
Epoch  17 Batch  245/269 - Train Accuracy:  0.871, Validation Accuracy:  0.868, Loss:  0.050
Epoch  17 Batch  246/269 - Train Accuracy:  0.850, Validation Accuracy:  0.870, Loss:  0.054
Epoch  17 Batch  247/269 - Train Accuracy:  0.883, Validation Accuracy:  0.873, Loss:  0.050
Epoch  17 Batch  248/269 - Train Accuracy:  0.870, Validation Accuracy:  0.869, Loss:  0.047
Epoch  17 Batch  249/269 - Train Accuracy:  0.892, Validation Accuracy:  0.862, Loss:  0.048
Epoch  17 Batch  250/269 - Train Accuracy:  0.879, Validation Accuracy:  0.862, Loss:  0.050
Epoch  17 Batch  251/269 - Train Accuracy:  0.895, Validation Accuracy:  0.866, Loss:  0.048
Epoch  17 Batch  252/269 - Train Accuracy:  0.889, Validation Accuracy:  0.871, Loss:  0.046
Epoch  17 Batch  253/269 - Train Accuracy:  0.866, Validation Accuracy:  0.874, Loss:  0.053
Epoch  17 Batch  254/269 - Train Accuracy:  0.875, Validation Accuracy:  0.873, Loss:  0.048
Epoch  17 Batch  255/269 - Train Accuracy:  0.890, Validation Accuracy:  0.876, Loss:  0.045
Epoch  17 Batch  256/269 - Train Accuracy:  0.852, Validation Accuracy:  0.867, Loss:  0.050
Epoch  17 Batch  257/269 - Train Accuracy:  0.854, Validation Accuracy:  0.861, Loss:  0.054
Epoch  17 Batch  258/269 - Train Accuracy:  0.876, Validation Accuracy:  0.859, Loss:  0.047
Epoch  17 Batch  259/269 - Train Accuracy:  0.906, Validation Accuracy:  0.869, Loss:  0.047
Epoch  17 Batch  260/269 - Train Accuracy:  0.879, Validation Accuracy:  0.878, Loss:  0.051
Epoch  17 Batch  261/269 - Train Accuracy:  0.880, Validation Accuracy:  0.879, Loss:  0.051
Epoch  17 Batch  262/269 - Train Accuracy:  0.885, Validation Accuracy:  0.868, Loss:  0.046
Epoch  17 Batch  263/269 - Train Accuracy:  0.876, Validation Accuracy:  0.870, Loss:  0.051
Epoch  17 Batch  264/269 - Train Accuracy:  0.872, Validation Accuracy:  0.871, Loss:  0.053
Epoch  17 Batch  265/269 - Train Accuracy:  0.882, Validation Accuracy:  0.863, Loss:  0.052
Epoch  17 Batch  266/269 - Train Accuracy:  0.884, Validation Accuracy:  0.865, Loss:  0.049
Epoch  17 Batch  267/269 - Train Accuracy:  0.883, Validation Accuracy:  0.862, Loss:  0.049
Epoch  18 Batch    0/269 - Train Accuracy:  0.883, Validation Accuracy:  0.866, Loss:  0.057
Epoch  18 Batch    1/269 - Train Accuracy:  0.878, Validation Accuracy:  0.871, Loss:  0.050
Epoch  18 Batch    2/269 - Train Accuracy:  0.871, Validation Accuracy:  0.872, Loss:  0.048
Epoch  18 Batch    3/269 - Train Accuracy:  0.884, Validation Accuracy:  0.871, Loss:  0.050
Epoch  18 Batch    4/269 - Train Accuracy:  0.849, Validation Accuracy:  0.862, Loss:  0.055
Epoch  18 Batch    5/269 - Train Accuracy:  0.846, Validation Accuracy:  0.855, Loss:  0.053
Epoch  18 Batch    6/269 - Train Accuracy:  0.872, Validation Accuracy:  0.857, Loss:  0.050
Epoch  18 Batch    7/269 - Train Accuracy:  0.872, Validation Accuracy:  0.861, Loss:  0.048
Epoch  18 Batch    8/269 - Train Accuracy:  0.881, Validation Accuracy:  0.863, Loss:  0.052
Epoch  18 Batch    9/269 - Train Accuracy:  0.865, Validation Accuracy:  0.860, Loss:  0.052
Epoch  18 Batch   10/269 - Train Accuracy:  0.883, Validation Accuracy:  0.854, Loss:  0.051
Epoch  18 Batch   11/269 - Train Accuracy:  0.869, Validation Accuracy:  0.853, Loss:  0.054
Epoch  18 Batch   12/269 - Train Accuracy:  0.856, Validation Accuracy:  0.853, Loss:  0.053
Epoch  18 Batch   13/269 - Train Accuracy:  0.893, Validation Accuracy:  0.850, Loss:  0.044
Epoch  18 Batch   14/269 - Train Accuracy:  0.862, Validation Accuracy:  0.856, Loss:  0.050
Epoch  18 Batch   15/269 - Train Accuracy:  0.878, Validation Accuracy:  0.861, Loss:  0.045
Epoch  18 Batch   16/269 - Train Accuracy:  0.883, Validation Accuracy:  0.865, Loss:  0.052
Epoch  18 Batch   17/269 - Train Accuracy:  0.883, Validation Accuracy:  0.867, Loss:  0.046
Epoch  18 Batch   18/269 - Train Accuracy:  0.882, Validation Accuracy:  0.866, Loss:  0.048
Epoch  18 Batch   19/269 - Train Accuracy:  0.886, Validation Accuracy:  0.869, Loss:  0.044
Epoch  18 Batch   20/269 - Train Accuracy:  0.868, Validation Accuracy:  0.876, Loss:  0.053
Epoch  18 Batch   21/269 - Train Accuracy:  0.869, Validation Accuracy:  0.877, Loss:  0.058
Epoch  18 Batch   22/269 - Train Accuracy:  0.884, Validation Accuracy:  0.866, Loss:  0.049
Epoch  18 Batch   23/269 - Train Accuracy:  0.867, Validation Accuracy:  0.860, Loss:  0.052
Epoch  18 Batch   24/269 - Train Accuracy:  0.860, Validation Accuracy:  0.862, Loss:  0.047
Epoch  18 Batch   25/269 - Train Accuracy:  0.887, Validation Accuracy:  0.856, Loss:  0.056
Epoch  18 Batch   26/269 - Train Accuracy:  0.886, Validation Accuracy:  0.855, Loss:  0.048
Epoch  18 Batch   27/269 - Train Accuracy:  0.885, Validation Accuracy:  0.860, Loss:  0.051
Epoch  18 Batch   28/269 - Train Accuracy:  0.862, Validation Accuracy:  0.864, Loss:  0.051
Epoch  18 Batch   29/269 - Train Accuracy:  0.871, Validation Accuracy:  0.867, Loss:  0.050
Epoch  18 Batch   30/269 - Train Accuracy:  0.887, Validation Accuracy:  0.868, Loss:  0.050
Epoch  18 Batch   31/269 - Train Accuracy:  0.890, Validation Accuracy:  0.870, Loss:  0.050
Epoch  18 Batch   32/269 - Train Accuracy:  0.893, Validation Accuracy:  0.869, Loss:  0.044
Epoch  18 Batch   33/269 - Train Accuracy:  0.882, Validation Accuracy:  0.865, Loss:  0.044
Epoch  18 Batch   34/269 - Train Accuracy:  0.880, Validation Accuracy:  0.858, Loss:  0.049
Epoch  18 Batch   35/269 - Train Accuracy:  0.882, Validation Accuracy:  0.866, Loss:  0.056
Epoch  18 Batch   36/269 - Train Accuracy:  0.875, Validation Accuracy:  0.871, Loss:  0.047
Epoch  18 Batch   37/269 - Train Accuracy:  0.892, Validation Accuracy:  0.868, Loss:  0.048
Epoch  18 Batch   38/269 - Train Accuracy:  0.876, Validation Accuracy:  0.870, Loss:  0.048
Epoch  18 Batch   39/269 - Train Accuracy:  0.892, Validation Accuracy:  0.872, Loss:  0.046
Epoch  18 Batch   40/269 - Train Accuracy:  0.874, Validation Accuracy:  0.866, Loss:  0.049
Epoch  18 Batch   41/269 - Train Accuracy:  0.875, Validation Accuracy:  0.863, Loss:  0.050
Epoch  18 Batch   42/269 - Train Accuracy:  0.885, Validation Accuracy:  0.863, Loss:  0.047
Epoch  18 Batch   43/269 - Train Accuracy:  0.889, Validation Accuracy:  0.861, Loss:  0.049
Epoch  18 Batch   44/269 - Train Accuracy:  0.883, Validation Accuracy:  0.869, Loss:  0.050
Epoch  18 Batch   45/269 - Train Accuracy:  0.884, Validation Accuracy:  0.869, Loss:  0.053
Epoch  18 Batch   46/269 - Train Accuracy:  0.877, Validation Accuracy:  0.867, Loss:  0.047
Epoch  18 Batch   47/269 - Train Accuracy:  0.898, Validation Accuracy:  0.869, Loss:  0.042
Epoch  18 Batch   48/269 - Train Accuracy:  0.897, Validation Accuracy:  0.872, Loss:  0.045
Epoch  18 Batch   49/269 - Train Accuracy:  0.890, Validation Accuracy:  0.888, Loss:  0.047
Epoch  18 Batch   50/269 - Train Accuracy:  0.886, Validation Accuracy:  0.878, Loss:  0.057
Epoch  18 Batch   51/269 - Train Accuracy:  0.872, Validation Accuracy:  0.874, Loss:  0.053
Epoch  18 Batch   52/269 - Train Accuracy:  0.871, Validation Accuracy:  0.873, Loss:  0.043
Epoch  18 Batch   53/269 - Train Accuracy:  0.896, Validation Accuracy:  0.875, Loss:  0.048
Epoch  18 Batch   54/269 - Train Accuracy:  0.901, Validation Accuracy:  0.871, Loss:  0.044
Epoch  18 Batch   55/269 - Train Accuracy:  0.883, Validation Accuracy:  0.867, Loss:  0.047
Epoch  18 Batch   56/269 - Train Accuracy:  0.878, Validation Accuracy:  0.869, Loss:  0.051
Epoch  18 Batch   57/269 - Train Accuracy:  0.893, Validation Accuracy:  0.868, Loss:  0.048
Epoch  18 Batch   58/269 - Train Accuracy:  0.878, Validation Accuracy:  0.873, Loss:  0.048
Epoch  18 Batch   59/269 - Train Accuracy:  0.908, Validation Accuracy:  0.872, Loss:  0.043
Epoch  18 Batch   60/269 - Train Accuracy:  0.882, Validation Accuracy:  0.878, Loss:  0.048
Epoch  18 Batch   61/269 - Train Accuracy:  0.882, Validation Accuracy:  0.869, Loss:  0.044
Epoch  18 Batch   62/269 - Train Accuracy:  0.896, Validation Accuracy:  0.867, Loss:  0.050
Epoch  18 Batch   63/269 - Train Accuracy:  0.898, Validation Accuracy:  0.869, Loss:  0.049
Epoch  18 Batch   64/269 - Train Accuracy:  0.888, Validation Accuracy:  0.879, Loss:  0.046
Epoch  18 Batch   65/269 - Train Accuracy:  0.891, Validation Accuracy:  0.883, Loss:  0.046
Epoch  18 Batch   66/269 - Train Accuracy:  0.888, Validation Accuracy:  0.880, Loss:  0.048
Epoch  18 Batch   67/269 - Train Accuracy:  0.889, Validation Accuracy:  0.875, Loss:  0.053
Epoch  18 Batch   68/269 - Train Accuracy:  0.876, Validation Accuracy:  0.871, Loss:  0.052
Epoch  18 Batch   69/269 - Train Accuracy:  0.877, Validation Accuracy:  0.874, Loss:  0.053
Epoch  18 Batch   70/269 - Train Accuracy:  0.914, Validation Accuracy:  0.884, Loss:  0.047
Epoch  18 Batch   71/269 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.052
Epoch  18 Batch   72/269 - Train Accuracy:  0.884, Validation Accuracy:  0.886, Loss:  0.051
Epoch  18 Batch   73/269 - Train Accuracy:  0.885, Validation Accuracy:  0.883, Loss:  0.050
Epoch  18 Batch   74/269 - Train Accuracy:  0.894, Validation Accuracy:  0.889, Loss:  0.044
Epoch  18 Batch   75/269 - Train Accuracy:  0.887, Validation Accuracy:  0.877, Loss:  0.056
Epoch  18 Batch   76/269 - Train Accuracy:  0.870, Validation Accuracy:  0.873, Loss:  0.046
Epoch  18 Batch   77/269 - Train Accuracy:  0.902, Validation Accuracy:  0.880, Loss:  0.046
Epoch  18 Batch   78/269 - Train Accuracy:  0.893, Validation Accuracy:  0.883, Loss:  0.052
Epoch  18 Batch   79/269 - Train Accuracy:  0.870, Validation Accuracy:  0.881, Loss:  0.052
Epoch  18 Batch   80/269 - Train Accuracy:  0.890, Validation Accuracy:  0.880, Loss:  0.045
Epoch  18 Batch   81/269 - Train Accuracy:  0.899, Validation Accuracy:  0.881, Loss:  0.051
Epoch  18 Batch   82/269 - Train Accuracy:  0.891, Validation Accuracy:  0.881, Loss:  0.043
Epoch  18 Batch   83/269 - Train Accuracy:  0.875, Validation Accuracy:  0.872, Loss:  0.054
Epoch  18 Batch   84/269 - Train Accuracy:  0.900, Validation Accuracy:  0.873, Loss:  0.044
Epoch  18 Batch   85/269 - Train Accuracy:  0.884, Validation Accuracy:  0.867, Loss:  0.051
Epoch  18 Batch   86/269 - Train Accuracy:  0.888, Validation Accuracy:  0.874, Loss:  0.047
Epoch  18 Batch   87/269 - Train Accuracy:  0.898, Validation Accuracy:  0.878, Loss:  0.045
Epoch  18 Batch   88/269 - Train Accuracy:  0.890, Validation Accuracy:  0.874, Loss:  0.048
Epoch  18 Batch   89/269 - Train Accuracy:  0.891, Validation Accuracy:  0.879, Loss:  0.046
Epoch  18 Batch   90/269 - Train Accuracy:  0.868, Validation Accuracy:  0.860, Loss:  0.053
Epoch  18 Batch   91/269 - Train Accuracy:  0.888, Validation Accuracy:  0.864, Loss:  0.046
Epoch  18 Batch   92/269 - Train Accuracy:  0.890, Validation Accuracy:  0.872, Loss:  0.045
Epoch  18 Batch   93/269 - Train Accuracy:  0.889, Validation Accuracy:  0.875, Loss:  0.047
Epoch  18 Batch   94/269 - Train Accuracy:  0.878, Validation Accuracy:  0.877, Loss:  0.053
Epoch  18 Batch   95/269 - Train Accuracy:  0.884, Validation Accuracy:  0.883, Loss:  0.049
Epoch  18 Batch   96/269 - Train Accuracy:  0.875, Validation Accuracy:  0.884, Loss:  0.051
Epoch  18 Batch   97/269 - Train Accuracy:  0.889, Validation Accuracy:  0.889, Loss:  0.046
Epoch  18 Batch   98/269 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.053
Epoch  18 Batch   99/269 - Train Accuracy:  0.889, Validation Accuracy:  0.885, Loss:  0.044
Epoch  18 Batch  100/269 - Train Accuracy:  0.912, Validation Accuracy:  0.879, Loss:  0.046
Epoch  18 Batch  101/269 - Train Accuracy:  0.864, Validation Accuracy:  0.872, Loss:  0.053
Epoch  18 Batch  102/269 - Train Accuracy:  0.879, Validation Accuracy:  0.872, Loss:  0.047
Epoch  18 Batch  103/269 - Train Accuracy:  0.882, Validation Accuracy:  0.880, Loss:  0.050
Epoch  18 Batch  104/269 - Train Accuracy:  0.885, Validation Accuracy:  0.889, Loss:  0.043
Epoch  18 Batch  105/269 - Train Accuracy:  0.884, Validation Accuracy:  0.895, Loss:  0.050
Epoch  18 Batch  106/269 - Train Accuracy:  0.901, Validation Accuracy:  0.899, Loss:  0.044
Epoch  18 Batch  107/269 - Train Accuracy:  0.896, Validation Accuracy:  0.893, Loss:  0.044
Epoch  18 Batch  108/269 - Train Accuracy:  0.892, Validation Accuracy:  0.896, Loss:  0.045
Epoch  18 Batch  109/269 - Train Accuracy:  0.884, Validation Accuracy:  0.902, Loss:  0.053
Epoch  18 Batch  110/269 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.043
Epoch  18 Batch  111/269 - Train Accuracy:  0.901, Validation Accuracy:  0.887, Loss:  0.042
Epoch  18 Batch  112/269 - Train Accuracy:  0.878, Validation Accuracy:  0.887, Loss:  0.045
Epoch  18 Batch  113/269 - Train Accuracy:  0.889, Validation Accuracy:  0.888, Loss:  0.046
Epoch  18 Batch  114/269 - Train Accuracy:  0.903, Validation Accuracy:  0.891, Loss:  0.045
Epoch  18 Batch  115/269 - Train Accuracy:  0.881, Validation Accuracy:  0.894, Loss:  0.047
Epoch  18 Batch  116/269 - Train Accuracy:  0.899, Validation Accuracy:  0.895, Loss:  0.042
Epoch  18 Batch  117/269 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.044
Epoch  18 Batch  118/269 - Train Accuracy:  0.897, Validation Accuracy:  0.890, Loss:  0.042
Epoch  18 Batch  119/269 - Train Accuracy:  0.905, Validation Accuracy:  0.892, Loss:  0.042
Epoch  18 Batch  120/269 - Train Accuracy:  0.907, Validation Accuracy:  0.885, Loss:  0.043
Epoch  18 Batch  121/269 - Train Accuracy:  0.897, Validation Accuracy:  0.884, Loss:  0.040
Epoch  18 Batch  122/269 - Train Accuracy:  0.916, Validation Accuracy:  0.885, Loss:  0.039
Epoch  18 Batch  123/269 - Train Accuracy:  0.894, Validation Accuracy:  0.886, Loss:  0.045
Epoch  18 Batch  124/269 - Train Accuracy:  0.893, Validation Accuracy:  0.886, Loss:  0.041
Epoch  18 Batch  125/269 - Train Accuracy:  0.890, Validation Accuracy:  0.886, Loss:  0.047
Epoch  18 Batch  126/269 - Train Accuracy:  0.867, Validation Accuracy:  0.889, Loss:  0.047
Epoch  18 Batch  127/269 - Train Accuracy:  0.892, Validation Accuracy:  0.890, Loss:  0.046
Epoch  18 Batch  128/269 - Train Accuracy:  0.895, Validation Accuracy:  0.892, Loss:  0.044
Epoch  18 Batch  129/269 - Train Accuracy:  0.899, Validation Accuracy:  0.894, Loss:  0.042
Epoch  18 Batch  130/269 - Train Accuracy:  0.900, Validation Accuracy:  0.889, Loss:  0.045
Epoch  18 Batch  131/269 - Train Accuracy:  0.870, Validation Accuracy:  0.888, Loss:  0.048
Epoch  18 Batch  132/269 - Train Accuracy:  0.889, Validation Accuracy:  0.887, Loss:  0.046
Epoch  18 Batch  133/269 - Train Accuracy:  0.886, Validation Accuracy:  0.887, Loss:  0.041
Epoch  18 Batch  134/269 - Train Accuracy:  0.891, Validation Accuracy:  0.892, Loss:  0.044
Epoch  18 Batch  135/269 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.043
Epoch  18 Batch  136/269 - Train Accuracy:  0.886, Validation Accuracy:  0.891, Loss:  0.048
Epoch  18 Batch  137/269 - Train Accuracy:  0.896, Validation Accuracy:  0.884, Loss:  0.047
Epoch  18 Batch  138/269 - Train Accuracy:  0.875, Validation Accuracy:  0.883, Loss:  0.046
Epoch  18 Batch  139/269 - Train Accuracy:  0.903, Validation Accuracy:  0.890, Loss:  0.038
Epoch  18 Batch  140/269 - Train Accuracy:  0.899, Validation Accuracy:  0.893, Loss:  0.045
Epoch  18 Batch  141/269 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.050
Epoch  18 Batch  142/269 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.048
Epoch  18 Batch  143/269 - Train Accuracy:  0.909, Validation Accuracy:  0.888, Loss:  0.043
Epoch  18 Batch  144/269 - Train Accuracy:  0.903, Validation Accuracy:  0.884, Loss:  0.040
Epoch  18 Batch  145/269 - Train Accuracy:  0.910, Validation Accuracy:  0.889, Loss:  0.043
Epoch  18 Batch  146/269 - Train Accuracy:  0.903, Validation Accuracy:  0.894, Loss:  0.042
Epoch  18 Batch  147/269 - Train Accuracy:  0.886, Validation Accuracy:  0.890, Loss:  0.046
Epoch  18 Batch  148/269 - Train Accuracy:  0.915, Validation Accuracy:  0.888, Loss:  0.046
Epoch  18 Batch  149/269 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.048
Epoch  18 Batch  150/269 - Train Accuracy:  0.886, Validation Accuracy:  0.887, Loss:  0.050
Epoch  18 Batch  151/269 - Train Accuracy:  0.910, Validation Accuracy:  0.889, Loss:  0.046
Epoch  18 Batch  152/269 - Train Accuracy:  0.902, Validation Accuracy:  0.890, Loss:  0.048
Epoch  18 Batch  153/269 - Train Accuracy:  0.899, Validation Accuracy:  0.894, Loss:  0.042
Epoch  18 Batch  154/269 - Train Accuracy:  0.901, Validation Accuracy:  0.892, Loss:  0.044
Epoch  18 Batch  155/269 - Train Accuracy:  0.903, Validation Accuracy:  0.893, Loss:  0.044
Epoch  18 Batch  156/269 - Train Accuracy:  0.889, Validation Accuracy:  0.890, Loss:  0.044
Epoch  18 Batch  157/269 - Train Accuracy:  0.904, Validation Accuracy:  0.891, Loss:  0.042
Epoch  18 Batch  158/269 - Train Accuracy:  0.894, Validation Accuracy:  0.893, Loss:  0.044
Epoch  18 Batch  159/269 - Train Accuracy:  0.892, Validation Accuracy:  0.896, Loss:  0.046
Epoch  18 Batch  160/269 - Train Accuracy:  0.912, Validation Accuracy:  0.900, Loss:  0.041
Epoch  18 Batch  161/269 - Train Accuracy:  0.913, Validation Accuracy:  0.888, Loss:  0.039
Epoch  18 Batch  162/269 - Train Accuracy:  0.907, Validation Accuracy:  0.893, Loss:  0.045
Epoch  18 Batch  163/269 - Train Accuracy:  0.910, Validation Accuracy:  0.888, Loss:  0.044
Epoch  18 Batch  164/269 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.048
Epoch  18 Batch  165/269 - Train Accuracy:  0.915, Validation Accuracy:  0.887, Loss:  0.045
Epoch  18 Batch  166/269 - Train Accuracy:  0.895, Validation Accuracy:  0.880, Loss:  0.047
Epoch  18 Batch  167/269 - Train Accuracy:  0.907, Validation Accuracy:  0.884, Loss:  0.042
Epoch  18 Batch  168/269 - Train Accuracy:  0.888, Validation Accuracy:  0.890, Loss:  0.043
Epoch  18 Batch  169/269 - Train Accuracy:  0.904, Validation Accuracy:  0.887, Loss:  0.042
Epoch  18 Batch  170/269 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.049
Epoch  18 Batch  171/269 - Train Accuracy:  0.895, Validation Accuracy:  0.884, Loss:  0.049
Epoch  18 Batch  172/269 - Train Accuracy:  0.892, Validation Accuracy:  0.885, Loss:  0.051
Epoch  18 Batch  173/269 - Train Accuracy:  0.902, Validation Accuracy:  0.884, Loss:  0.041
Epoch  18 Batch  174/269 - Train Accuracy:  0.916, Validation Accuracy:  0.886, Loss:  0.047
Epoch  18 Batch  175/269 - Train Accuracy:  0.882, Validation Accuracy:  0.894, Loss:  0.056
Epoch  18 Batch  176/269 - Train Accuracy:  0.890, Validation Accuracy:  0.887, Loss:  0.046
Epoch  18 Batch  177/269 - Train Accuracy:  0.906, Validation Accuracy:  0.884, Loss:  0.042
Epoch  18 Batch  178/269 - Train Accuracy:  0.888, Validation Accuracy:  0.883, Loss:  0.044
Epoch  18 Batch  179/269 - Train Accuracy:  0.906, Validation Accuracy:  0.890, Loss:  0.048
Epoch  18 Batch  180/269 - Train Accuracy:  0.900, Validation Accuracy:  0.890, Loss:  0.044
Epoch  18 Batch  181/269 - Train Accuracy:  0.888, Validation Accuracy:  0.895, Loss:  0.052
Epoch  18 Batch  182/269 - Train Accuracy:  0.893, Validation Accuracy:  0.885, Loss:  0.044
Epoch  18 Batch  183/269 - Train Accuracy:  0.912, Validation Accuracy:  0.887, Loss:  0.040
Epoch  18 Batch  184/269 - Train Accuracy:  0.888, Validation Accuracy:  0.888, Loss:  0.053
Epoch  18 Batch  185/269 - Train Accuracy:  0.906, Validation Accuracy:  0.889, Loss:  0.044
Epoch  18 Batch  186/269 - Train Accuracy:  0.895, Validation Accuracy:  0.890, Loss:  0.048
Epoch  18 Batch  187/269 - Train Accuracy:  0.906, Validation Accuracy:  0.890, Loss:  0.050
Epoch  18 Batch  188/269 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.044
Epoch  18 Batch  189/269 - Train Accuracy:  0.897, Validation Accuracy:  0.885, Loss:  0.052
Epoch  18 Batch  190/269 - Train Accuracy:  0.884, Validation Accuracy:  0.881, Loss:  0.048
Epoch  18 Batch  191/269 - Train Accuracy:  0.894, Validation Accuracy:  0.875, Loss:  0.051
Epoch  18 Batch  192/269 - Train Accuracy:  0.897, Validation Accuracy:  0.879, Loss:  0.047
Epoch  18 Batch  193/269 - Train Accuracy:  0.894, Validation Accuracy:  0.877, Loss:  0.045
Epoch  18 Batch  194/269 - Train Accuracy:  0.890, Validation Accuracy:  0.881, Loss:  0.047
Epoch  18 Batch  195/269 - Train Accuracy:  0.899, Validation Accuracy:  0.885, Loss:  0.043
Epoch  18 Batch  196/269 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.047
Epoch  18 Batch  197/269 - Train Accuracy:  0.885, Validation Accuracy:  0.886, Loss:  0.044
Epoch  18 Batch  198/269 - Train Accuracy:  0.881, Validation Accuracy:  0.880, Loss:  0.046
Epoch  18 Batch  199/269 - Train Accuracy:  0.903, Validation Accuracy:  0.881, Loss:  0.044
Epoch  18 Batch  200/269 - Train Accuracy:  0.906, Validation Accuracy:  0.883, Loss:  0.043
Epoch  18 Batch  201/269 - Train Accuracy:  0.904, Validation Accuracy:  0.886, Loss:  0.044
Epoch  18 Batch  202/269 - Train Accuracy:  0.902, Validation Accuracy:  0.890, Loss:  0.045
Epoch  18 Batch  203/269 - Train Accuracy:  0.895, Validation Accuracy:  0.887, Loss:  0.044
Epoch  18 Batch  204/269 - Train Accuracy:  0.899, Validation Accuracy:  0.887, Loss:  0.047
Epoch  18 Batch  205/269 - Train Accuracy:  0.893, Validation Accuracy:  0.879, Loss:  0.041
Epoch  18 Batch  206/269 - Train Accuracy:  0.895, Validation Accuracy:  0.880, Loss:  0.048
Epoch  18 Batch  207/269 - Train Accuracy:  0.908, Validation Accuracy:  0.890, Loss:  0.042
Epoch  18 Batch  208/269 - Train Accuracy:  0.896, Validation Accuracy:  0.889, Loss:  0.048
Epoch  18 Batch  209/269 - Train Accuracy:  0.903, Validation Accuracy:  0.886, Loss:  0.043
Epoch  18 Batch  210/269 - Train Accuracy:  0.892, Validation Accuracy:  0.886, Loss:  0.041
Epoch  18 Batch  211/269 - Train Accuracy:  0.906, Validation Accuracy:  0.886, Loss:  0.050
Epoch  18 Batch  212/269 - Train Accuracy:  0.892, Validation Accuracy:  0.892, Loss:  0.048
Epoch  18 Batch  213/269 - Train Accuracy:  0.899, Validation Accuracy:  0.890, Loss:  0.041
Epoch  18 Batch  214/269 - Train Accuracy:  0.904, Validation Accuracy:  0.889, Loss:  0.043
Epoch  18 Batch  215/269 - Train Accuracy:  0.906, Validation Accuracy:  0.891, Loss:  0.045
Epoch  18 Batch  216/269 - Train Accuracy:  0.888, Validation Accuracy:  0.888, Loss:  0.052
Epoch  18 Batch  217/269 - Train Accuracy:  0.888, Validation Accuracy:  0.886, Loss:  0.045
Epoch  18 Batch  218/269 - Train Accuracy:  0.905, Validation Accuracy:  0.891, Loss:  0.042
Epoch  18 Batch  219/269 - Train Accuracy:  0.893, Validation Accuracy:  0.889, Loss:  0.043
Epoch  18 Batch  220/269 - Train Accuracy:  0.889, Validation Accuracy:  0.887, Loss:  0.040
Epoch  18 Batch  221/269 - Train Accuracy:  0.915, Validation Accuracy:  0.888, Loss:  0.041
Epoch  18 Batch  222/269 - Train Accuracy:  0.913, Validation Accuracy:  0.889, Loss:  0.042
Epoch  18 Batch  223/269 - Train Accuracy:  0.895, Validation Accuracy:  0.885, Loss:  0.040
Epoch  18 Batch  224/269 - Train Accuracy:  0.901, Validation Accuracy:  0.888, Loss:  0.047
Epoch  18 Batch  225/269 - Train Accuracy:  0.881, Validation Accuracy:  0.886, Loss:  0.044
Epoch  18 Batch  226/269 - Train Accuracy:  0.892, Validation Accuracy:  0.888, Loss:  0.047
Epoch  18 Batch  227/269 - Train Accuracy:  0.910, Validation Accuracy:  0.884, Loss:  0.043
Epoch  18 Batch  228/269 - Train Accuracy:  0.911, Validation Accuracy:  0.887, Loss:  0.043
Epoch  18 Batch  229/269 - Train Accuracy:  0.909, Validation Accuracy:  0.889, Loss:  0.037
Epoch  18 Batch  230/269 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.044
Epoch  18 Batch  231/269 - Train Accuracy:  0.871, Validation Accuracy:  0.887, Loss:  0.049
Epoch  18 Batch  232/269 - Train Accuracy:  0.892, Validation Accuracy:  0.886, Loss:  0.045
Epoch  18 Batch  233/269 - Train Accuracy:  0.905, Validation Accuracy:  0.891, Loss:  0.046
Epoch  18 Batch  234/269 - Train Accuracy:  0.900, Validation Accuracy:  0.889, Loss:  0.038
Epoch  18 Batch  235/269 - Train Accuracy:  0.925, Validation Accuracy:  0.884, Loss:  0.035
Epoch  18 Batch  236/269 - Train Accuracy:  0.892, Validation Accuracy:  0.887, Loss:  0.044
Epoch  18 Batch  237/269 - Train Accuracy:  0.916, Validation Accuracy:  0.883, Loss:  0.040
Epoch  18 Batch  238/269 - Train Accuracy:  0.899, Validation Accuracy:  0.889, Loss:  0.043
Epoch  18 Batch  239/269 - Train Accuracy:  0.919, Validation Accuracy:  0.892, Loss:  0.038
Epoch  18 Batch  240/269 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.038
Epoch  18 Batch  241/269 - Train Accuracy:  0.888, Validation Accuracy:  0.889, Loss:  0.048
Epoch  18 Batch  242/269 - Train Accuracy:  0.911, Validation Accuracy:  0.890, Loss:  0.043
Epoch  18 Batch  243/269 - Train Accuracy:  0.908, Validation Accuracy:  0.883, Loss:  0.040
Epoch  18 Batch  244/269 - Train Accuracy:  0.883, Validation Accuracy:  0.887, Loss:  0.050
Epoch  18 Batch  245/269 - Train Accuracy:  0.890, Validation Accuracy:  0.887, Loss:  0.044
Epoch  18 Batch  246/269 - Train Accuracy:  0.882, Validation Accuracy:  0.889, Loss:  0.046
Epoch  18 Batch  247/269 - Train Accuracy:  0.905, Validation Accuracy:  0.890, Loss:  0.045
Epoch  18 Batch  248/269 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.043
Epoch  18 Batch  249/269 - Train Accuracy:  0.914, Validation Accuracy:  0.892, Loss:  0.042
Epoch  18 Batch  250/269 - Train Accuracy:  0.894, Validation Accuracy:  0.892, Loss:  0.044
Epoch  18 Batch  251/269 - Train Accuracy:  0.907, Validation Accuracy:  0.885, Loss:  0.039
Epoch  18 Batch  252/269 - Train Accuracy:  0.910, Validation Accuracy:  0.886, Loss:  0.040
Epoch  18 Batch  253/269 - Train Accuracy:  0.892, Validation Accuracy:  0.894, Loss:  0.049
Epoch  18 Batch  254/269 - Train Accuracy:  0.898, Validation Accuracy:  0.893, Loss:  0.044
Epoch  18 Batch  255/269 - Train Accuracy:  0.915, Validation Accuracy:  0.893, Loss:  0.037
Epoch  18 Batch  256/269 - Train Accuracy:  0.897, Validation Accuracy:  0.901, Loss:  0.047
Epoch  18 Batch  257/269 - Train Accuracy:  0.892, Validation Accuracy:  0.889, Loss:  0.045
Epoch  18 Batch  258/269 - Train Accuracy:  0.907, Validation Accuracy:  0.888, Loss:  0.042
Epoch  18 Batch  259/269 - Train Accuracy:  0.917, Validation Accuracy:  0.889, Loss:  0.039
Epoch  18 Batch  260/269 - Train Accuracy:  0.893, Validation Accuracy:  0.886, Loss:  0.047
Epoch  18 Batch  261/269 - Train Accuracy:  0.887, Validation Accuracy:  0.886, Loss:  0.045
Epoch  18 Batch  262/269 - Train Accuracy:  0.899, Validation Accuracy:  0.889, Loss:  0.042
Epoch  18 Batch  263/269 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.046
Epoch  18 Batch  264/269 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.046
Epoch  18 Batch  265/269 - Train Accuracy:  0.903, Validation Accuracy:  0.890, Loss:  0.043
Epoch  18 Batch  266/269 - Train Accuracy:  0.900, Validation Accuracy:  0.889, Loss:  0.041
Epoch  18 Batch  267/269 - Train Accuracy:  0.890, Validation Accuracy:  0.897, Loss:  0.045
Epoch  19 Batch    0/269 - Train Accuracy:  0.908, Validation Accuracy:  0.893, Loss:  0.048
Epoch  19 Batch    1/269 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.040
Epoch  19 Batch    2/269 - Train Accuracy:  0.901, Validation Accuracy:  0.893, Loss:  0.042
Epoch  19 Batch    3/269 - Train Accuracy:  0.921, Validation Accuracy:  0.892, Loss:  0.039
Epoch  19 Batch    4/269 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.048
Epoch  19 Batch    5/269 - Train Accuracy:  0.884, Validation Accuracy:  0.886, Loss:  0.043
Epoch  19 Batch    6/269 - Train Accuracy:  0.905, Validation Accuracy:  0.880, Loss:  0.041
Epoch  19 Batch    7/269 - Train Accuracy:  0.891, Validation Accuracy:  0.880, Loss:  0.046
Epoch  19 Batch    8/269 - Train Accuracy:  0.906, Validation Accuracy:  0.880, Loss:  0.044
Epoch  19 Batch    9/269 - Train Accuracy:  0.886, Validation Accuracy:  0.882, Loss:  0.045
Epoch  19 Batch   10/269 - Train Accuracy:  0.904, Validation Accuracy:  0.882, Loss:  0.043
Epoch  19 Batch   11/269 - Train Accuracy:  0.900, Validation Accuracy:  0.879, Loss:  0.046
Epoch  19 Batch   12/269 - Train Accuracy:  0.889, Validation Accuracy:  0.882, Loss:  0.046
Epoch  19 Batch   13/269 - Train Accuracy:  0.905, Validation Accuracy:  0.887, Loss:  0.038
Epoch  19 Batch   14/269 - Train Accuracy:  0.892, Validation Accuracy:  0.889, Loss:  0.043
Epoch  19 Batch   15/269 - Train Accuracy:  0.911, Validation Accuracy:  0.895, Loss:  0.035
Epoch  19 Batch   16/269 - Train Accuracy:  0.899, Validation Accuracy:  0.898, Loss:  0.045
Epoch  19 Batch   17/269 - Train Accuracy:  0.913, Validation Accuracy:  0.895, Loss:  0.039
Epoch  19 Batch   18/269 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.041
Epoch  19 Batch   19/269 - Train Accuracy:  0.920, Validation Accuracy:  0.893, Loss:  0.034
Epoch  19 Batch   20/269 - Train Accuracy:  0.909, Validation Accuracy:  0.901, Loss:  0.043
Epoch  19 Batch   21/269 - Train Accuracy:  0.890, Validation Accuracy:  0.896, Loss:  0.045
Epoch  19 Batch   22/269 - Train Accuracy:  0.919, Validation Accuracy:  0.898, Loss:  0.039
Epoch  19 Batch   23/269 - Train Accuracy:  0.899, Validation Accuracy:  0.890, Loss:  0.041
Epoch  19 Batch   24/269 - Train Accuracy:  0.899, Validation Accuracy:  0.897, Loss:  0.044
Epoch  19 Batch   25/269 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.045
Epoch  19 Batch   26/269 - Train Accuracy:  0.899, Validation Accuracy:  0.895, Loss:  0.039
Epoch  19 Batch   27/269 - Train Accuracy:  0.894, Validation Accuracy:  0.899, Loss:  0.041
Epoch  19 Batch   28/269 - Train Accuracy:  0.887, Validation Accuracy:  0.889, Loss:  0.042
Epoch  19 Batch   29/269 - Train Accuracy:  0.905, Validation Accuracy:  0.891, Loss:  0.041
Epoch  19 Batch   30/269 - Train Accuracy:  0.916, Validation Accuracy:  0.893, Loss:  0.040
Epoch  19 Batch   31/269 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.039
Epoch  19 Batch   32/269 - Train Accuracy:  0.915, Validation Accuracy:  0.897, Loss:  0.034
Epoch  19 Batch   33/269 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.042
Epoch  19 Batch   34/269 - Train Accuracy:  0.916, Validation Accuracy:  0.891, Loss:  0.040
Epoch  19 Batch   35/269 - Train Accuracy:  0.902, Validation Accuracy:  0.891, Loss:  0.051
Epoch  19 Batch   36/269 - Train Accuracy:  0.899, Validation Accuracy:  0.894, Loss:  0.045
Epoch  19 Batch   37/269 - Train Accuracy:  0.909, Validation Accuracy:  0.894, Loss:  0.039
Epoch  19 Batch   38/269 - Train Accuracy:  0.909, Validation Accuracy:  0.895, Loss:  0.042
Epoch  19 Batch   39/269 - Train Accuracy:  0.909, Validation Accuracy:  0.892, Loss:  0.037
Epoch  19 Batch   40/269 - Train Accuracy:  0.902, Validation Accuracy:  0.891, Loss:  0.044
Epoch  19 Batch   41/269 - Train Accuracy:  0.897, Validation Accuracy:  0.893, Loss:  0.041
Epoch  19 Batch   42/269 - Train Accuracy:  0.908, Validation Accuracy:  0.893, Loss:  0.043
Epoch  19 Batch   43/269 - Train Accuracy:  0.906, Validation Accuracy:  0.895, Loss:  0.039
Epoch  19 Batch   44/269 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.045
Epoch  19 Batch   45/269 - Train Accuracy:  0.899, Validation Accuracy:  0.897, Loss:  0.047
Epoch  19 Batch   46/269 - Train Accuracy:  0.906, Validation Accuracy:  0.897, Loss:  0.037
Epoch  19 Batch   47/269 - Train Accuracy:  0.911, Validation Accuracy:  0.895, Loss:  0.036
Epoch  19 Batch   48/269 - Train Accuracy:  0.914, Validation Accuracy:  0.896, Loss:  0.039
Epoch  19 Batch   49/269 - Train Accuracy:  0.908, Validation Accuracy:  0.896, Loss:  0.039
Epoch  19 Batch   50/269 - Train Accuracy:  0.891, Validation Accuracy:  0.887, Loss:  0.046
Epoch  19 Batch   51/269 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.043
Epoch  19 Batch   52/269 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.036
Epoch  19 Batch   53/269 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.039
Epoch  19 Batch   54/269 - Train Accuracy:  0.910, Validation Accuracy:  0.885, Loss:  0.037
Epoch  19 Batch   55/269 - Train Accuracy:  0.920, Validation Accuracy:  0.880, Loss:  0.040
Epoch  19 Batch   56/269 - Train Accuracy:  0.902, Validation Accuracy:  0.889, Loss:  0.041
Epoch  19 Batch   57/269 - Train Accuracy:  0.909, Validation Accuracy:  0.892, Loss:  0.040
Epoch  19 Batch   58/269 - Train Accuracy:  0.896, Validation Accuracy:  0.891, Loss:  0.039
Epoch  19 Batch   59/269 - Train Accuracy:  0.922, Validation Accuracy:  0.883, Loss:  0.036
Epoch  19 Batch   60/269 - Train Accuracy:  0.907, Validation Accuracy:  0.891, Loss:  0.040
Epoch  19 Batch   61/269 - Train Accuracy:  0.894, Validation Accuracy:  0.892, Loss:  0.039
Epoch  19 Batch   62/269 - Train Accuracy:  0.906, Validation Accuracy:  0.889, Loss:  0.042
Epoch  19 Batch   63/269 - Train Accuracy:  0.911, Validation Accuracy:  0.891, Loss:  0.041
Epoch  19 Batch   64/269 - Train Accuracy:  0.919, Validation Accuracy:  0.891, Loss:  0.038
Epoch  19 Batch   65/269 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.040
Epoch  19 Batch   66/269 - Train Accuracy:  0.911, Validation Accuracy:  0.890, Loss:  0.042
Epoch  19 Batch   67/269 - Train Accuracy:  0.898, Validation Accuracy:  0.889, Loss:  0.043
Epoch  19 Batch   68/269 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.043
Epoch  19 Batch   69/269 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.044
Epoch  19 Batch   70/269 - Train Accuracy:  0.936, Validation Accuracy:  0.894, Loss:  0.036
Epoch  19 Batch   71/269 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.044
Epoch  19 Batch   72/269 - Train Accuracy:  0.901, Validation Accuracy:  0.898, Loss:  0.043
Epoch  19 Batch   73/269 - Train Accuracy:  0.903, Validation Accuracy:  0.896, Loss:  0.041
Epoch  19 Batch   74/269 - Train Accuracy:  0.921, Validation Accuracy:  0.894, Loss:  0.034
Epoch  19 Batch   75/269 - Train Accuracy:  0.915, Validation Accuracy:  0.892, Loss:  0.041
Epoch  19 Batch   76/269 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.038
Epoch  19 Batch   77/269 - Train Accuracy:  0.913, Validation Accuracy:  0.897, Loss:  0.038
Epoch  19 Batch   78/269 - Train Accuracy:  0.910, Validation Accuracy:  0.899, Loss:  0.039
Epoch  19 Batch   79/269 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.039
Epoch  19 Batch   80/269 - Train Accuracy:  0.906, Validation Accuracy:  0.898, Loss:  0.038
Epoch  19 Batch   81/269 - Train Accuracy:  0.911, Validation Accuracy:  0.901, Loss:  0.042
Epoch  19 Batch   82/269 - Train Accuracy:  0.904, Validation Accuracy:  0.897, Loss:  0.033
Epoch  19 Batch   83/269 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.045
Epoch  19 Batch   84/269 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.036
Epoch  19 Batch   85/269 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.036
Epoch  19 Batch   86/269 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.036
Epoch  19 Batch   87/269 - Train Accuracy:  0.908, Validation Accuracy:  0.896, Loss:  0.039
Epoch  19 Batch   88/269 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.038
Epoch  19 Batch   89/269 - Train Accuracy:  0.916, Validation Accuracy:  0.898, Loss:  0.038
Epoch  19 Batch   90/269 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.042
Epoch  19 Batch   91/269 - Train Accuracy:  0.915, Validation Accuracy:  0.901, Loss:  0.037
Epoch  19 Batch   92/269 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.037
Epoch  19 Batch   93/269 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.037
Epoch  19 Batch   94/269 - Train Accuracy:  0.899, Validation Accuracy:  0.898, Loss:  0.047
Epoch  19 Batch   95/269 - Train Accuracy:  0.902, Validation Accuracy:  0.894, Loss:  0.040
Epoch  19 Batch   96/269 - Train Accuracy:  0.895, Validation Accuracy:  0.887, Loss:  0.044
Epoch  19 Batch   97/269 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.039
Epoch  19 Batch   98/269 - Train Accuracy:  0.910, Validation Accuracy:  0.899, Loss:  0.041
Epoch  19 Batch   99/269 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.035
Epoch  19 Batch  100/269 - Train Accuracy:  0.925, Validation Accuracy:  0.896, Loss:  0.039
Epoch  19 Batch  101/269 - Train Accuracy:  0.893, Validation Accuracy:  0.893, Loss:  0.045
Epoch  19 Batch  102/269 - Train Accuracy:  0.898, Validation Accuracy:  0.898, Loss:  0.039
Epoch  19 Batch  103/269 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.042
Epoch  19 Batch  104/269 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.036
Epoch  19 Batch  105/269 - Train Accuracy:  0.900, Validation Accuracy:  0.890, Loss:  0.044
Epoch  19 Batch  106/269 - Train Accuracy:  0.912, Validation Accuracy:  0.895, Loss:  0.038
Epoch  19 Batch  107/269 - Train Accuracy:  0.915, Validation Accuracy:  0.898, Loss:  0.036
Epoch  19 Batch  108/269 - Train Accuracy:  0.910, Validation Accuracy:  0.902, Loss:  0.038
Epoch  19 Batch  109/269 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.046
Epoch  19 Batch  110/269 - Train Accuracy:  0.905, Validation Accuracy:  0.899, Loss:  0.036
Epoch  19 Batch  111/269 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.036
Epoch  19 Batch  112/269 - Train Accuracy:  0.895, Validation Accuracy:  0.894, Loss:  0.040
Epoch  19 Batch  113/269 - Train Accuracy:  0.908, Validation Accuracy:  0.894, Loss:  0.037
Epoch  19 Batch  114/269 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.039
Epoch  19 Batch  115/269 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.041
Epoch  19 Batch  116/269 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.038
Epoch  19 Batch  117/269 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.040
Epoch  19 Batch  118/269 - Train Accuracy:  0.911, Validation Accuracy:  0.905, Loss:  0.035
Epoch  19 Batch  119/269 - Train Accuracy:  0.923, Validation Accuracy:  0.904, Loss:  0.036
Epoch  19 Batch  120/269 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.040
Epoch  19 Batch  121/269 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.033
Epoch  19 Batch  122/269 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.036
Epoch  19 Batch  123/269 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.039
Epoch  19 Batch  124/269 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.033
Epoch  19 Batch  125/269 - Train Accuracy:  0.914, Validation Accuracy:  0.899, Loss:  0.036
Epoch  19 Batch  126/269 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.037
Epoch  19 Batch  127/269 - Train Accuracy:  0.903, Validation Accuracy:  0.895, Loss:  0.040
Epoch  19 Batch  128/269 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.040
Epoch  19 Batch  129/269 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.041
Epoch  19 Batch  130/269 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.042
Epoch  19 Batch  131/269 - Train Accuracy:  0.884, Validation Accuracy:  0.900, Loss:  0.045
Epoch  19 Batch  132/269 - Train Accuracy:  0.908, Validation Accuracy:  0.896, Loss:  0.041
Epoch  19 Batch  133/269 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.039
Epoch  19 Batch  134/269 - Train Accuracy:  0.907, Validation Accuracy:  0.889, Loss:  0.040
Epoch  19 Batch  135/269 - Train Accuracy:  0.909, Validation Accuracy:  0.892, Loss:  0.037
Epoch  19 Batch  136/269 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.043
Epoch  19 Batch  137/269 - Train Accuracy:  0.897, Validation Accuracy:  0.894, Loss:  0.041
Epoch  19 Batch  138/269 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.040
Epoch  19 Batch  139/269 - Train Accuracy:  0.908, Validation Accuracy:  0.899, Loss:  0.033
Epoch  19 Batch  140/269 - Train Accuracy:  0.908, Validation Accuracy:  0.906, Loss:  0.042
Epoch  19 Batch  141/269 - Train Accuracy:  0.912, Validation Accuracy:  0.897, Loss:  0.039
Epoch  19 Batch  142/269 - Train Accuracy:  0.908, Validation Accuracy:  0.891, Loss:  0.039
Epoch  19 Batch  143/269 - Train Accuracy:  0.920, Validation Accuracy:  0.897, Loss:  0.038
Epoch  19 Batch  144/269 - Train Accuracy:  0.924, Validation Accuracy:  0.896, Loss:  0.033
Epoch  19 Batch  145/269 - Train Accuracy:  0.913, Validation Accuracy:  0.899, Loss:  0.036
Epoch  19 Batch  146/269 - Train Accuracy:  0.910, Validation Accuracy:  0.899, Loss:  0.036
Epoch  19 Batch  147/269 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.042
Epoch  19 Batch  148/269 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.038
Epoch  19 Batch  149/269 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.042
Epoch  19 Batch  150/269 - Train Accuracy:  0.894, Validation Accuracy:  0.906, Loss:  0.039
Epoch  19 Batch  151/269 - Train Accuracy:  0.924, Validation Accuracy:  0.902, Loss:  0.039
Epoch  19 Batch  152/269 - Train Accuracy:  0.917, Validation Accuracy:  0.897, Loss:  0.040
Epoch  19 Batch  153/269 - Train Accuracy:  0.925, Validation Accuracy:  0.899, Loss:  0.034
Epoch  19 Batch  154/269 - Train Accuracy:  0.914, Validation Accuracy:  0.899, Loss:  0.039
Epoch  19 Batch  155/269 - Train Accuracy:  0.914, Validation Accuracy:  0.899, Loss:  0.036
Epoch  19 Batch  156/269 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.036
Epoch  19 Batch  157/269 - Train Accuracy:  0.913, Validation Accuracy:  0.899, Loss:  0.035
Epoch  19 Batch  158/269 - Train Accuracy:  0.903, Validation Accuracy:  0.906, Loss:  0.037
Epoch  19 Batch  159/269 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.036
Epoch  19 Batch  160/269 - Train Accuracy:  0.925, Validation Accuracy:  0.900, Loss:  0.034
Epoch  19 Batch  161/269 - Train Accuracy:  0.924, Validation Accuracy:  0.900, Loss:  0.035
Epoch  19 Batch  162/269 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.035
Epoch  19 Batch  163/269 - Train Accuracy:  0.924, Validation Accuracy:  0.900, Loss:  0.035
Epoch  19 Batch  164/269 - Train Accuracy:  0.912, Validation Accuracy:  0.897, Loss:  0.039
Epoch  19 Batch  165/269 - Train Accuracy:  0.923, Validation Accuracy:  0.898, Loss:  0.037
Epoch  19 Batch  166/269 - Train Accuracy:  0.915, Validation Accuracy:  0.898, Loss:  0.034
Epoch  19 Batch  167/269 - Train Accuracy:  0.915, Validation Accuracy:  0.897, Loss:  0.036
Epoch  19 Batch  168/269 - Train Accuracy:  0.914, Validation Accuracy:  0.899, Loss:  0.036
Epoch  19 Batch  169/269 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.035
Epoch  19 Batch  170/269 - Train Accuracy:  0.902, Validation Accuracy:  0.899, Loss:  0.037
Epoch  19 Batch  171/269 - Train Accuracy:  0.913, Validation Accuracy:  0.896, Loss:  0.038
Epoch  19 Batch  172/269 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.037
Epoch  19 Batch  173/269 - Train Accuracy:  0.922, Validation Accuracy:  0.899, Loss:  0.032
Epoch  19 Batch  174/269 - Train Accuracy:  0.923, Validation Accuracy:  0.899, Loss:  0.036
Epoch  19 Batch  175/269 - Train Accuracy:  0.900, Validation Accuracy:  0.899, Loss:  0.048
Epoch  19 Batch  176/269 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.038
Epoch  19 Batch  177/269 - Train Accuracy:  0.931, Validation Accuracy:  0.901, Loss:  0.031
Epoch  19 Batch  178/269 - Train Accuracy:  0.919, Validation Accuracy:  0.899, Loss:  0.037
Epoch  19 Batch  179/269 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.039
Epoch  19 Batch  180/269 - Train Accuracy:  0.921, Validation Accuracy:  0.901, Loss:  0.039
Epoch  19 Batch  181/269 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.044
Epoch  19 Batch  182/269 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.035
Epoch  19 Batch  183/269 - Train Accuracy:  0.931, Validation Accuracy:  0.909, Loss:  0.031
Epoch  19 Batch  184/269 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.037
Epoch  19 Batch  185/269 - Train Accuracy:  0.930, Validation Accuracy:  0.895, Loss:  0.036
Epoch  19 Batch  186/269 - Train Accuracy:  0.907, Validation Accuracy:  0.893, Loss:  0.033
Epoch  19 Batch  187/269 - Train Accuracy:  0.911, Validation Accuracy:  0.891, Loss:  0.035
Epoch  19 Batch  188/269 - Train Accuracy:  0.919, Validation Accuracy:  0.891, Loss:  0.036
Epoch  19 Batch  189/269 - Train Accuracy:  0.908, Validation Accuracy:  0.897, Loss:  0.040
Epoch  19 Batch  190/269 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.039
Epoch  19 Batch  191/269 - Train Accuracy:  0.912, Validation Accuracy:  0.901, Loss:  0.036
Epoch  19 Batch  192/269 - Train Accuracy:  0.917, Validation Accuracy:  0.895, Loss:  0.034
Epoch  19 Batch  193/269 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.038
Epoch  19 Batch  194/269 - Train Accuracy:  0.909, Validation Accuracy:  0.901, Loss:  0.038
Epoch  19 Batch  195/269 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.033
Epoch  19 Batch  196/269 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.038
Epoch  19 Batch  197/269 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.040
Epoch  19 Batch  198/269 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.038
Epoch  19 Batch  199/269 - Train Accuracy:  0.912, Validation Accuracy:  0.901, Loss:  0.037
Epoch  19 Batch  200/269 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.037
Epoch  19 Batch  201/269 - Train Accuracy:  0.919, Validation Accuracy:  0.911, Loss:  0.037
Epoch  19 Batch  202/269 - Train Accuracy:  0.913, Validation Accuracy:  0.908, Loss:  0.034
Epoch  19 Batch  203/269 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.041
Epoch  19 Batch  204/269 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.038
Epoch  19 Batch  205/269 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.039
Epoch  19 Batch  206/269 - Train Accuracy:  0.896, Validation Accuracy:  0.905, Loss:  0.041
Epoch  19 Batch  207/269 - Train Accuracy:  0.913, Validation Accuracy:  0.901, Loss:  0.034
Epoch  19 Batch  208/269 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.039
Epoch  19 Batch  209/269 - Train Accuracy:  0.903, Validation Accuracy:  0.896, Loss:  0.035
Epoch  19 Batch  210/269 - Train Accuracy:  0.906, Validation Accuracy:  0.901, Loss:  0.035
Epoch  19 Batch  211/269 - Train Accuracy:  0.909, Validation Accuracy:  0.906, Loss:  0.043
Epoch  19 Batch  212/269 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.040
Epoch  19 Batch  213/269 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.036
Epoch  19 Batch  214/269 - Train Accuracy:  0.922, Validation Accuracy:  0.904, Loss:  0.035
Epoch  19 Batch  215/269 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.038
Epoch  19 Batch  216/269 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.045
Epoch  19 Batch  217/269 - Train Accuracy:  0.906, Validation Accuracy:  0.898, Loss:  0.041
Epoch  19 Batch  218/269 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.034
Epoch  19 Batch  219/269 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.040
Epoch  19 Batch  220/269 - Train Accuracy:  0.911, Validation Accuracy:  0.899, Loss:  0.036
Epoch  19 Batch  221/269 - Train Accuracy:  0.921, Validation Accuracy:  0.899, Loss:  0.036
Epoch  19 Batch  222/269 - Train Accuracy:  0.920, Validation Accuracy:  0.902, Loss:  0.033
Epoch  19 Batch  223/269 - Train Accuracy:  0.907, Validation Accuracy:  0.893, Loss:  0.033
Epoch  19 Batch  224/269 - Train Accuracy:  0.916, Validation Accuracy:  0.894, Loss:  0.041
Epoch  19 Batch  225/269 - Train Accuracy:  0.897, Validation Accuracy:  0.899, Loss:  0.038
Epoch  19 Batch  226/269 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.040
Epoch  19 Batch  227/269 - Train Accuracy:  0.923, Validation Accuracy:  0.905, Loss:  0.039
Epoch  19 Batch  228/269 - Train Accuracy:  0.913, Validation Accuracy:  0.907, Loss:  0.036
Epoch  19 Batch  229/269 - Train Accuracy:  0.910, Validation Accuracy:  0.905, Loss:  0.034
Epoch  19 Batch  230/269 - Train Accuracy:  0.909, Validation Accuracy:  0.905, Loss:  0.036
Epoch  19 Batch  231/269 - Train Accuracy:  0.893, Validation Accuracy:  0.910, Loss:  0.041
Epoch  19 Batch  232/269 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.042
Epoch  19 Batch  233/269 - Train Accuracy:  0.915, Validation Accuracy:  0.910, Loss:  0.039
Epoch  19 Batch  234/269 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.038
Epoch  19 Batch  235/269 - Train Accuracy:  0.939, Validation Accuracy:  0.903, Loss:  0.031
Epoch  19 Batch  236/269 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.038
Epoch  19 Batch  237/269 - Train Accuracy:  0.924, Validation Accuracy:  0.891, Loss:  0.039
Epoch  19 Batch  238/269 - Train Accuracy:  0.904, Validation Accuracy:  0.892, Loss:  0.038
Epoch  19 Batch  239/269 - Train Accuracy:  0.920, Validation Accuracy:  0.895, Loss:  0.039
Epoch  19 Batch  240/269 - Train Accuracy:  0.922, Validation Accuracy:  0.894, Loss:  0.036
Epoch  19 Batch  241/269 - Train Accuracy:  0.892, Validation Accuracy:  0.900, Loss:  0.043
Epoch  19 Batch  242/269 - Train Accuracy:  0.910, Validation Accuracy:  0.897, Loss:  0.039
Epoch  19 Batch  243/269 - Train Accuracy:  0.924, Validation Accuracy:  0.896, Loss:  0.033
Epoch  19 Batch  244/269 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.042
Epoch  19 Batch  245/269 - Train Accuracy:  0.901, Validation Accuracy:  0.898, Loss:  0.039
Epoch  19 Batch  246/269 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.041
Epoch  19 Batch  247/269 - Train Accuracy:  0.898, Validation Accuracy:  0.900, Loss:  0.040
Epoch  19 Batch  248/269 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.040
Epoch  19 Batch  249/269 - Train Accuracy:  0.919, Validation Accuracy:  0.901, Loss:  0.037
Epoch  19 Batch  250/269 - Train Accuracy:  0.913, Validation Accuracy:  0.894, Loss:  0.042
Epoch  19 Batch  251/269 - Train Accuracy:  0.927, Validation Accuracy:  0.900, Loss:  0.036
Epoch  19 Batch  252/269 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.036
Epoch  19 Batch  253/269 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.041
Epoch  19 Batch  254/269 - Train Accuracy:  0.913, Validation Accuracy:  0.905, Loss:  0.037
Epoch  19 Batch  255/269 - Train Accuracy:  0.929, Validation Accuracy:  0.895, Loss:  0.032
Epoch  19 Batch  256/269 - Train Accuracy:  0.914, Validation Accuracy:  0.899, Loss:  0.036
Epoch  19 Batch  257/269 - Train Accuracy:  0.904, Validation Accuracy:  0.899, Loss:  0.041
Epoch  19 Batch  258/269 - Train Accuracy:  0.913, Validation Accuracy:  0.893, Loss:  0.037
Epoch  19 Batch  259/269 - Train Accuracy:  0.928, Validation Accuracy:  0.895, Loss:  0.036
Epoch  19 Batch  260/269 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.040
Epoch  19 Batch  261/269 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.040
Epoch  19 Batch  262/269 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.037
Epoch  19 Batch  263/269 - Train Accuracy:  0.911, Validation Accuracy:  0.901, Loss:  0.040
Epoch  19 Batch  264/269 - Train Accuracy:  0.923, Validation Accuracy:  0.904, Loss:  0.039
Epoch  19 Batch  265/269 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.041
Epoch  19 Batch  266/269 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.033
Epoch  19 Batch  267/269 - Train Accuracy:  0.908, Validation Accuracy:  0.905, Loss:  0.039
Epoch  20 Batch    0/269 - Train Accuracy:  0.922, Validation Accuracy:  0.905, Loss:  0.038
Epoch  20 Batch    1/269 - Train Accuracy:  0.912, Validation Accuracy:  0.899, Loss:  0.036
Epoch  20 Batch    2/269 - Train Accuracy:  0.902, Validation Accuracy:  0.905, Loss:  0.038
Epoch  20 Batch    3/269 - Train Accuracy:  0.927, Validation Accuracy:  0.902, Loss:  0.034
Epoch  20 Batch    4/269 - Train Accuracy:  0.903, Validation Accuracy:  0.896, Loss:  0.041
Epoch  20 Batch    5/269 - Train Accuracy:  0.906, Validation Accuracy:  0.892, Loss:  0.038
Epoch  20 Batch    6/269 - Train Accuracy:  0.914, Validation Accuracy:  0.885, Loss:  0.037
Epoch  20 Batch    7/269 - Train Accuracy:  0.914, Validation Accuracy:  0.892, Loss:  0.037
Epoch  20 Batch    8/269 - Train Accuracy:  0.920, Validation Accuracy:  0.892, Loss:  0.037
Epoch  20 Batch    9/269 - Train Accuracy:  0.885, Validation Accuracy:  0.887, Loss:  0.044
Epoch  20 Batch   10/269 - Train Accuracy:  0.921, Validation Accuracy:  0.891, Loss:  0.040
Epoch  20 Batch   11/269 - Train Accuracy:  0.907, Validation Accuracy:  0.894, Loss:  0.041
Epoch  20 Batch   12/269 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.042
Epoch  20 Batch   13/269 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.035
Epoch  20 Batch   14/269 - Train Accuracy:  0.899, Validation Accuracy:  0.894, Loss:  0.038
Epoch  20 Batch   15/269 - Train Accuracy:  0.919, Validation Accuracy:  0.896, Loss:  0.031
Epoch  20 Batch   16/269 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.039
Epoch  20 Batch   17/269 - Train Accuracy:  0.911, Validation Accuracy:  0.899, Loss:  0.039
Epoch  20 Batch   18/269 - Train Accuracy:  0.914, Validation Accuracy:  0.892, Loss:  0.039
Epoch  20 Batch   19/269 - Train Accuracy:  0.928, Validation Accuracy:  0.892, Loss:  0.032
Epoch  20 Batch   20/269 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.045
Epoch  20 Batch   21/269 - Train Accuracy:  0.904, Validation Accuracy:  0.902, Loss:  0.045
Epoch  20 Batch   22/269 - Train Accuracy:  0.924, Validation Accuracy:  0.897, Loss:  0.032
Epoch  20 Batch   23/269 - Train Accuracy:  0.910, Validation Accuracy:  0.897, Loss:  0.041
Epoch  20 Batch   24/269 - Train Accuracy:  0.903, Validation Accuracy:  0.893, Loss:  0.040
Epoch  20 Batch   25/269 - Train Accuracy:  0.907, Validation Accuracy:  0.888, Loss:  0.041
Epoch  20 Batch   26/269 - Train Accuracy:  0.904, Validation Accuracy:  0.894, Loss:  0.041
Epoch  20 Batch   27/269 - Train Accuracy:  0.908, Validation Accuracy:  0.902, Loss:  0.039
Epoch  20 Batch   28/269 - Train Accuracy:  0.888, Validation Accuracy:  0.904, Loss:  0.040
Epoch  20 Batch   29/269 - Train Accuracy:  0.920, Validation Accuracy:  0.901, Loss:  0.037
Epoch  20 Batch   30/269 - Train Accuracy:  0.924, Validation Accuracy:  0.898, Loss:  0.038
Epoch  20 Batch   31/269 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.035
Epoch  20 Batch   32/269 - Train Accuracy:  0.939, Validation Accuracy:  0.899, Loss:  0.026
Epoch  20 Batch   33/269 - Train Accuracy:  0.914, Validation Accuracy:  0.895, Loss:  0.034
Epoch  20 Batch   34/269 - Train Accuracy:  0.920, Validation Accuracy:  0.898, Loss:  0.034
Epoch  20 Batch   35/269 - Train Accuracy:  0.911, Validation Accuracy:  0.901, Loss:  0.046
Epoch  20 Batch   36/269 - Train Accuracy:  0.897, Validation Accuracy:  0.900, Loss:  0.041
Epoch  20 Batch   37/269 - Train Accuracy:  0.920, Validation Accuracy:  0.898, Loss:  0.037
Epoch  20 Batch   38/269 - Train Accuracy:  0.920, Validation Accuracy:  0.892, Loss:  0.038
Epoch  20 Batch   39/269 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.034
Epoch  20 Batch   40/269 - Train Accuracy:  0.901, Validation Accuracy:  0.894, Loss:  0.038
Epoch  20 Batch   41/269 - Train Accuracy:  0.908, Validation Accuracy:  0.897, Loss:  0.038
Epoch  20 Batch   42/269 - Train Accuracy:  0.916, Validation Accuracy:  0.905, Loss:  0.036
Epoch  20 Batch   43/269 - Train Accuracy:  0.923, Validation Accuracy:  0.904, Loss:  0.036
Epoch  20 Batch   44/269 - Train Accuracy:  0.911, Validation Accuracy:  0.900, Loss:  0.039
Epoch  20 Batch   45/269 - Train Accuracy:  0.916, Validation Accuracy:  0.900, Loss:  0.040
Epoch  20 Batch   46/269 - Train Accuracy:  0.910, Validation Accuracy:  0.900, Loss:  0.034
Epoch  20 Batch   47/269 - Train Accuracy:  0.932, Validation Accuracy:  0.903, Loss:  0.030
Epoch  20 Batch   48/269 - Train Accuracy:  0.924, Validation Accuracy:  0.905, Loss:  0.033
Epoch  20 Batch   49/269 - Train Accuracy:  0.917, Validation Accuracy:  0.911, Loss:  0.038
Epoch  20 Batch   50/269 - Train Accuracy:  0.900, Validation Accuracy:  0.905, Loss:  0.041
Epoch  20 Batch   51/269 - Train Accuracy:  0.901, Validation Accuracy:  0.901, Loss:  0.037
Epoch  20 Batch   52/269 - Train Accuracy:  0.901, Validation Accuracy:  0.902, Loss:  0.036
Epoch  20 Batch   53/269 - Train Accuracy:  0.912, Validation Accuracy:  0.900, Loss:  0.036
Epoch  20 Batch   54/269 - Train Accuracy:  0.916, Validation Accuracy:  0.899, Loss:  0.033
Epoch  20 Batch   55/269 - Train Accuracy:  0.917, Validation Accuracy:  0.902, Loss:  0.036
Epoch  20 Batch   56/269 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.037
Epoch  20 Batch   57/269 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.035
Epoch  20 Batch   58/269 - Train Accuracy:  0.907, Validation Accuracy:  0.902, Loss:  0.036
Epoch  20 Batch   59/269 - Train Accuracy:  0.941, Validation Accuracy:  0.898, Loss:  0.029
Epoch  20 Batch   60/269 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.038
Epoch  20 Batch   61/269 - Train Accuracy:  0.908, Validation Accuracy:  0.894, Loss:  0.033
Epoch  20 Batch   62/269 - Train Accuracy:  0.915, Validation Accuracy:  0.892, Loss:  0.038
Epoch  20 Batch   63/269 - Train Accuracy:  0.905, Validation Accuracy:  0.899, Loss:  0.038
Epoch  20 Batch   64/269 - Train Accuracy:  0.931, Validation Accuracy:  0.896, Loss:  0.031
Epoch  20 Batch   65/269 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.035
Epoch  20 Batch   66/269 - Train Accuracy:  0.918, Validation Accuracy:  0.903, Loss:  0.036
Epoch  20 Batch   67/269 - Train Accuracy:  0.919, Validation Accuracy:  0.906, Loss:  0.043
Epoch  20 Batch   68/269 - Train Accuracy:  0.909, Validation Accuracy:  0.905, Loss:  0.040
Epoch  20 Batch   69/269 - Train Accuracy:  0.913, Validation Accuracy:  0.905, Loss:  0.039
Epoch  20 Batch   70/269 - Train Accuracy:  0.935, Validation Accuracy:  0.905, Loss:  0.033
Epoch  20 Batch   71/269 - Train Accuracy:  0.913, Validation Accuracy:  0.908, Loss:  0.039
Epoch  20 Batch   72/269 - Train Accuracy:  0.910, Validation Accuracy:  0.905, Loss:  0.035
Epoch  20 Batch   73/269 - Train Accuracy:  0.901, Validation Accuracy:  0.906, Loss:  0.037
Epoch  20 Batch   74/269 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.031
Epoch  20 Batch   75/269 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.038
Epoch  20 Batch   76/269 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.033
Epoch  20 Batch   77/269 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.034
Epoch  20 Batch   78/269 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.034
Epoch  20 Batch   79/269 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.036
Epoch  20 Batch   80/269 - Train Accuracy:  0.925, Validation Accuracy:  0.907, Loss:  0.031
Epoch  20 Batch   81/269 - Train Accuracy:  0.918, Validation Accuracy:  0.905, Loss:  0.039
Epoch  20 Batch   82/269 - Train Accuracy:  0.914, Validation Accuracy:  0.907, Loss:  0.033
Epoch  20 Batch   83/269 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.040
Epoch  20 Batch   84/269 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.034
Epoch  20 Batch   85/269 - Train Accuracy:  0.918, Validation Accuracy:  0.913, Loss:  0.034
Epoch  20 Batch   86/269 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.034
Epoch  20 Batch   87/269 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.034
Epoch  20 Batch   88/269 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.032
Epoch  20 Batch   89/269 - Train Accuracy:  0.926, Validation Accuracy:  0.916, Loss:  0.031
Epoch  20 Batch   90/269 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.038
Epoch  20 Batch   91/269 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.030
Epoch  20 Batch   92/269 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.033
Epoch  20 Batch   93/269 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.031
Epoch  20 Batch   94/269 - Train Accuracy:  0.905, Validation Accuracy:  0.910, Loss:  0.042
Epoch  20 Batch   95/269 - Train Accuracy:  0.910, Validation Accuracy:  0.906, Loss:  0.034
Epoch  20 Batch   96/269 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.037
Epoch  20 Batch   97/269 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.033
Epoch  20 Batch   98/269 - Train Accuracy:  0.926, Validation Accuracy:  0.908, Loss:  0.035
Epoch  20 Batch   99/269 - Train Accuracy:  0.921, Validation Accuracy:  0.901, Loss:  0.031
Epoch  20 Batch  100/269 - Train Accuracy:  0.927, Validation Accuracy:  0.898, Loss:  0.035
Epoch  20 Batch  101/269 - Train Accuracy:  0.901, Validation Accuracy:  0.897, Loss:  0.040
Epoch  20 Batch  102/269 - Train Accuracy:  0.911, Validation Accuracy:  0.900, Loss:  0.033
Epoch  20 Batch  103/269 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.037
Epoch  20 Batch  104/269 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.035
Epoch  20 Batch  105/269 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.035
Epoch  20 Batch  106/269 - Train Accuracy:  0.917, Validation Accuracy:  0.908, Loss:  0.030
Epoch  20 Batch  107/269 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.031
Epoch  20 Batch  108/269 - Train Accuracy:  0.917, Validation Accuracy:  0.908, Loss:  0.033
Epoch  20 Batch  109/269 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.036
Epoch  20 Batch  110/269 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.032
Epoch  20 Batch  111/269 - Train Accuracy:  0.926, Validation Accuracy:  0.902, Loss:  0.033
Epoch  20 Batch  112/269 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.033
Epoch  20 Batch  113/269 - Train Accuracy:  0.917, Validation Accuracy:  0.900, Loss:  0.039
Epoch  20 Batch  114/269 - Train Accuracy:  0.917, Validation Accuracy:  0.903, Loss:  0.034
Epoch  20 Batch  115/269 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.037
Epoch  20 Batch  116/269 - Train Accuracy:  0.914, Validation Accuracy:  0.901, Loss:  0.034
Epoch  20 Batch  117/269 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.034
Epoch  20 Batch  118/269 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.034
Epoch  20 Batch  119/269 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.033
Epoch  20 Batch  120/269 - Train Accuracy:  0.919, Validation Accuracy:  0.911, Loss:  0.039
Epoch  20 Batch  121/269 - Train Accuracy:  0.913, Validation Accuracy:  0.912, Loss:  0.029
Epoch  20 Batch  122/269 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.035
Epoch  20 Batch  123/269 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.033
Epoch  20 Batch  124/269 - Train Accuracy:  0.922, Validation Accuracy:  0.914, Loss:  0.033
Epoch  20 Batch  125/269 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.035
Epoch  20 Batch  126/269 - Train Accuracy:  0.900, Validation Accuracy:  0.910, Loss:  0.039
Epoch  20 Batch  127/269 - Train Accuracy:  0.912, Validation Accuracy:  0.905, Loss:  0.034
Epoch  20 Batch  128/269 - Train Accuracy:  0.906, Validation Accuracy:  0.907, Loss:  0.041
Epoch  20 Batch  129/269 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.037
Epoch  20 Batch  130/269 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.040
Epoch  20 Batch  131/269 - Train Accuracy:  0.889, Validation Accuracy:  0.902, Loss:  0.038
Epoch  20 Batch  132/269 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.039
Epoch  20 Batch  133/269 - Train Accuracy:  0.909, Validation Accuracy:  0.901, Loss:  0.032
Epoch  20 Batch  134/269 - Train Accuracy:  0.915, Validation Accuracy:  0.899, Loss:  0.036
Epoch  20 Batch  135/269 - Train Accuracy:  0.916, Validation Accuracy:  0.902, Loss:  0.036
Epoch  20 Batch  136/269 - Train Accuracy:  0.906, Validation Accuracy:  0.911, Loss:  0.037
Epoch  20 Batch  137/269 - Train Accuracy:  0.910, Validation Accuracy:  0.906, Loss:  0.036
Epoch  20 Batch  138/269 - Train Accuracy:  0.902, Validation Accuracy:  0.906, Loss:  0.035
Epoch  20 Batch  139/269 - Train Accuracy:  0.929, Validation Accuracy:  0.910, Loss:  0.030
Epoch  20 Batch  140/269 - Train Accuracy:  0.922, Validation Accuracy:  0.905, Loss:  0.035
Epoch  20 Batch  141/269 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.038
Epoch  20 Batch  142/269 - Train Accuracy:  0.920, Validation Accuracy:  0.904, Loss:  0.032
Epoch  20 Batch  143/269 - Train Accuracy:  0.931, Validation Accuracy:  0.905, Loss:  0.029
Epoch  20 Batch  144/269 - Train Accuracy:  0.934, Validation Accuracy:  0.904, Loss:  0.028
Epoch  20 Batch  145/269 - Train Accuracy:  0.919, Validation Accuracy:  0.906, Loss:  0.031
Epoch  20 Batch  146/269 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.030
Epoch  20 Batch  147/269 - Train Accuracy:  0.915, Validation Accuracy:  0.908, Loss:  0.034
Epoch  20 Batch  148/269 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.034
Epoch  20 Batch  149/269 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.039
Epoch  20 Batch  150/269 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.035
Epoch  20 Batch  151/269 - Train Accuracy:  0.925, Validation Accuracy:  0.913, Loss:  0.034
Epoch  20 Batch  152/269 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.033
Epoch  20 Batch  153/269 - Train Accuracy:  0.935, Validation Accuracy:  0.915, Loss:  0.030
Epoch  20 Batch  154/269 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.034
Epoch  20 Batch  155/269 - Train Accuracy:  0.913, Validation Accuracy:  0.912, Loss:  0.031
Epoch  20 Batch  156/269 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.032
Epoch  20 Batch  157/269 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.029
Epoch  20 Batch  158/269 - Train Accuracy:  0.908, Validation Accuracy:  0.913, Loss:  0.035
Epoch  20 Batch  159/269 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.032
Epoch  20 Batch  160/269 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.030
Epoch  20 Batch  161/269 - Train Accuracy:  0.925, Validation Accuracy:  0.905, Loss:  0.030
Epoch  20 Batch  162/269 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.032
Epoch  20 Batch  163/269 - Train Accuracy:  0.936, Validation Accuracy:  0.902, Loss:  0.032
Epoch  20 Batch  164/269 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.034
Epoch  20 Batch  165/269 - Train Accuracy:  0.930, Validation Accuracy:  0.908, Loss:  0.034
Epoch  20 Batch  166/269 - Train Accuracy:  0.924, Validation Accuracy:  0.904, Loss:  0.031
Epoch  20 Batch  167/269 - Train Accuracy:  0.924, Validation Accuracy:  0.904, Loss:  0.032
Epoch  20 Batch  168/269 - Train Accuracy:  0.915, Validation Accuracy:  0.904, Loss:  0.034
Epoch  20 Batch  169/269 - Train Accuracy:  0.920, Validation Accuracy:  0.899, Loss:  0.033
Epoch  20 Batch  170/269 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.034
Epoch  20 Batch  171/269 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.037
Epoch  20 Batch  172/269 - Train Accuracy:  0.927, Validation Accuracy:  0.905, Loss:  0.034
Epoch  20 Batch  173/269 - Train Accuracy:  0.922, Validation Accuracy:  0.905, Loss:  0.032
Epoch  20 Batch  174/269 - Train Accuracy:  0.933, Validation Accuracy:  0.904, Loss:  0.031
Epoch  20 Batch  175/269 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.042
Epoch  20 Batch  176/269 - Train Accuracy:  0.923, Validation Accuracy:  0.899, Loss:  0.036
Epoch  20 Batch  177/269 - Train Accuracy:  0.927, Validation Accuracy:  0.897, Loss:  0.028
Epoch  20 Batch  178/269 - Train Accuracy:  0.923, Validation Accuracy:  0.904, Loss:  0.033
Epoch  20 Batch  179/269 - Train Accuracy:  0.922, Validation Accuracy:  0.903, Loss:  0.031
Epoch  20 Batch  180/269 - Train Accuracy:  0.935, Validation Accuracy:  0.905, Loss:  0.032
Epoch  20 Batch  181/269 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.038
Epoch  20 Batch  182/269 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.032
Epoch  20 Batch  183/269 - Train Accuracy:  0.933, Validation Accuracy:  0.908, Loss:  0.026
Epoch  20 Batch  184/269 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.034
Epoch  20 Batch  185/269 - Train Accuracy:  0.932, Validation Accuracy:  0.907, Loss:  0.032
Epoch  20 Batch  186/269 - Train Accuracy:  0.924, Validation Accuracy:  0.910, Loss:  0.027
Epoch  20 Batch  187/269 - Train Accuracy:  0.928, Validation Accuracy:  0.905, Loss:  0.030
Epoch  20 Batch  188/269 - Train Accuracy:  0.925, Validation Accuracy:  0.898, Loss:  0.034
Epoch  20 Batch  189/269 - Train Accuracy:  0.923, Validation Accuracy:  0.902, Loss:  0.036
Epoch  20 Batch  190/269 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.037
Epoch  20 Batch  191/269 - Train Accuracy:  0.926, Validation Accuracy:  0.904, Loss:  0.029
Epoch  20 Batch  192/269 - Train Accuracy:  0.928, Validation Accuracy:  0.909, Loss:  0.028
Epoch  20 Batch  193/269 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.033
Epoch  20 Batch  194/269 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.032
Epoch  20 Batch  195/269 - Train Accuracy:  0.924, Validation Accuracy:  0.903, Loss:  0.030
Epoch  20 Batch  196/269 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.036
Epoch  20 Batch  197/269 - Train Accuracy:  0.908, Validation Accuracy:  0.914, Loss:  0.033
Epoch  20 Batch  198/269 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.034
Epoch  20 Batch  199/269 - Train Accuracy:  0.927, Validation Accuracy:  0.910, Loss:  0.032
Epoch  20 Batch  200/269 - Train Accuracy:  0.925, Validation Accuracy:  0.910, Loss:  0.035
Epoch  20 Batch  201/269 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.032
Epoch  20 Batch  202/269 - Train Accuracy:  0.913, Validation Accuracy:  0.917, Loss:  0.032
Epoch  20 Batch  203/269 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.034
Epoch  20 Batch  204/269 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.034
Epoch  20 Batch  205/269 - Train Accuracy:  0.922, Validation Accuracy:  0.902, Loss:  0.030
Epoch  20 Batch  206/269 - Train Accuracy:  0.909, Validation Accuracy:  0.901, Loss:  0.040
Epoch  20 Batch  207/269 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.030
Epoch  20 Batch  208/269 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.036
Epoch  20 Batch  209/269 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.030
Epoch  20 Batch  210/269 - Train Accuracy:  0.924, Validation Accuracy:  0.907, Loss:  0.029
Epoch  20 Batch  211/269 - Train Accuracy:  0.928, Validation Accuracy:  0.914, Loss:  0.038
Epoch  20 Batch  212/269 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.032
Epoch  20 Batch  213/269 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.031
Epoch  20 Batch  214/269 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.033
Epoch  20 Batch  215/269 - Train Accuracy:  0.914, Validation Accuracy:  0.907, Loss:  0.035
Epoch  20 Batch  216/269 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.041
Epoch  20 Batch  217/269 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.034
Epoch  20 Batch  218/269 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.032
Epoch  20 Batch  219/269 - Train Accuracy:  0.930, Validation Accuracy:  0.905, Loss:  0.030
Epoch  20 Batch  220/269 - Train Accuracy:  0.920, Validation Accuracy:  0.902, Loss:  0.030
Epoch  20 Batch  221/269 - Train Accuracy:  0.931, Validation Accuracy:  0.902, Loss:  0.032
Epoch  20 Batch  222/269 - Train Accuracy:  0.932, Validation Accuracy:  0.905, Loss:  0.031
Epoch  20 Batch  223/269 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.030
Epoch  20 Batch  224/269 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.036
Epoch  20 Batch  225/269 - Train Accuracy:  0.909, Validation Accuracy:  0.910, Loss:  0.034
Epoch  20 Batch  226/269 - Train Accuracy:  0.910, Validation Accuracy:  0.910, Loss:  0.033
Epoch  20 Batch  227/269 - Train Accuracy:  0.926, Validation Accuracy:  0.912, Loss:  0.034
Epoch  20 Batch  228/269 - Train Accuracy:  0.924, Validation Accuracy:  0.914, Loss:  0.033
Epoch  20 Batch  229/269 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.031
Epoch  20 Batch  230/269 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.033
Epoch  20 Batch  231/269 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.033
Epoch  20 Batch  232/269 - Train Accuracy:  0.913, Validation Accuracy:  0.907, Loss:  0.035
Epoch  20 Batch  233/269 - Train Accuracy:  0.931, Validation Accuracy:  0.905, Loss:  0.031
Epoch  20 Batch  234/269 - Train Accuracy:  0.919, Validation Accuracy:  0.901, Loss:  0.030
Epoch  20 Batch  235/269 - Train Accuracy:  0.942, Validation Accuracy:  0.899, Loss:  0.026
Epoch  20 Batch  236/269 - Train Accuracy:  0.926, Validation Accuracy:  0.895, Loss:  0.032
Epoch  20 Batch  237/269 - Train Accuracy:  0.931, Validation Accuracy:  0.902, Loss:  0.031
Epoch  20 Batch  238/269 - Train Accuracy:  0.915, Validation Accuracy:  0.904, Loss:  0.031
Epoch  20 Batch  239/269 - Train Accuracy:  0.930, Validation Accuracy:  0.906, Loss:  0.030
Epoch  20 Batch  240/269 - Train Accuracy:  0.927, Validation Accuracy:  0.908, Loss:  0.029
Epoch  20 Batch  241/269 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.034
Epoch  20 Batch  242/269 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.030
Epoch  20 Batch  243/269 - Train Accuracy:  0.930, Validation Accuracy:  0.914, Loss:  0.026
Epoch  20 Batch  244/269 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.031
Epoch  20 Batch  245/269 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.032
Epoch  20 Batch  246/269 - Train Accuracy:  0.902, Validation Accuracy:  0.903, Loss:  0.033
Epoch  20 Batch  247/269 - Train Accuracy:  0.926, Validation Accuracy:  0.910, Loss:  0.032
Epoch  20 Batch  248/269 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.031
Epoch  20 Batch  249/269 - Train Accuracy:  0.936, Validation Accuracy:  0.916, Loss:  0.028
Epoch  20 Batch  250/269 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.034
Epoch  20 Batch  251/269 - Train Accuracy:  0.942, Validation Accuracy:  0.917, Loss:  0.030
Epoch  20 Batch  252/269 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.027
Epoch  20 Batch  253/269 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.033
Epoch  20 Batch  254/269 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.028
Epoch  20 Batch  255/269 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.028
Epoch  20 Batch  256/269 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.030
Epoch  20 Batch  257/269 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.035
Epoch  20 Batch  258/269 - Train Accuracy:  0.928, Validation Accuracy:  0.912, Loss:  0.030
Epoch  20 Batch  259/269 - Train Accuracy:  0.925, Validation Accuracy:  0.908, Loss:  0.030
Epoch  20 Batch  260/269 - Train Accuracy:  0.917, Validation Accuracy:  0.907, Loss:  0.036
Epoch  20 Batch  261/269 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.033
Epoch  20 Batch  262/269 - Train Accuracy:  0.926, Validation Accuracy:  0.906, Loss:  0.032
Epoch  20 Batch  263/269 - Train Accuracy:  0.913, Validation Accuracy:  0.905, Loss:  0.035
Epoch  20 Batch  264/269 - Train Accuracy:  0.915, Validation Accuracy:  0.900, Loss:  0.033
Epoch  20 Batch  265/269 - Train Accuracy:  0.913, Validation Accuracy:  0.903, Loss:  0.032
Epoch  20 Batch  266/269 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.028
Epoch  20 Batch  267/269 - Train Accuracy:  0.924, Validation Accuracy:  0.907, Loss:  0.033
Epoch  21 Batch    0/269 - Train Accuracy:  0.934, Validation Accuracy:  0.901, Loss:  0.033
Epoch  21 Batch    1/269 - Train Accuracy:  0.929, Validation Accuracy:  0.903, Loss:  0.030
Epoch  21 Batch    2/269 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.030
Epoch  21 Batch    3/269 - Train Accuracy:  0.933, Validation Accuracy:  0.912, Loss:  0.031
Epoch  21 Batch    4/269 - Train Accuracy:  0.908, Validation Accuracy:  0.902, Loss:  0.033
Epoch  21 Batch    5/269 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.034
Epoch  21 Batch    6/269 - Train Accuracy:  0.931, Validation Accuracy:  0.909, Loss:  0.030
Epoch  21 Batch    7/269 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.029
Epoch  21 Batch    8/269 - Train Accuracy:  0.926, Validation Accuracy:  0.906, Loss:  0.032
Epoch  21 Batch    9/269 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.033
Epoch  21 Batch   10/269 - Train Accuracy:  0.925, Validation Accuracy:  0.910, Loss:  0.028
Epoch  21 Batch   11/269 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.033
Epoch  21 Batch   12/269 - Train Accuracy:  0.913, Validation Accuracy:  0.907, Loss:  0.034
Epoch  21 Batch   13/269 - Train Accuracy:  0.915, Validation Accuracy:  0.905, Loss:  0.027
Epoch  21 Batch   14/269 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.033
Epoch  21 Batch   15/269 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.028
Epoch  21 Batch   16/269 - Train Accuracy:  0.910, Validation Accuracy:  0.910, Loss:  0.033
Epoch  21 Batch   17/269 - Train Accuracy:  0.926, Validation Accuracy:  0.910, Loss:  0.029
Epoch  21 Batch   18/269 - Train Accuracy:  0.917, Validation Accuracy:  0.915, Loss:  0.030
Epoch  21 Batch   19/269 - Train Accuracy:  0.938, Validation Accuracy:  0.910, Loss:  0.024
Epoch  21 Batch   20/269 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.032
Epoch  21 Batch   21/269 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.036
Epoch  21 Batch   22/269 - Train Accuracy:  0.937, Validation Accuracy:  0.911, Loss:  0.029
Epoch  21 Batch   23/269 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.035
Epoch  21 Batch   24/269 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.030
Epoch  21 Batch   25/269 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.033
Epoch  21 Batch   26/269 - Train Accuracy:  0.919, Validation Accuracy:  0.917, Loss:  0.031
Epoch  21 Batch   27/269 - Train Accuracy:  0.917, Validation Accuracy:  0.912, Loss:  0.030
Epoch  21 Batch   28/269 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.034
Epoch  21 Batch   29/269 - Train Accuracy:  0.922, Validation Accuracy:  0.910, Loss:  0.031
Epoch  21 Batch   30/269 - Train Accuracy:  0.926, Validation Accuracy:  0.909, Loss:  0.032
Epoch  21 Batch   31/269 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.028
Epoch  21 Batch   32/269 - Train Accuracy:  0.935, Validation Accuracy:  0.905, Loss:  0.024
Epoch  21 Batch   33/269 - Train Accuracy:  0.936, Validation Accuracy:  0.911, Loss:  0.028
Epoch  21 Batch   34/269 - Train Accuracy:  0.929, Validation Accuracy:  0.907, Loss:  0.030
Epoch  21 Batch   35/269 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.041
Epoch  21 Batch   36/269 - Train Accuracy:  0.914, Validation Accuracy:  0.916, Loss:  0.034
Epoch  21 Batch   37/269 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.032
Epoch  21 Batch   38/269 - Train Accuracy:  0.915, Validation Accuracy:  0.916, Loss:  0.030
Epoch  21 Batch   39/269 - Train Accuracy:  0.928, Validation Accuracy:  0.913, Loss:  0.026
Epoch  21 Batch   40/269 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.032
Epoch  21 Batch   41/269 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.032
Epoch  21 Batch   42/269 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.031
Epoch  21 Batch   43/269 - Train Accuracy:  0.930, Validation Accuracy:  0.916, Loss:  0.029
Epoch  21 Batch   44/269 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.033
Epoch  21 Batch   45/269 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.032
Epoch  21 Batch   46/269 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.026
Epoch  21 Batch   47/269 - Train Accuracy:  0.938, Validation Accuracy:  0.919, Loss:  0.026
Epoch  21 Batch   48/269 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.028
Epoch  21 Batch   49/269 - Train Accuracy:  0.921, Validation Accuracy:  0.916, Loss:  0.030
Epoch  21 Batch   50/269 - Train Accuracy:  0.896, Validation Accuracy:  0.914, Loss:  0.034
Epoch  21 Batch   51/269 - Train Accuracy:  0.920, Validation Accuracy:  0.910, Loss:  0.034
Epoch  21 Batch   52/269 - Train Accuracy:  0.915, Validation Accuracy:  0.909, Loss:  0.029
Epoch  21 Batch   53/269 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.031
Epoch  21 Batch   54/269 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.029
Epoch  21 Batch   55/269 - Train Accuracy:  0.944, Validation Accuracy:  0.915, Loss:  0.028
Epoch  21 Batch   56/269 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.031
Epoch  21 Batch   57/269 - Train Accuracy:  0.926, Validation Accuracy:  0.916, Loss:  0.033
Epoch  21 Batch   58/269 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.031
Epoch  21 Batch   59/269 - Train Accuracy:  0.934, Validation Accuracy:  0.916, Loss:  0.027
Epoch  21 Batch   60/269 - Train Accuracy:  0.925, Validation Accuracy:  0.910, Loss:  0.032
Epoch  21 Batch   61/269 - Train Accuracy:  0.906, Validation Accuracy:  0.910, Loss:  0.030
Epoch  21 Batch   62/269 - Train Accuracy:  0.922, Validation Accuracy:  0.907, Loss:  0.032
Epoch  21 Batch   63/269 - Train Accuracy:  0.925, Validation Accuracy:  0.910, Loss:  0.031
Epoch  21 Batch   64/269 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.028
Epoch  21 Batch   65/269 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.031
Epoch  21 Batch   66/269 - Train Accuracy:  0.918, Validation Accuracy:  0.913, Loss:  0.031
Epoch  21 Batch   67/269 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.035
Epoch  21 Batch   68/269 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.033
Epoch  21 Batch   69/269 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.033
Epoch  21 Batch   70/269 - Train Accuracy:  0.940, Validation Accuracy:  0.911, Loss:  0.030
Epoch  21 Batch   71/269 - Train Accuracy:  0.931, Validation Accuracy:  0.909, Loss:  0.036
Epoch  21 Batch   72/269 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.031
Epoch  21 Batch   73/269 - Train Accuracy:  0.912, Validation Accuracy:  0.905, Loss:  0.032
Epoch  21 Batch   74/269 - Train Accuracy:  0.935, Validation Accuracy:  0.903, Loss:  0.026
Epoch  21 Batch   75/269 - Train Accuracy:  0.918, Validation Accuracy:  0.910, Loss:  0.033
Epoch  21 Batch   76/269 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.029
Epoch  21 Batch   77/269 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.029
Epoch  21 Batch   78/269 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.033
Epoch  21 Batch   79/269 - Train Accuracy:  0.929, Validation Accuracy:  0.911, Loss:  0.033
Epoch  21 Batch   80/269 - Train Accuracy:  0.942, Validation Accuracy:  0.910, Loss:  0.028
Epoch  21 Batch   81/269 - Train Accuracy:  0.919, Validation Accuracy:  0.911, Loss:  0.032
Epoch  21 Batch   82/269 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.026
Epoch  21 Batch   83/269 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.037
Epoch  21 Batch   84/269 - Train Accuracy:  0.934, Validation Accuracy:  0.908, Loss:  0.030
Epoch  21 Batch   85/269 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.029
Epoch  21 Batch   86/269 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.030
Epoch  21 Batch   87/269 - Train Accuracy:  0.929, Validation Accuracy:  0.910, Loss:  0.029
Epoch  21 Batch   88/269 - Train Accuracy:  0.920, Validation Accuracy:  0.910, Loss:  0.032
Epoch  21 Batch   89/269 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.030
Epoch  21 Batch   90/269 - Train Accuracy:  0.916, Validation Accuracy:  0.910, Loss:  0.031
Epoch  21 Batch   91/269 - Train Accuracy:  0.931, Validation Accuracy:  0.907, Loss:  0.028
Epoch  21 Batch   92/269 - Train Accuracy:  0.927, Validation Accuracy:  0.910, Loss:  0.029
Epoch  21 Batch   93/269 - Train Accuracy:  0.924, Validation Accuracy:  0.914, Loss:  0.027
Epoch  21 Batch   94/269 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.035
Epoch  21 Batch   95/269 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.030
Epoch  21 Batch   96/269 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.034
Epoch  21 Batch   97/269 - Train Accuracy:  0.935, Validation Accuracy:  0.917, Loss:  0.029
Epoch  21 Batch   98/269 - Train Accuracy:  0.933, Validation Accuracy:  0.919, Loss:  0.030
Epoch  21 Batch   99/269 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.027
Epoch  21 Batch  100/269 - Train Accuracy:  0.938, Validation Accuracy:  0.912, Loss:  0.028
Epoch  21 Batch  101/269 - Train Accuracy:  0.916, Validation Accuracy:  0.910, Loss:  0.036
Epoch  21 Batch  102/269 - Train Accuracy:  0.919, Validation Accuracy:  0.917, Loss:  0.029
Epoch  21 Batch  103/269 - Train Accuracy:  0.920, Validation Accuracy:  0.910, Loss:  0.034
Epoch  21 Batch  104/269 - Train Accuracy:  0.925, Validation Accuracy:  0.904, Loss:  0.028
Epoch  21 Batch  105/269 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.031
Epoch  21 Batch  106/269 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.030
Epoch  21 Batch  107/269 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.031
Epoch  21 Batch  108/269 - Train Accuracy:  0.932, Validation Accuracy:  0.921, Loss:  0.029
Epoch  21 Batch  109/269 - Train Accuracy:  0.909, Validation Accuracy:  0.920, Loss:  0.042
Epoch  21 Batch  110/269 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.030
Epoch  21 Batch  111/269 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.032
Epoch  21 Batch  112/269 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.032
Epoch  21 Batch  113/269 - Train Accuracy:  0.926, Validation Accuracy:  0.916, Loss:  0.034
Epoch  21 Batch  114/269 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.032
Epoch  21 Batch  115/269 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.036
Epoch  21 Batch  116/269 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.031
Epoch  21 Batch  117/269 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.035
Epoch  21 Batch  118/269 - Train Accuracy:  0.935, Validation Accuracy:  0.917, Loss:  0.028
Epoch  21 Batch  119/269 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.039
Epoch  21 Batch  120/269 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.035
Epoch  21 Batch  121/269 - Train Accuracy:  0.915, Validation Accuracy:  0.915, Loss:  0.031
Epoch  21 Batch  122/269 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.033
Epoch  21 Batch  123/269 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.034
Epoch  21 Batch  124/269 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.029
Epoch  21 Batch  125/269 - Train Accuracy:  0.915, Validation Accuracy:  0.923, Loss:  0.030
Epoch  21 Batch  126/269 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.034
Epoch  21 Batch  127/269 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.032
Epoch  21 Batch  128/269 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.036
Epoch  21 Batch  129/269 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.035
Epoch  21 Batch  130/269 - Train Accuracy:  0.918, Validation Accuracy:  0.909, Loss:  0.038
Epoch  21 Batch  131/269 - Train Accuracy:  0.904, Validation Accuracy:  0.917, Loss:  0.036
Epoch  21 Batch  132/269 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.038
Epoch  21 Batch  133/269 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.034
Epoch  21 Batch  134/269 - Train Accuracy:  0.917, Validation Accuracy:  0.915, Loss:  0.037
Epoch  21 Batch  135/269 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.033
Epoch  21 Batch  136/269 - Train Accuracy:  0.911, Validation Accuracy:  0.922, Loss:  0.037
Epoch  21 Batch  137/269 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.034
Epoch  21 Batch  138/269 - Train Accuracy:  0.906, Validation Accuracy:  0.923, Loss:  0.032
Epoch  21 Batch  139/269 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.029
Epoch  21 Batch  140/269 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.035
Epoch  21 Batch  141/269 - Train Accuracy:  0.917, Validation Accuracy:  0.928, Loss:  0.035
Epoch  21 Batch  142/269 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.035
Epoch  21 Batch  143/269 - Train Accuracy:  0.930, Validation Accuracy:  0.919, Loss:  0.032
Epoch  21 Batch  144/269 - Train Accuracy:  0.928, Validation Accuracy:  0.916, Loss:  0.028
Epoch  21 Batch  145/269 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.029
Epoch  21 Batch  146/269 - Train Accuracy:  0.927, Validation Accuracy:  0.908, Loss:  0.033
Epoch  21 Batch  147/269 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.035
Epoch  21 Batch  148/269 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.036
Epoch  21 Batch  149/269 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.032
Epoch  21 Batch  150/269 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.036
Epoch  21 Batch  151/269 - Train Accuracy:  0.928, Validation Accuracy:  0.914, Loss:  0.034
Epoch  21 Batch  152/269 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.033
Epoch  21 Batch  153/269 - Train Accuracy:  0.944, Validation Accuracy:  0.925, Loss:  0.030
Epoch  21 Batch  154/269 - Train Accuracy:  0.928, Validation Accuracy:  0.919, Loss:  0.033
Epoch  21 Batch  155/269 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.033
Epoch  21 Batch  156/269 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.034
Epoch  21 Batch  157/269 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.030
Epoch  21 Batch  158/269 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.033
Epoch  21 Batch  159/269 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.031
Epoch  21 Batch  160/269 - Train Accuracy:  0.922, Validation Accuracy:  0.913, Loss:  0.029
Epoch  21 Batch  161/269 - Train Accuracy:  0.935, Validation Accuracy:  0.912, Loss:  0.030
Epoch  21 Batch  162/269 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.030
Epoch  21 Batch  163/269 - Train Accuracy:  0.940, Validation Accuracy:  0.905, Loss:  0.031
Epoch  21 Batch  164/269 - Train Accuracy:  0.920, Validation Accuracy:  0.910, Loss:  0.031
Epoch  21 Batch  165/269 - Train Accuracy:  0.928, Validation Accuracy:  0.910, Loss:  0.033
Epoch  21 Batch  166/269 - Train Accuracy:  0.928, Validation Accuracy:  0.916, Loss:  0.032
Epoch  21 Batch  167/269 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.031
Epoch  21 Batch  168/269 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.030
Epoch  21 Batch  169/269 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.031
Epoch  21 Batch  170/269 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.033
Epoch  21 Batch  171/269 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.036
Epoch  21 Batch  172/269 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.031
Epoch  21 Batch  173/269 - Train Accuracy:  0.929, Validation Accuracy:  0.912, Loss:  0.029
Epoch  21 Batch  174/269 - Train Accuracy:  0.941, Validation Accuracy:  0.913, Loss:  0.029
Epoch  21 Batch  175/269 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.043
Epoch  21 Batch  176/269 - Train Accuracy:  0.930, Validation Accuracy:  0.907, Loss:  0.031
Epoch  21 Batch  177/269 - Train Accuracy:  0.946, Validation Accuracy:  0.910, Loss:  0.025
Epoch  21 Batch  178/269 - Train Accuracy:  0.931, Validation Accuracy:  0.910, Loss:  0.030
Epoch  21 Batch  179/269 - Train Accuracy:  0.929, Validation Accuracy:  0.911, Loss:  0.029
Epoch  21 Batch  180/269 - Train Accuracy:  0.930, Validation Accuracy:  0.912, Loss:  0.028
Epoch  21 Batch  181/269 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.034
Epoch  21 Batch  182/269 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.032
Epoch  21 Batch  183/269 - Train Accuracy:  0.937, Validation Accuracy:  0.914, Loss:  0.025
Epoch  21 Batch  184/269 - Train Accuracy:  0.933, Validation Accuracy:  0.916, Loss:  0.032
Epoch  21 Batch  185/269 - Train Accuracy:  0.941, Validation Accuracy:  0.916, Loss:  0.030
Epoch  21 Batch  186/269 - Train Accuracy:  0.924, Validation Accuracy:  0.914, Loss:  0.026
Epoch  21 Batch  187/269 - Train Accuracy:  0.924, Validation Accuracy:  0.908, Loss:  0.028
Epoch  21 Batch  188/269 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.031
Epoch  21 Batch  189/269 - Train Accuracy:  0.926, Validation Accuracy:  0.909, Loss:  0.035
Epoch  21 Batch  190/269 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.033
Epoch  21 Batch  191/269 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.027
Epoch  21 Batch  192/269 - Train Accuracy:  0.931, Validation Accuracy:  0.918, Loss:  0.027
Epoch  21 Batch  193/269 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.027
Epoch  21 Batch  194/269 - Train Accuracy:  0.926, Validation Accuracy:  0.914, Loss:  0.031
Epoch  21 Batch  195/269 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.032
Epoch  21 Batch  196/269 - Train Accuracy:  0.913, Validation Accuracy:  0.915, Loss:  0.032
Epoch  21 Batch  197/269 - Train Accuracy:  0.910, Validation Accuracy:  0.919, Loss:  0.036
Epoch  21 Batch  198/269 - Train Accuracy:  0.921, Validation Accuracy:  0.919, Loss:  0.033
Epoch  21 Batch  199/269 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.030
Epoch  21 Batch  200/269 - Train Accuracy:  0.937, Validation Accuracy:  0.916, Loss:  0.031
Epoch  21 Batch  201/269 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.031
Epoch  21 Batch  202/269 - Train Accuracy:  0.927, Validation Accuracy:  0.921, Loss:  0.027
Epoch  21 Batch  203/269 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.035
Epoch  21 Batch  204/269 - Train Accuracy:  0.929, Validation Accuracy:  0.911, Loss:  0.031
Epoch  21 Batch  205/269 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.030
Epoch  21 Batch  206/269 - Train Accuracy:  0.913, Validation Accuracy:  0.915, Loss:  0.037
Epoch  21 Batch  207/269 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.029
Epoch  21 Batch  208/269 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.033
Epoch  21 Batch  209/269 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.027
Epoch  21 Batch  210/269 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.028
Epoch  21 Batch  211/269 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.035
Epoch  21 Batch  212/269 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.034
Epoch  21 Batch  213/269 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.029
Epoch  21 Batch  214/269 - Train Accuracy:  0.919, Validation Accuracy:  0.920, Loss:  0.034
Epoch  21 Batch  215/269 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.033
Epoch  21 Batch  216/269 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.039
Epoch  21 Batch  217/269 - Train Accuracy:  0.922, Validation Accuracy:  0.914, Loss:  0.034
Epoch  21 Batch  218/269 - Train Accuracy:  0.930, Validation Accuracy:  0.919, Loss:  0.029
Epoch  21 Batch  219/269 - Train Accuracy:  0.939, Validation Accuracy:  0.922, Loss:  0.031
Epoch  21 Batch  220/269 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.026
Epoch  21 Batch  221/269 - Train Accuracy:  0.933, Validation Accuracy:  0.915, Loss:  0.032
Epoch  21 Batch  222/269 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.028
Epoch  21 Batch  223/269 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.029
Epoch  21 Batch  224/269 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.036
Epoch  21 Batch  225/269 - Train Accuracy:  0.908, Validation Accuracy:  0.912, Loss:  0.030
Epoch  21 Batch  226/269 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.033
Epoch  21 Batch  227/269 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.033
Epoch  21 Batch  228/269 - Train Accuracy:  0.933, Validation Accuracy:  0.915, Loss:  0.030
Epoch  21 Batch  229/269 - Train Accuracy:  0.924, Validation Accuracy:  0.913, Loss:  0.027
Epoch  21 Batch  230/269 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.030
Epoch  21 Batch  231/269 - Train Accuracy:  0.901, Validation Accuracy:  0.908, Loss:  0.034
Epoch  21 Batch  232/269 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.029
Epoch  21 Batch  233/269 - Train Accuracy:  0.936, Validation Accuracy:  0.917, Loss:  0.028
Epoch  21 Batch  234/269 - Train Accuracy:  0.929, Validation Accuracy:  0.916, Loss:  0.027
Epoch  21 Batch  235/269 - Train Accuracy:  0.946, Validation Accuracy:  0.912, Loss:  0.025
Epoch  21 Batch  236/269 - Train Accuracy:  0.925, Validation Accuracy:  0.909, Loss:  0.030
Epoch  21 Batch  237/269 - Train Accuracy:  0.937, Validation Accuracy:  0.909, Loss:  0.027
Epoch  21 Batch  238/269 - Train Accuracy:  0.928, Validation Accuracy:  0.913, Loss:  0.027
Epoch  21 Batch  239/269 - Train Accuracy:  0.943, Validation Accuracy:  0.912, Loss:  0.027
Epoch  21 Batch  240/269 - Train Accuracy:  0.931, Validation Accuracy:  0.913, Loss:  0.030
Epoch  21 Batch  241/269 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.034
Epoch  21 Batch  242/269 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.029
Epoch  21 Batch  243/269 - Train Accuracy:  0.934, Validation Accuracy:  0.914, Loss:  0.027
Epoch  21 Batch  244/269 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.030
Epoch  21 Batch  245/269 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.033
Epoch  21 Batch  246/269 - Train Accuracy:  0.913, Validation Accuracy:  0.908, Loss:  0.033
Epoch  21 Batch  247/269 - Train Accuracy:  0.925, Validation Accuracy:  0.904, Loss:  0.031
Epoch  21 Batch  248/269 - Train Accuracy:  0.916, Validation Accuracy:  0.905, Loss:  0.031
Epoch  21 Batch  249/269 - Train Accuracy:  0.942, Validation Accuracy:  0.907, Loss:  0.027
Epoch  21 Batch  250/269 - Train Accuracy:  0.926, Validation Accuracy:  0.905, Loss:  0.035
Epoch  21 Batch  251/269 - Train Accuracy:  0.945, Validation Accuracy:  0.913, Loss:  0.028
Epoch  21 Batch  252/269 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.025
Epoch  21 Batch  253/269 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.029
Epoch  21 Batch  254/269 - Train Accuracy:  0.932, Validation Accuracy:  0.919, Loss:  0.028
Epoch  21 Batch  255/269 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.029
Epoch  21 Batch  256/269 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.029
Epoch  21 Batch  257/269 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.034
Epoch  21 Batch  258/269 - Train Accuracy:  0.930, Validation Accuracy:  0.903, Loss:  0.030
Epoch  21 Batch  259/269 - Train Accuracy:  0.934, Validation Accuracy:  0.901, Loss:  0.029
Epoch  21 Batch  260/269 - Train Accuracy:  0.932, Validation Accuracy:  0.902, Loss:  0.033
Epoch  21 Batch  261/269 - Train Accuracy:  0.925, Validation Accuracy:  0.907, Loss:  0.032
Epoch  21 Batch  262/269 - Train Accuracy:  0.926, Validation Accuracy:  0.903, Loss:  0.029
Epoch  21 Batch  263/269 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.033
Epoch  21 Batch  264/269 - Train Accuracy:  0.913, Validation Accuracy:  0.917, Loss:  0.033
Epoch  21 Batch  265/269 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.032
Epoch  21 Batch  266/269 - Train Accuracy:  0.932, Validation Accuracy:  0.916, Loss:  0.028
Epoch  21 Batch  267/269 - Train Accuracy:  0.926, Validation Accuracy:  0.916, Loss:  0.030
Epoch  22 Batch    0/269 - Train Accuracy:  0.935, Validation Accuracy:  0.914, Loss:  0.031
Epoch  22 Batch    1/269 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.031
Epoch  22 Batch    2/269 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.032
Epoch  22 Batch    3/269 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.030
Epoch  22 Batch    4/269 - Train Accuracy:  0.921, Validation Accuracy:  0.916, Loss:  0.032
Epoch  22 Batch    5/269 - Train Accuracy:  0.915, Validation Accuracy:  0.906, Loss:  0.036
Epoch  22 Batch    6/269 - Train Accuracy:  0.932, Validation Accuracy:  0.911, Loss:  0.030
Epoch  22 Batch    7/269 - Train Accuracy:  0.933, Validation Accuracy:  0.911, Loss:  0.029
Epoch  22 Batch    8/269 - Train Accuracy:  0.941, Validation Accuracy:  0.910, Loss:  0.034
Epoch  22 Batch    9/269 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.035
Epoch  22 Batch   10/269 - Train Accuracy:  0.925, Validation Accuracy:  0.909, Loss:  0.029
Epoch  22 Batch   11/269 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.035
Epoch  22 Batch   12/269 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.034
Epoch  22 Batch   13/269 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.027
Epoch  22 Batch   14/269 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.035
Epoch  22 Batch   15/269 - Train Accuracy:  0.936, Validation Accuracy:  0.912, Loss:  0.024
Epoch  22 Batch   16/269 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.036
Epoch  22 Batch   17/269 - Train Accuracy:  0.931, Validation Accuracy:  0.907, Loss:  0.029
Epoch  22 Batch   18/269 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.035
Epoch  22 Batch   19/269 - Train Accuracy:  0.937, Validation Accuracy:  0.918, Loss:  0.026
Epoch  22 Batch   20/269 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.033
Epoch  22 Batch   21/269 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.034
Epoch  22 Batch   22/269 - Train Accuracy:  0.935, Validation Accuracy:  0.917, Loss:  0.027
Epoch  22 Batch   23/269 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.031
Epoch  22 Batch   24/269 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.032
Epoch  22 Batch   25/269 - Train Accuracy:  0.937, Validation Accuracy:  0.918, Loss:  0.034
Epoch  22 Batch   26/269 - Train Accuracy:  0.921, Validation Accuracy:  0.916, Loss:  0.029
Epoch  22 Batch   27/269 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.031
Epoch  22 Batch   28/269 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.032
Epoch  22 Batch   29/269 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.030
Epoch  22 Batch   30/269 - Train Accuracy:  0.938, Validation Accuracy:  0.910, Loss:  0.032
Epoch  22 Batch   31/269 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.029
Epoch  22 Batch   32/269 - Train Accuracy:  0.940, Validation Accuracy:  0.906, Loss:  0.025
Epoch  22 Batch   33/269 - Train Accuracy:  0.932, Validation Accuracy:  0.908, Loss:  0.030
Epoch  22 Batch   34/269 - Train Accuracy:  0.932, Validation Accuracy:  0.909, Loss:  0.029
Epoch  22 Batch   35/269 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.036
Epoch  22 Batch   36/269 - Train Accuracy:  0.920, Validation Accuracy:  0.916, Loss:  0.033
Epoch  22 Batch   37/269 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.033
Epoch  22 Batch   38/269 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.030
Epoch  22 Batch   39/269 - Train Accuracy:  0.937, Validation Accuracy:  0.918, Loss:  0.026
Epoch  22 Batch   40/269 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.032
Epoch  22 Batch   41/269 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.032
Epoch  22 Batch   42/269 - Train Accuracy:  0.934, Validation Accuracy:  0.919, Loss:  0.029
Epoch  22 Batch   43/269 - Train Accuracy:  0.934, Validation Accuracy:  0.916, Loss:  0.029
Epoch  22 Batch   44/269 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.033
Epoch  22 Batch   45/269 - Train Accuracy:  0.934, Validation Accuracy:  0.919, Loss:  0.029
Epoch  22 Batch   46/269 - Train Accuracy:  0.932, Validation Accuracy:  0.919, Loss:  0.025
Epoch  22 Batch   47/269 - Train Accuracy:  0.928, Validation Accuracy:  0.914, Loss:  0.027
Epoch  22 Batch   48/269 - Train Accuracy:  0.933, Validation Accuracy:  0.916, Loss:  0.027
Epoch  22 Batch   49/269 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.031
Epoch  22 Batch   50/269 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.034
Epoch  22 Batch   51/269 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.032
Epoch  22 Batch   52/269 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.029
Epoch  22 Batch   53/269 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.028
Epoch  22 Batch   54/269 - Train Accuracy:  0.932, Validation Accuracy:  0.907, Loss:  0.031
Epoch  22 Batch   55/269 - Train Accuracy:  0.933, Validation Accuracy:  0.910, Loss:  0.029
Epoch  22 Batch   56/269 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.032
Epoch  22 Batch   57/269 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.030
Epoch  22 Batch   58/269 - Train Accuracy:  0.930, Validation Accuracy:  0.916, Loss:  0.029
Epoch  22 Batch   59/269 - Train Accuracy:  0.946, Validation Accuracy:  0.921, Loss:  0.024
Epoch  22 Batch   60/269 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.031
Epoch  22 Batch   61/269 - Train Accuracy:  0.918, Validation Accuracy:  0.924, Loss:  0.031
Epoch  22 Batch   62/269 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.031
Epoch  22 Batch   63/269 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.031
Epoch  22 Batch   64/269 - Train Accuracy:  0.938, Validation Accuracy:  0.922, Loss:  0.024
Epoch  22 Batch   65/269 - Train Accuracy:  0.937, Validation Accuracy:  0.919, Loss:  0.027
Epoch  22 Batch   66/269 - Train Accuracy:  0.933, Validation Accuracy:  0.918, Loss:  0.029
Epoch  22 Batch   67/269 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.033
Epoch  22 Batch   68/269 - Train Accuracy:  0.913, Validation Accuracy:  0.916, Loss:  0.033
Epoch  22 Batch   69/269 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.033
Epoch  22 Batch   70/269 - Train Accuracy:  0.938, Validation Accuracy:  0.919, Loss:  0.027
Epoch  22 Batch   71/269 - Train Accuracy:  0.938, Validation Accuracy:  0.916, Loss:  0.035
Epoch  22 Batch   72/269 - Train Accuracy:  0.919, Validation Accuracy:  0.911, Loss:  0.032
Epoch  22 Batch   73/269 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.030
Epoch  22 Batch   74/269 - Train Accuracy:  0.934, Validation Accuracy:  0.914, Loss:  0.027
Epoch  22 Batch   75/269 - Train Accuracy:  0.930, Validation Accuracy:  0.914, Loss:  0.031
Epoch  22 Batch   76/269 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.029
Epoch  22 Batch   77/269 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.029
Epoch  22 Batch   78/269 - Train Accuracy:  0.932, Validation Accuracy:  0.914, Loss:  0.028
Epoch  22 Batch   79/269 - Train Accuracy:  0.927, Validation Accuracy:  0.916, Loss:  0.031
Epoch  22 Batch   80/269 - Train Accuracy:  0.935, Validation Accuracy:  0.915, Loss:  0.027
Epoch  22 Batch   81/269 - Train Accuracy:  0.933, Validation Accuracy:  0.921, Loss:  0.032
Epoch  22 Batch   82/269 - Train Accuracy:  0.932, Validation Accuracy:  0.929, Loss:  0.028
Epoch  22 Batch   83/269 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.037
Epoch  22 Batch   84/269 - Train Accuracy:  0.929, Validation Accuracy:  0.922, Loss:  0.030
Epoch  22 Batch   85/269 - Train Accuracy:  0.924, Validation Accuracy:  0.922, Loss:  0.028
Epoch  22 Batch   86/269 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.028
Epoch  22 Batch   87/269 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.028
Epoch  22 Batch   88/269 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.027
Epoch  22 Batch   89/269 - Train Accuracy:  0.948, Validation Accuracy:  0.926, Loss:  0.027
Epoch  22 Batch   90/269 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.029
Epoch  22 Batch   91/269 - Train Accuracy:  0.941, Validation Accuracy:  0.924, Loss:  0.029
Epoch  22 Batch   92/269 - Train Accuracy:  0.940, Validation Accuracy:  0.927, Loss:  0.026
Epoch  22 Batch   93/269 - Train Accuracy:  0.935, Validation Accuracy:  0.926, Loss:  0.026
Epoch  22 Batch   94/269 - Train Accuracy:  0.922, Validation Accuracy:  0.924, Loss:  0.033
Epoch  22 Batch   95/269 - Train Accuracy:  0.927, Validation Accuracy:  0.921, Loss:  0.030
Epoch  22 Batch   96/269 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.031
Epoch  22 Batch   97/269 - Train Accuracy:  0.931, Validation Accuracy:  0.921, Loss:  0.029
Epoch  22 Batch   98/269 - Train Accuracy:  0.937, Validation Accuracy:  0.923, Loss:  0.029
Epoch  22 Batch   99/269 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.025
Epoch  22 Batch  100/269 - Train Accuracy:  0.933, Validation Accuracy:  0.919, Loss:  0.027
Epoch  22 Batch  101/269 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.033
Epoch  22 Batch  102/269 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.028
Epoch  22 Batch  103/269 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.033
Epoch  22 Batch  104/269 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.027
Epoch  22 Batch  105/269 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.028
Epoch  22 Batch  106/269 - Train Accuracy:  0.937, Validation Accuracy:  0.927, Loss:  0.026
Epoch  22 Batch  107/269 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.029
Epoch  22 Batch  108/269 - Train Accuracy:  0.938, Validation Accuracy:  0.926, Loss:  0.026
Epoch  22 Batch  109/269 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.030
Epoch  22 Batch  110/269 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.026
Epoch  22 Batch  111/269 - Train Accuracy:  0.941, Validation Accuracy:  0.928, Loss:  0.026
Epoch  22 Batch  112/269 - Train Accuracy:  0.931, Validation Accuracy:  0.926, Loss:  0.026
Epoch  22 Batch  113/269 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.026
Epoch  22 Batch  114/269 - Train Accuracy:  0.942, Validation Accuracy:  0.926, Loss:  0.026
Epoch  22 Batch  115/269 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.031
Epoch  22 Batch  116/269 - Train Accuracy:  0.933, Validation Accuracy:  0.924, Loss:  0.028
Epoch  22 Batch  117/269 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.026
Epoch  22 Batch  118/269 - Train Accuracy:  0.945, Validation Accuracy:  0.923, Loss:  0.025
Epoch  22 Batch  119/269 - Train Accuracy:  0.937, Validation Accuracy:  0.922, Loss:  0.030
Epoch  22 Batch  120/269 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.027
Epoch  22 Batch  121/269 - Train Accuracy:  0.930, Validation Accuracy:  0.927, Loss:  0.027
Epoch  22 Batch  122/269 - Train Accuracy:  0.931, Validation Accuracy:  0.933, Loss:  0.028
Epoch  22 Batch  123/269 - Train Accuracy:  0.930, Validation Accuracy:  0.935, Loss:  0.028
Epoch  22 Batch  124/269 - Train Accuracy:  0.944, Validation Accuracy:  0.933, Loss:  0.025
Epoch  22 Batch  125/269 - Train Accuracy:  0.937, Validation Accuracy:  0.931, Loss:  0.026
Epoch  22 Batch  126/269 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.029
Epoch  22 Batch  127/269 - Train Accuracy:  0.931, Validation Accuracy:  0.922, Loss:  0.031
Epoch  22 Batch  128/269 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.029
Epoch  22 Batch  129/269 - Train Accuracy:  0.922, Validation Accuracy:  0.914, Loss:  0.028
Epoch  22 Batch  130/269 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.033
Epoch  22 Batch  131/269 - Train Accuracy:  0.910, Validation Accuracy:  0.921, Loss:  0.032
Epoch  22 Batch  132/269 - Train Accuracy:  0.926, Validation Accuracy:  0.927, Loss:  0.031
Epoch  22 Batch  133/269 - Train Accuracy:  0.926, Validation Accuracy:  0.932, Loss:  0.027
Epoch  22 Batch  134/269 - Train Accuracy:  0.930, Validation Accuracy:  0.931, Loss:  0.030
Epoch  22 Batch  135/269 - Train Accuracy:  0.926, Validation Accuracy:  0.926, Loss:  0.028
Epoch  22 Batch  136/269 - Train Accuracy:  0.917, Validation Accuracy:  0.930, Loss:  0.031
Epoch  22 Batch  137/269 - Train Accuracy:  0.945, Validation Accuracy:  0.926, Loss:  0.027
Epoch  22 Batch  138/269 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.031
Epoch  22 Batch  139/269 - Train Accuracy:  0.940, Validation Accuracy:  0.921, Loss:  0.023
Epoch  22 Batch  140/269 - Train Accuracy:  0.936, Validation Accuracy:  0.924, Loss:  0.027
Epoch  22 Batch  141/269 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.033
Epoch  22 Batch  142/269 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.030
Epoch  22 Batch  143/269 - Train Accuracy:  0.935, Validation Accuracy:  0.929, Loss:  0.026
Epoch  22 Batch  144/269 - Train Accuracy:  0.943, Validation Accuracy:  0.927, Loss:  0.023
Epoch  22 Batch  145/269 - Train Accuracy:  0.948, Validation Accuracy:  0.924, Loss:  0.025
Epoch  22 Batch  146/269 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.025
Epoch  22 Batch  147/269 - Train Accuracy:  0.931, Validation Accuracy:  0.922, Loss:  0.029
Epoch  22 Batch  148/269 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.029
Epoch  22 Batch  149/269 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.032
Epoch  22 Batch  150/269 - Train Accuracy:  0.928, Validation Accuracy:  0.922, Loss:  0.030
Epoch  22 Batch  151/269 - Train Accuracy:  0.938, Validation Accuracy:  0.925, Loss:  0.029
Epoch  22 Batch  152/269 - Train Accuracy:  0.928, Validation Accuracy:  0.915, Loss:  0.032
Epoch  22 Batch  153/269 - Train Accuracy:  0.940, Validation Accuracy:  0.917, Loss:  0.023
Epoch  22 Batch  154/269 - Train Accuracy:  0.935, Validation Accuracy:  0.917, Loss:  0.029
Epoch  22 Batch  155/269 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.029
Epoch  22 Batch  156/269 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.030
Epoch  22 Batch  157/269 - Train Accuracy:  0.931, Validation Accuracy:  0.918, Loss:  0.024
Epoch  22 Batch  158/269 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.028
Epoch  22 Batch  159/269 - Train Accuracy:  0.935, Validation Accuracy:  0.925, Loss:  0.027
Epoch  22 Batch  160/269 - Train Accuracy:  0.938, Validation Accuracy:  0.923, Loss:  0.029
Epoch  22 Batch  161/269 - Train Accuracy:  0.938, Validation Accuracy:  0.927, Loss:  0.027
Epoch  22 Batch  162/269 - Train Accuracy:  0.939, Validation Accuracy:  0.924, Loss:  0.026
Epoch  22 Batch  163/269 - Train Accuracy:  0.947, Validation Accuracy:  0.923, Loss:  0.028
Epoch  22 Batch  164/269 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.030
Epoch  22 Batch  165/269 - Train Accuracy:  0.937, Validation Accuracy:  0.923, Loss:  0.028
Epoch  22 Batch  166/269 - Train Accuracy:  0.935, Validation Accuracy:  0.930, Loss:  0.026
Epoch  22 Batch  167/269 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.027
Epoch  22 Batch  168/269 - Train Accuracy:  0.933, Validation Accuracy:  0.932, Loss:  0.033
Epoch  22 Batch  169/269 - Train Accuracy:  0.930, Validation Accuracy:  0.932, Loss:  0.026
Epoch  22 Batch  170/269 - Train Accuracy:  0.931, Validation Accuracy:  0.930, Loss:  0.029
Epoch  22 Batch  171/269 - Train Accuracy:  0.927, Validation Accuracy:  0.934, Loss:  0.034
Epoch  22 Batch  172/269 - Train Accuracy:  0.944, Validation Accuracy:  0.931, Loss:  0.028
Epoch  22 Batch  173/269 - Train Accuracy:  0.934, Validation Accuracy:  0.929, Loss:  0.026
Epoch  22 Batch  174/269 - Train Accuracy:  0.943, Validation Accuracy:  0.925, Loss:  0.028
Epoch  22 Batch  175/269 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.037
Epoch  22 Batch  176/269 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.032
Epoch  22 Batch  177/269 - Train Accuracy:  0.944, Validation Accuracy:  0.923, Loss:  0.024
Epoch  22 Batch  178/269 - Train Accuracy:  0.942, Validation Accuracy:  0.923, Loss:  0.027
Epoch  22 Batch  179/269 - Train Accuracy:  0.929, Validation Accuracy:  0.927, Loss:  0.029
Epoch  22 Batch  180/269 - Train Accuracy:  0.945, Validation Accuracy:  0.929, Loss:  0.029
Epoch  22 Batch  181/269 - Train Accuracy:  0.931, Validation Accuracy:  0.933, Loss:  0.030
Epoch  22 Batch  182/269 - Train Accuracy:  0.935, Validation Accuracy:  0.932, Loss:  0.024
Epoch  22 Batch  183/269 - Train Accuracy:  0.945, Validation Accuracy:  0.930, Loss:  0.024
Epoch  22 Batch  184/269 - Train Accuracy:  0.930, Validation Accuracy:  0.932, Loss:  0.028
Epoch  22 Batch  185/269 - Train Accuracy:  0.950, Validation Accuracy:  0.927, Loss:  0.027
Epoch  22 Batch  186/269 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.025
Epoch  22 Batch  187/269 - Train Accuracy:  0.929, Validation Accuracy:  0.927, Loss:  0.025
Epoch  22 Batch  188/269 - Train Accuracy:  0.946, Validation Accuracy:  0.930, Loss:  0.026
Epoch  22 Batch  189/269 - Train Accuracy:  0.943, Validation Accuracy:  0.931, Loss:  0.026
Epoch  22 Batch  190/269 - Train Accuracy:  0.935, Validation Accuracy:  0.930, Loss:  0.029
Epoch  22 Batch  191/269 - Train Accuracy:  0.941, Validation Accuracy:  0.931, Loss:  0.025
Epoch  22 Batch  192/269 - Train Accuracy:  0.943, Validation Accuracy:  0.934, Loss:  0.025
Epoch  22 Batch  193/269 - Train Accuracy:  0.935, Validation Accuracy:  0.932, Loss:  0.027
Epoch  22 Batch  194/269 - Train Accuracy:  0.927, Validation Accuracy:  0.933, Loss:  0.029
Epoch  22 Batch  195/269 - Train Accuracy:  0.932, Validation Accuracy:  0.933, Loss:  0.028
Epoch  22 Batch  196/269 - Train Accuracy:  0.920, Validation Accuracy:  0.931, Loss:  0.029
Epoch  22 Batch  197/269 - Train Accuracy:  0.934, Validation Accuracy:  0.930, Loss:  0.028
Epoch  22 Batch  198/269 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.029
Epoch  22 Batch  199/269 - Train Accuracy:  0.941, Validation Accuracy:  0.935, Loss:  0.029
Epoch  22 Batch  200/269 - Train Accuracy:  0.946, Validation Accuracy:  0.934, Loss:  0.026
Epoch  22 Batch  201/269 - Train Accuracy:  0.939, Validation Accuracy:  0.935, Loss:  0.028
Epoch  22 Batch  202/269 - Train Accuracy:  0.941, Validation Accuracy:  0.930, Loss:  0.027
Epoch  22 Batch  203/269 - Train Accuracy:  0.928, Validation Accuracy:  0.932, Loss:  0.030
Epoch  22 Batch  204/269 - Train Accuracy:  0.942, Validation Accuracy:  0.929, Loss:  0.028
Epoch  22 Batch  205/269 - Train Accuracy:  0.948, Validation Accuracy:  0.931, Loss:  0.026
Epoch  22 Batch  206/269 - Train Accuracy:  0.937, Validation Accuracy:  0.929, Loss:  0.031
Epoch  22 Batch  207/269 - Train Accuracy:  0.941, Validation Accuracy:  0.922, Loss:  0.024
Epoch  22 Batch  208/269 - Train Accuracy:  0.940, Validation Accuracy:  0.929, Loss:  0.030
Epoch  22 Batch  209/269 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.026
Epoch  22 Batch  210/269 - Train Accuracy:  0.943, Validation Accuracy:  0.930, Loss:  0.027
Epoch  22 Batch  211/269 - Train Accuracy:  0.945, Validation Accuracy:  0.928, Loss:  0.030
Epoch  22 Batch  212/269 - Train Accuracy:  0.939, Validation Accuracy:  0.927, Loss:  0.031
Epoch  22 Batch  213/269 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.028
Epoch  22 Batch  214/269 - Train Accuracy:  0.942, Validation Accuracy:  0.922, Loss:  0.029
Epoch  22 Batch  215/269 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.028
Epoch  22 Batch  216/269 - Train Accuracy:  0.936, Validation Accuracy:  0.925, Loss:  0.039
Epoch  22 Batch  217/269 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.030
Epoch  22 Batch  218/269 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.028
Epoch  22 Batch  219/269 - Train Accuracy:  0.947, Validation Accuracy:  0.929, Loss:  0.027
Epoch  22 Batch  220/269 - Train Accuracy:  0.933, Validation Accuracy:  0.926, Loss:  0.030
Epoch  22 Batch  221/269 - Train Accuracy:  0.940, Validation Accuracy:  0.928, Loss:  0.033
Epoch  22 Batch  222/269 - Train Accuracy:  0.940, Validation Accuracy:  0.929, Loss:  0.031
Epoch  22 Batch  223/269 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.026
Epoch  22 Batch  224/269 - Train Accuracy:  0.931, Validation Accuracy:  0.929, Loss:  0.037
Epoch  22 Batch  225/269 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.031
Epoch  22 Batch  226/269 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.035
Epoch  22 Batch  227/269 - Train Accuracy:  0.940, Validation Accuracy:  0.933, Loss:  0.035
Epoch  22 Batch  228/269 - Train Accuracy:  0.938, Validation Accuracy:  0.932, Loss:  0.028
Epoch  22 Batch  229/269 - Train Accuracy:  0.941, Validation Accuracy:  0.927, Loss:  0.027
Epoch  22 Batch  230/269 - Train Accuracy:  0.947, Validation Accuracy:  0.926, Loss:  0.027
Epoch  22 Batch  231/269 - Train Accuracy:  0.925, Validation Accuracy:  0.933, Loss:  0.030
Epoch  22 Batch  232/269 - Train Accuracy:  0.931, Validation Accuracy:  0.930, Loss:  0.032
Epoch  22 Batch  233/269 - Train Accuracy:  0.946, Validation Accuracy:  0.932, Loss:  0.031
Epoch  22 Batch  234/269 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.026
Epoch  22 Batch  235/269 - Train Accuracy:  0.955, Validation Accuracy:  0.923, Loss:  0.028
Epoch  22 Batch  236/269 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.031
Epoch  22 Batch  237/269 - Train Accuracy:  0.947, Validation Accuracy:  0.923, Loss:  0.030
Epoch  22 Batch  238/269 - Train Accuracy:  0.929, Validation Accuracy:  0.927, Loss:  0.033
Epoch  22 Batch  239/269 - Train Accuracy:  0.943, Validation Accuracy:  0.932, Loss:  0.029
Epoch  22 Batch  240/269 - Train Accuracy:  0.941, Validation Accuracy:  0.927, Loss:  0.033
Epoch  22 Batch  241/269 - Train Accuracy:  0.922, Validation Accuracy:  0.930, Loss:  0.032
Epoch  22 Batch  242/269 - Train Accuracy:  0.935, Validation Accuracy:  0.935, Loss:  0.031
Epoch  22 Batch  243/269 - Train Accuracy:  0.948, Validation Accuracy:  0.927, Loss:  0.028
Epoch  22 Batch  244/269 - Train Accuracy:  0.903, Validation Accuracy:  0.922, Loss:  0.035
Epoch  22 Batch  245/269 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.031
Epoch  22 Batch  246/269 - Train Accuracy:  0.922, Validation Accuracy:  0.930, Loss:  0.034
Epoch  22 Batch  247/269 - Train Accuracy:  0.936, Validation Accuracy:  0.931, Loss:  0.034
Epoch  22 Batch  248/269 - Train Accuracy:  0.943, Validation Accuracy:  0.930, Loss:  0.030
Epoch  22 Batch  249/269 - Train Accuracy:  0.937, Validation Accuracy:  0.920, Loss:  0.028
Epoch  22 Batch  250/269 - Train Accuracy:  0.937, Validation Accuracy:  0.925, Loss:  0.032
Epoch  22 Batch  251/269 - Train Accuracy:  0.951, Validation Accuracy:  0.938, Loss:  0.032
Epoch  22 Batch  252/269 - Train Accuracy:  0.941, Validation Accuracy:  0.926, Loss:  0.023
Epoch  22 Batch  253/269 - Train Accuracy:  0.928, Validation Accuracy:  0.930, Loss:  0.030
Epoch  22 Batch  254/269 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.029
Epoch  22 Batch  255/269 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.028
Epoch  22 Batch  256/269 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.028
Epoch  22 Batch  257/269 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.032
Epoch  22 Batch  258/269 - Train Accuracy:  0.942, Validation Accuracy:  0.919, Loss:  0.038
Epoch  22 Batch  259/269 - Train Accuracy:  0.939, Validation Accuracy:  0.913, Loss:  0.030
Epoch  22 Batch  260/269 - Train Accuracy:  0.933, Validation Accuracy:  0.910, Loss:  0.034
Epoch  22 Batch  261/269 - Train Accuracy:  0.934, Validation Accuracy:  0.913, Loss:  0.031
Epoch  22 Batch  262/269 - Train Accuracy:  0.933, Validation Accuracy:  0.911, Loss:  0.032
Epoch  22 Batch  263/269 - Train Accuracy:  0.921, Validation Accuracy:  0.921, Loss:  0.033
Epoch  22 Batch  264/269 - Train Accuracy:  0.928, Validation Accuracy:  0.922, Loss:  0.037
Epoch  22 Batch  265/269 - Train Accuracy:  0.931, Validation Accuracy:  0.919, Loss:  0.032
Epoch  22 Batch  266/269 - Train Accuracy:  0.932, Validation Accuracy:  0.914, Loss:  0.034
Epoch  22 Batch  267/269 - Train Accuracy:  0.935, Validation Accuracy:  0.925, Loss:  0.034
Epoch  23 Batch    0/269 - Train Accuracy:  0.941, Validation Accuracy:  0.933, Loss:  0.036
Epoch  23 Batch    1/269 - Train Accuracy:  0.933, Validation Accuracy:  0.921, Loss:  0.032
Epoch  23 Batch    2/269 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.035
Epoch  23 Batch    3/269 - Train Accuracy:  0.926, Validation Accuracy:  0.923, Loss:  0.030
Epoch  23 Batch    4/269 - Train Accuracy:  0.929, Validation Accuracy:  0.922, Loss:  0.032
Epoch  23 Batch    5/269 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.034
Epoch  23 Batch    6/269 - Train Accuracy:  0.934, Validation Accuracy:  0.916, Loss:  0.030
Epoch  23 Batch    7/269 - Train Accuracy:  0.931, Validation Accuracy:  0.912, Loss:  0.030
Epoch  23 Batch    8/269 - Train Accuracy:  0.943, Validation Accuracy:  0.917, Loss:  0.033
Epoch  23 Batch    9/269 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.034
Epoch  23 Batch   10/269 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.031
Epoch  23 Batch   11/269 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.035
Epoch  23 Batch   12/269 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.036
Epoch  23 Batch   13/269 - Train Accuracy:  0.926, Validation Accuracy:  0.926, Loss:  0.027
Epoch  23 Batch   14/269 - Train Accuracy:  0.924, Validation Accuracy:  0.922, Loss:  0.029
Epoch  23 Batch   15/269 - Train Accuracy:  0.939, Validation Accuracy:  0.929, Loss:  0.027
Epoch  23 Batch   16/269 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.034
Epoch  23 Batch   17/269 - Train Accuracy:  0.938, Validation Accuracy:  0.920, Loss:  0.026
Epoch  23 Batch   18/269 - Train Accuracy:  0.927, Validation Accuracy:  0.916, Loss:  0.029
Epoch  23 Batch   19/269 - Train Accuracy:  0.940, Validation Accuracy:  0.911, Loss:  0.027
Epoch  23 Batch   20/269 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.030
Epoch  23 Batch   21/269 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.036
Epoch  23 Batch   22/269 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.027
Epoch  23 Batch   23/269 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.033
Epoch  23 Batch   24/269 - Train Accuracy:  0.933, Validation Accuracy:  0.923, Loss:  0.033
Epoch  23 Batch   25/269 - Train Accuracy:  0.931, Validation Accuracy:  0.927, Loss:  0.032
Epoch  23 Batch   26/269 - Train Accuracy:  0.929, Validation Accuracy:  0.931, Loss:  0.027
Epoch  23 Batch   27/269 - Train Accuracy:  0.928, Validation Accuracy:  0.931, Loss:  0.028
Epoch  23 Batch   28/269 - Train Accuracy:  0.929, Validation Accuracy:  0.927, Loss:  0.030
Epoch  23 Batch   29/269 - Train Accuracy:  0.935, Validation Accuracy:  0.923, Loss:  0.029
Epoch  23 Batch   30/269 - Train Accuracy:  0.938, Validation Accuracy:  0.919, Loss:  0.028
Epoch  23 Batch   31/269 - Train Accuracy:  0.935, Validation Accuracy:  0.916, Loss:  0.033
Epoch  23 Batch   32/269 - Train Accuracy:  0.943, Validation Accuracy:  0.915, Loss:  0.024
Epoch  23 Batch   33/269 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.031
Epoch  23 Batch   34/269 - Train Accuracy:  0.940, Validation Accuracy:  0.924, Loss:  0.028
Epoch  23 Batch   35/269 - Train Accuracy:  0.935, Validation Accuracy:  0.922, Loss:  0.034
Epoch  23 Batch   36/269 - Train Accuracy:  0.930, Validation Accuracy:  0.921, Loss:  0.031
Epoch  23 Batch   37/269 - Train Accuracy:  0.946, Validation Accuracy:  0.926, Loss:  0.030
Epoch  23 Batch   38/269 - Train Accuracy:  0.924, Validation Accuracy:  0.930, Loss:  0.032
Epoch  23 Batch   39/269 - Train Accuracy:  0.946, Validation Accuracy:  0.928, Loss:  0.025
Epoch  23 Batch   40/269 - Train Accuracy:  0.931, Validation Accuracy:  0.930, Loss:  0.031
Epoch  23 Batch   41/269 - Train Accuracy:  0.933, Validation Accuracy:  0.934, Loss:  0.027
Epoch  23 Batch   42/269 - Train Accuracy:  0.934, Validation Accuracy:  0.927, Loss:  0.028
Epoch  23 Batch   43/269 - Train Accuracy:  0.946, Validation Accuracy:  0.930, Loss:  0.030
Epoch  23 Batch   44/269 - Train Accuracy:  0.940, Validation Accuracy:  0.934, Loss:  0.031
Epoch  23 Batch   45/269 - Train Accuracy:  0.934, Validation Accuracy:  0.933, Loss:  0.030
Epoch  23 Batch   46/269 - Train Accuracy:  0.932, Validation Accuracy:  0.934, Loss:  0.026
Epoch  23 Batch   47/269 - Train Accuracy:  0.942, Validation Accuracy:  0.935, Loss:  0.025
Epoch  23 Batch   48/269 - Train Accuracy:  0.947, Validation Accuracy:  0.934, Loss:  0.026
Epoch  23 Batch   49/269 - Train Accuracy:  0.934, Validation Accuracy:  0.937, Loss:  0.032
Epoch  23 Batch   50/269 - Train Accuracy:  0.928, Validation Accuracy:  0.937, Loss:  0.032
Epoch  23 Batch   51/269 - Train Accuracy:  0.937, Validation Accuracy:  0.940, Loss:  0.030
Epoch  23 Batch   52/269 - Train Accuracy:  0.941, Validation Accuracy:  0.936, Loss:  0.027
Epoch  23 Batch   53/269 - Train Accuracy:  0.941, Validation Accuracy:  0.936, Loss:  0.025
Epoch  23 Batch   54/269 - Train Accuracy:  0.950, Validation Accuracy:  0.933, Loss:  0.024
Epoch  23 Batch   55/269 - Train Accuracy:  0.943, Validation Accuracy:  0.936, Loss:  0.028
Epoch  23 Batch   56/269 - Train Accuracy:  0.929, Validation Accuracy:  0.936, Loss:  0.030
Epoch  23 Batch   57/269 - Train Accuracy:  0.945, Validation Accuracy:  0.938, Loss:  0.028
Epoch  23 Batch   58/269 - Train Accuracy:  0.931, Validation Accuracy:  0.932, Loss:  0.029
Epoch  23 Batch   59/269 - Train Accuracy:  0.952, Validation Accuracy:  0.934, Loss:  0.025
Epoch  23 Batch   60/269 - Train Accuracy:  0.944, Validation Accuracy:  0.935, Loss:  0.030
Epoch  23 Batch   61/269 - Train Accuracy:  0.929, Validation Accuracy:  0.929, Loss:  0.027
Epoch  23 Batch   62/269 - Train Accuracy:  0.936, Validation Accuracy:  0.931, Loss:  0.031
Epoch  23 Batch   63/269 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.031
Epoch  23 Batch   64/269 - Train Accuracy:  0.943, Validation Accuracy:  0.928, Loss:  0.024
Epoch  23 Batch   65/269 - Train Accuracy:  0.934, Validation Accuracy:  0.934, Loss:  0.029
Epoch  23 Batch   66/269 - Train Accuracy:  0.944, Validation Accuracy:  0.939, Loss:  0.029
Epoch  23 Batch   67/269 - Train Accuracy:  0.939, Validation Accuracy:  0.941, Loss:  0.033
Epoch  23 Batch   68/269 - Train Accuracy:  0.922, Validation Accuracy:  0.931, Loss:  0.032
Epoch  23 Batch   69/269 - Train Accuracy:  0.933, Validation Accuracy:  0.927, Loss:  0.032
Epoch  23 Batch   70/269 - Train Accuracy:  0.941, Validation Accuracy:  0.924, Loss:  0.027
Epoch  23 Batch   71/269 - Train Accuracy:  0.940, Validation Accuracy:  0.924, Loss:  0.037
Epoch  23 Batch   72/269 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.035
Epoch  23 Batch   73/269 - Train Accuracy:  0.943, Validation Accuracy:  0.931, Loss:  0.028
Epoch  23 Batch   74/269 - Train Accuracy:  0.945, Validation Accuracy:  0.929, Loss:  0.026
Epoch  23 Batch   75/269 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.034
Epoch  23 Batch   76/269 - Train Accuracy:  0.932, Validation Accuracy:  0.935, Loss:  0.031
Epoch  23 Batch   77/269 - Train Accuracy:  0.944, Validation Accuracy:  0.926, Loss:  0.027
Epoch  23 Batch   78/269 - Train Accuracy:  0.944, Validation Accuracy:  0.924, Loss:  0.028
Epoch  23 Batch   79/269 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.036
Epoch  23 Batch   80/269 - Train Accuracy:  0.943, Validation Accuracy:  0.924, Loss:  0.030
Epoch  23 Batch   81/269 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.034
Epoch  23 Batch   82/269 - Train Accuracy:  0.944, Validation Accuracy:  0.928, Loss:  0.027
Epoch  23 Batch   83/269 - Train Accuracy:  0.935, Validation Accuracy:  0.930, Loss:  0.033
Epoch  23 Batch   84/269 - Train Accuracy:  0.931, Validation Accuracy:  0.935, Loss:  0.031
Epoch  23 Batch   85/269 - Train Accuracy:  0.931, Validation Accuracy:  0.932, Loss:  0.025
Epoch  23 Batch   86/269 - Train Accuracy:  0.943, Validation Accuracy:  0.931, Loss:  0.028
Epoch  23 Batch   87/269 - Train Accuracy:  0.946, Validation Accuracy:  0.932, Loss:  0.029
Epoch  23 Batch   88/269 - Train Accuracy:  0.936, Validation Accuracy:  0.932, Loss:  0.029
Epoch  23 Batch   89/269 - Train Accuracy:  0.956, Validation Accuracy:  0.934, Loss:  0.027
Epoch  23 Batch   90/269 - Train Accuracy:  0.927, Validation Accuracy:  0.932, Loss:  0.029
Epoch  23 Batch   91/269 - Train Accuracy:  0.943, Validation Accuracy:  0.925, Loss:  0.024
Epoch  23 Batch   92/269 - Train Accuracy:  0.933, Validation Accuracy:  0.927, Loss:  0.028
Epoch  23 Batch   93/269 - Train Accuracy:  0.934, Validation Accuracy:  0.933, Loss:  0.028
Epoch  23 Batch   94/269 - Train Accuracy:  0.923, Validation Accuracy:  0.934, Loss:  0.034
Epoch  23 Batch   95/269 - Train Accuracy:  0.934, Validation Accuracy:  0.937, Loss:  0.025
Epoch  23 Batch   96/269 - Train Accuracy:  0.922, Validation Accuracy:  0.938, Loss:  0.033
Epoch  23 Batch   97/269 - Train Accuracy:  0.949, Validation Accuracy:  0.939, Loss:  0.030
Epoch  23 Batch   98/269 - Train Accuracy:  0.944, Validation Accuracy:  0.945, Loss:  0.031
Epoch  23 Batch   99/269 - Train Accuracy:  0.944, Validation Accuracy:  0.941, Loss:  0.030
Epoch  23 Batch  100/269 - Train Accuracy:  0.943, Validation Accuracy:  0.933, Loss:  0.026
Epoch  23 Batch  101/269 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.030
Epoch  23 Batch  102/269 - Train Accuracy:  0.930, Validation Accuracy:  0.929, Loss:  0.026
Epoch  23 Batch  103/269 - Train Accuracy:  0.941, Validation Accuracy:  0.936, Loss:  0.029
Epoch  23 Batch  104/269 - Train Accuracy:  0.941, Validation Accuracy:  0.936, Loss:  0.026
Epoch  23 Batch  105/269 - Train Accuracy:  0.928, Validation Accuracy:  0.934, Loss:  0.028
Epoch  23 Batch  106/269 - Train Accuracy:  0.943, Validation Accuracy:  0.933, Loss:  0.024
Epoch  23 Batch  107/269 - Train Accuracy:  0.943, Validation Accuracy:  0.934, Loss:  0.027
Epoch  23 Batch  108/269 - Train Accuracy:  0.947, Validation Accuracy:  0.942, Loss:  0.024
Epoch  23 Batch  109/269 - Train Accuracy:  0.934, Validation Accuracy:  0.939, Loss:  0.031
Epoch  23 Batch  110/269 - Train Accuracy:  0.944, Validation Accuracy:  0.934, Loss:  0.025
Epoch  23 Batch  111/269 - Train Accuracy:  0.947, Validation Accuracy:  0.939, Loss:  0.028
Epoch  23 Batch  112/269 - Train Accuracy:  0.939, Validation Accuracy:  0.941, Loss:  0.028
Epoch  23 Batch  113/269 - Train Accuracy:  0.944, Validation Accuracy:  0.935, Loss:  0.027
Epoch  23 Batch  114/269 - Train Accuracy:  0.937, Validation Accuracy:  0.933, Loss:  0.027
Epoch  23 Batch  115/269 - Train Accuracy:  0.939, Validation Accuracy:  0.935, Loss:  0.027
Epoch  23 Batch  116/269 - Train Accuracy:  0.945, Validation Accuracy:  0.939, Loss:  0.024
Epoch  23 Batch  117/269 - Train Accuracy:  0.945, Validation Accuracy:  0.938, Loss:  0.025
Epoch  23 Batch  118/269 - Train Accuracy:  0.950, Validation Accuracy:  0.936, Loss:  0.021
Epoch  23 Batch  119/269 - Train Accuracy:  0.944, Validation Accuracy:  0.935, Loss:  0.028
Epoch  23 Batch  120/269 - Train Accuracy:  0.939, Validation Accuracy:  0.938, Loss:  0.026
Epoch  23 Batch  121/269 - Train Accuracy:  0.937, Validation Accuracy:  0.940, Loss:  0.022
Epoch  23 Batch  122/269 - Train Accuracy:  0.939, Validation Accuracy:  0.945, Loss:  0.028
Epoch  23 Batch  123/269 - Train Accuracy:  0.944, Validation Accuracy:  0.946, Loss:  0.027
Epoch  23 Batch  124/269 - Train Accuracy:  0.937, Validation Accuracy:  0.934, Loss:  0.022
Epoch  23 Batch  125/269 - Train Accuracy:  0.934, Validation Accuracy:  0.927, Loss:  0.024
Epoch  23 Batch  126/269 - Train Accuracy:  0.929, Validation Accuracy:  0.931, Loss:  0.028
Epoch  23 Batch  127/269 - Train Accuracy:  0.935, Validation Accuracy:  0.940, Loss:  0.026
Epoch  23 Batch  128/269 - Train Accuracy:  0.936, Validation Accuracy:  0.940, Loss:  0.027
Epoch  23 Batch  129/269 - Train Accuracy:  0.935, Validation Accuracy:  0.941, Loss:  0.026
Epoch  23 Batch  130/269 - Train Accuracy:  0.938, Validation Accuracy:  0.939, Loss:  0.027
Epoch  23 Batch  131/269 - Train Accuracy:  0.934, Validation Accuracy:  0.939, Loss:  0.027
Epoch  23 Batch  132/269 - Train Accuracy:  0.935, Validation Accuracy:  0.943, Loss:  0.029
Epoch  23 Batch  133/269 - Train Accuracy:  0.940, Validation Accuracy:  0.941, Loss:  0.026
Epoch  23 Batch  134/269 - Train Accuracy:  0.937, Validation Accuracy:  0.942, Loss:  0.028
Epoch  23 Batch  135/269 - Train Accuracy:  0.941, Validation Accuracy:  0.942, Loss:  0.023
Epoch  23 Batch  136/269 - Train Accuracy:  0.934, Validation Accuracy:  0.940, Loss:  0.025
Epoch  23 Batch  137/269 - Train Accuracy:  0.940, Validation Accuracy:  0.941, Loss:  0.026
Epoch  23 Batch  138/269 - Train Accuracy:  0.934, Validation Accuracy:  0.940, Loss:  0.022
Epoch  23 Batch  139/269 - Train Accuracy:  0.948, Validation Accuracy:  0.940, Loss:  0.020
Epoch  23 Batch  140/269 - Train Accuracy:  0.945, Validation Accuracy:  0.938, Loss:  0.026
Epoch  23 Batch  141/269 - Train Accuracy:  0.945, Validation Accuracy:  0.943, Loss:  0.028
Epoch  23 Batch  142/269 - Train Accuracy:  0.937, Validation Accuracy:  0.944, Loss:  0.027
Epoch  23 Batch  143/269 - Train Accuracy:  0.947, Validation Accuracy:  0.946, Loss:  0.022
Epoch  23 Batch  144/269 - Train Accuracy:  0.950, Validation Accuracy:  0.947, Loss:  0.020
Epoch  23 Batch  145/269 - Train Accuracy:  0.948, Validation Accuracy:  0.947, Loss:  0.020
Epoch  23 Batch  146/269 - Train Accuracy:  0.949, Validation Accuracy:  0.942, Loss:  0.022
Epoch  23 Batch  147/269 - Train Accuracy:  0.944, Validation Accuracy:  0.938, Loss:  0.024
Epoch  23 Batch  148/269 - Train Accuracy:  0.942, Validation Accuracy:  0.938, Loss:  0.024
Epoch  23 Batch  149/269 - Train Accuracy:  0.940, Validation Accuracy:  0.940, Loss:  0.028
Epoch  23 Batch  150/269 - Train Accuracy:  0.940, Validation Accuracy:  0.939, Loss:  0.025
Epoch  23 Batch  151/269 - Train Accuracy:  0.950, Validation Accuracy:  0.941, Loss:  0.026
Epoch  23 Batch  152/269 - Train Accuracy:  0.946, Validation Accuracy:  0.938, Loss:  0.023
Epoch  23 Batch  153/269 - Train Accuracy:  0.950, Validation Accuracy:  0.942, Loss:  0.020
Epoch  23 Batch  154/269 - Train Accuracy:  0.950, Validation Accuracy:  0.941, Loss:  0.022
Epoch  23 Batch  155/269 - Train Accuracy:  0.944, Validation Accuracy:  0.943, Loss:  0.024
Epoch  23 Batch  156/269 - Train Accuracy:  0.937, Validation Accuracy:  0.942, Loss:  0.024
Epoch  23 Batch  157/269 - Train Accuracy:  0.940, Validation Accuracy:  0.941, Loss:  0.022
Epoch  23 Batch  158/269 - Train Accuracy:  0.938, Validation Accuracy:  0.943, Loss:  0.023
Epoch  23 Batch  159/269 - Train Accuracy:  0.939, Validation Accuracy:  0.942, Loss:  0.024
Epoch  23 Batch  160/269 - Train Accuracy:  0.950, Validation Accuracy:  0.941, Loss:  0.022
Epoch  23 Batch  161/269 - Train Accuracy:  0.948, Validation Accuracy:  0.939, Loss:  0.022
Epoch  23 Batch  162/269 - Train Accuracy:  0.952, Validation Accuracy:  0.939, Loss:  0.021
Epoch  23 Batch  163/269 - Train Accuracy:  0.950, Validation Accuracy:  0.938, Loss:  0.023
Epoch  23 Batch  164/269 - Train Accuracy:  0.951, Validation Accuracy:  0.937, Loss:  0.025
Epoch  23 Batch  165/269 - Train Accuracy:  0.955, Validation Accuracy:  0.937, Loss:  0.023
Epoch  23 Batch  166/269 - Train Accuracy:  0.954, Validation Accuracy:  0.936, Loss:  0.020
Epoch  23 Batch  167/269 - Train Accuracy:  0.945, Validation Accuracy:  0.936, Loss:  0.027
Epoch  23 Batch  168/269 - Train Accuracy:  0.941, Validation Accuracy:  0.934, Loss:  0.026
Epoch  23 Batch  169/269 - Train Accuracy:  0.939, Validation Accuracy:  0.937, Loss:  0.022
Epoch  23 Batch  170/269 - Train Accuracy:  0.939, Validation Accuracy:  0.933, Loss:  0.024
Epoch  23 Batch  171/269 - Train Accuracy:  0.948, Validation Accuracy:  0.938, Loss:  0.025
Epoch  23 Batch  172/269 - Train Accuracy:  0.949, Validation Accuracy:  0.938, Loss:  0.022
Epoch  23 Batch  173/269 - Train Accuracy:  0.941, Validation Accuracy:  0.937, Loss:  0.022
Epoch  23 Batch  174/269 - Train Accuracy:  0.952, Validation Accuracy:  0.937, Loss:  0.022
Epoch  23 Batch  175/269 - Train Accuracy:  0.932, Validation Accuracy:  0.936, Loss:  0.033
Epoch  23 Batch  176/269 - Train Accuracy:  0.937, Validation Accuracy:  0.933, Loss:  0.028
Epoch  23 Batch  177/269 - Train Accuracy:  0.950, Validation Accuracy:  0.934, Loss:  0.021
Epoch  23 Batch  178/269 - Train Accuracy:  0.951, Validation Accuracy:  0.933, Loss:  0.023
Epoch  23 Batch  179/269 - Train Accuracy:  0.942, Validation Accuracy:  0.940, Loss:  0.026
Epoch  23 Batch  180/269 - Train Accuracy:  0.956, Validation Accuracy:  0.939, Loss:  0.021
Epoch  23 Batch  181/269 - Train Accuracy:  0.949, Validation Accuracy:  0.941, Loss:  0.025
Epoch  23 Batch  182/269 - Train Accuracy:  0.943, Validation Accuracy:  0.937, Loss:  0.022
Epoch  23 Batch  183/269 - Train Accuracy:  0.949, Validation Accuracy:  0.937, Loss:  0.020
Epoch  23 Batch  184/269 - Train Accuracy:  0.931, Validation Accuracy:  0.939, Loss:  0.026
Epoch  23 Batch  185/269 - Train Accuracy:  0.961, Validation Accuracy:  0.939, Loss:  0.022
Epoch  23 Batch  186/269 - Train Accuracy:  0.947, Validation Accuracy:  0.936, Loss:  0.020
Epoch  23 Batch  187/269 - Train Accuracy:  0.943, Validation Accuracy:  0.936, Loss:  0.021
Epoch  23 Batch  188/269 - Train Accuracy:  0.947, Validation Accuracy:  0.936, Loss:  0.024
Epoch  23 Batch  189/269 - Train Accuracy:  0.948, Validation Accuracy:  0.932, Loss:  0.022
Epoch  23 Batch  190/269 - Train Accuracy:  0.938, Validation Accuracy:  0.936, Loss:  0.024
Epoch  23 Batch  191/269 - Train Accuracy:  0.948, Validation Accuracy:  0.936, Loss:  0.023
Epoch  23 Batch  192/269 - Train Accuracy:  0.955, Validation Accuracy:  0.932, Loss:  0.021
Epoch  23 Batch  193/269 - Train Accuracy:  0.949, Validation Accuracy:  0.924, Loss:  0.022
Epoch  23 Batch  194/269 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.025
Epoch  23 Batch  195/269 - Train Accuracy:  0.943, Validation Accuracy:  0.931, Loss:  0.024
Epoch  23 Batch  196/269 - Train Accuracy:  0.935, Validation Accuracy:  0.934, Loss:  0.024
Epoch  23 Batch  197/269 - Train Accuracy:  0.942, Validation Accuracy:  0.933, Loss:  0.022
Epoch  23 Batch  198/269 - Train Accuracy:  0.947, Validation Accuracy:  0.936, Loss:  0.026
Epoch  23 Batch  199/269 - Train Accuracy:  0.943, Validation Accuracy:  0.934, Loss:  0.026
Epoch  23 Batch  200/269 - Train Accuracy:  0.954, Validation Accuracy:  0.936, Loss:  0.027
Epoch  23 Batch  201/269 - Train Accuracy:  0.953, Validation Accuracy:  0.938, Loss:  0.022
Epoch  23 Batch  202/269 - Train Accuracy:  0.949, Validation Accuracy:  0.934, Loss:  0.023
Epoch  23 Batch  203/269 - Train Accuracy:  0.937, Validation Accuracy:  0.938, Loss:  0.029
Epoch  23 Batch  204/269 - Train Accuracy:  0.945, Validation Accuracy:  0.937, Loss:  0.023
Epoch  23 Batch  205/269 - Train Accuracy:  0.953, Validation Accuracy:  0.941, Loss:  0.023
Epoch  23 Batch  206/269 - Train Accuracy:  0.943, Validation Accuracy:  0.945, Loss:  0.029
Epoch  23 Batch  207/269 - Train Accuracy:  0.943, Validation Accuracy:  0.948, Loss:  0.024
Epoch  23 Batch  208/269 - Train Accuracy:  0.944, Validation Accuracy:  0.950, Loss:  0.026
Epoch  23 Batch  209/269 - Train Accuracy:  0.943, Validation Accuracy:  0.949, Loss:  0.023
Epoch  23 Batch  210/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.024
Epoch  23 Batch  211/269 - Train Accuracy:  0.948, Validation Accuracy:  0.948, Loss:  0.030
Epoch  23 Batch  212/269 - Train Accuracy:  0.945, Validation Accuracy:  0.950, Loss:  0.027
Epoch  23 Batch  213/269 - Train Accuracy:  0.949, Validation Accuracy:  0.949, Loss:  0.028
Epoch  23 Batch  214/269 - Train Accuracy:  0.950, Validation Accuracy:  0.946, Loss:  0.028
Epoch  23 Batch  215/269 - Train Accuracy:  0.942, Validation Accuracy:  0.945, Loss:  0.026
Epoch  23 Batch  216/269 - Train Accuracy:  0.939, Validation Accuracy:  0.939, Loss:  0.034
Epoch  23 Batch  217/269 - Train Accuracy:  0.925, Validation Accuracy:  0.941, Loss:  0.027
Epoch  23 Batch  218/269 - Train Accuracy:  0.942, Validation Accuracy:  0.939, Loss:  0.028
Epoch  23 Batch  219/269 - Train Accuracy:  0.951, Validation Accuracy:  0.938, Loss:  0.026
Epoch  23 Batch  220/269 - Train Accuracy:  0.942, Validation Accuracy:  0.939, Loss:  0.025
Epoch  23 Batch  221/269 - Train Accuracy:  0.950, Validation Accuracy:  0.938, Loss:  0.022
Epoch  23 Batch  222/269 - Train Accuracy:  0.958, Validation Accuracy:  0.942, Loss:  0.019
Epoch  23 Batch  223/269 - Train Accuracy:  0.948, Validation Accuracy:  0.943, Loss:  0.022
Epoch  23 Batch  224/269 - Train Accuracy:  0.939, Validation Accuracy:  0.947, Loss:  0.028
Epoch  23 Batch  225/269 - Train Accuracy:  0.931, Validation Accuracy:  0.945, Loss:  0.024
Epoch  23 Batch  226/269 - Train Accuracy:  0.947, Validation Accuracy:  0.948, Loss:  0.029
Epoch  23 Batch  227/269 - Train Accuracy:  0.950, Validation Accuracy:  0.940, Loss:  0.025
Epoch  23 Batch  228/269 - Train Accuracy:  0.945, Validation Accuracy:  0.938, Loss:  0.021
Epoch  23 Batch  229/269 - Train Accuracy:  0.946, Validation Accuracy:  0.939, Loss:  0.023
Epoch  23 Batch  230/269 - Train Accuracy:  0.957, Validation Accuracy:  0.939, Loss:  0.023
Epoch  23 Batch  231/269 - Train Accuracy:  0.942, Validation Accuracy:  0.937, Loss:  0.023
Epoch  23 Batch  232/269 - Train Accuracy:  0.940, Validation Accuracy:  0.940, Loss:  0.024
Epoch  23 Batch  233/269 - Train Accuracy:  0.959, Validation Accuracy:  0.940, Loss:  0.026
Epoch  23 Batch  234/269 - Train Accuracy:  0.955, Validation Accuracy:  0.941, Loss:  0.020
Epoch  23 Batch  235/269 - Train Accuracy:  0.959, Validation Accuracy:  0.939, Loss:  0.018
Epoch  23 Batch  236/269 - Train Accuracy:  0.940, Validation Accuracy:  0.939, Loss:  0.023
Epoch  23 Batch  237/269 - Train Accuracy:  0.953, Validation Accuracy:  0.942, Loss:  0.022
Epoch  23 Batch  238/269 - Train Accuracy:  0.951, Validation Accuracy:  0.943, Loss:  0.021
Epoch  23 Batch  239/269 - Train Accuracy:  0.947, Validation Accuracy:  0.942, Loss:  0.021
Epoch  23 Batch  240/269 - Train Accuracy:  0.944, Validation Accuracy:  0.940, Loss:  0.021
Epoch  23 Batch  241/269 - Train Accuracy:  0.933, Validation Accuracy:  0.936, Loss:  0.027
Epoch  23 Batch  242/269 - Train Accuracy:  0.948, Validation Accuracy:  0.941, Loss:  0.024
Epoch  23 Batch  243/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.019
Epoch  23 Batch  244/269 - Train Accuracy:  0.935, Validation Accuracy:  0.949, Loss:  0.027
Epoch  23 Batch  245/269 - Train Accuracy:  0.930, Validation Accuracy:  0.948, Loss:  0.023
Epoch  23 Batch  246/269 - Train Accuracy:  0.932, Validation Accuracy:  0.944, Loss:  0.025
Epoch  23 Batch  247/269 - Train Accuracy:  0.949, Validation Accuracy:  0.937, Loss:  0.024
Epoch  23 Batch  248/269 - Train Accuracy:  0.954, Validation Accuracy:  0.934, Loss:  0.021
Epoch  23 Batch  249/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.025
Epoch  23 Batch  250/269 - Train Accuracy:  0.946, Validation Accuracy:  0.942, Loss:  0.023
Epoch  23 Batch  251/269 - Train Accuracy:  0.961, Validation Accuracy:  0.936, Loss:  0.020
Epoch  23 Batch  252/269 - Train Accuracy:  0.955, Validation Accuracy:  0.940, Loss:  0.018
Epoch  23 Batch  253/269 - Train Accuracy:  0.940, Validation Accuracy:  0.942, Loss:  0.024
Epoch  23 Batch  254/269 - Train Accuracy:  0.952, Validation Accuracy:  0.939, Loss:  0.023
Epoch  23 Batch  255/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.019
Epoch  23 Batch  256/269 - Train Accuracy:  0.946, Validation Accuracy:  0.940, Loss:  0.021
Epoch  23 Batch  257/269 - Train Accuracy:  0.927, Validation Accuracy:  0.937, Loss:  0.027
Epoch  23 Batch  258/269 - Train Accuracy:  0.945, Validation Accuracy:  0.935, Loss:  0.024
Epoch  23 Batch  259/269 - Train Accuracy:  0.953, Validation Accuracy:  0.930, Loss:  0.025
Epoch  23 Batch  260/269 - Train Accuracy:  0.941, Validation Accuracy:  0.933, Loss:  0.025
Epoch  23 Batch  261/269 - Train Accuracy:  0.947, Validation Accuracy:  0.933, Loss:  0.021
Epoch  23 Batch  262/269 - Train Accuracy:  0.940, Validation Accuracy:  0.933, Loss:  0.023
Epoch  23 Batch  263/269 - Train Accuracy:  0.946, Validation Accuracy:  0.933, Loss:  0.024
Epoch  23 Batch  264/269 - Train Accuracy:  0.939, Validation Accuracy:  0.938, Loss:  0.026
Epoch  23 Batch  265/269 - Train Accuracy:  0.949, Validation Accuracy:  0.935, Loss:  0.025
Epoch  23 Batch  266/269 - Train Accuracy:  0.941, Validation Accuracy:  0.931, Loss:  0.023
Epoch  23 Batch  267/269 - Train Accuracy:  0.944, Validation Accuracy:  0.933, Loss:  0.025
Epoch  24 Batch    0/269 - Train Accuracy:  0.946, Validation Accuracy:  0.934, Loss:  0.028
Epoch  24 Batch    1/269 - Train Accuracy:  0.944, Validation Accuracy:  0.935, Loss:  0.024
Epoch  24 Batch    2/269 - Train Accuracy:  0.936, Validation Accuracy:  0.937, Loss:  0.025
Epoch  24 Batch    3/269 - Train Accuracy:  0.959, Validation Accuracy:  0.937, Loss:  0.022
Epoch  24 Batch    4/269 - Train Accuracy:  0.937, Validation Accuracy:  0.942, Loss:  0.025
Epoch  24 Batch    5/269 - Train Accuracy:  0.947, Validation Accuracy:  0.935, Loss:  0.022
Epoch  24 Batch    6/269 - Train Accuracy:  0.950, Validation Accuracy:  0.934, Loss:  0.024
Epoch  24 Batch    7/269 - Train Accuracy:  0.939, Validation Accuracy:  0.935, Loss:  0.023
Epoch  24 Batch    8/269 - Train Accuracy:  0.950, Validation Accuracy:  0.930, Loss:  0.026
Epoch  24 Batch    9/269 - Train Accuracy:  0.936, Validation Accuracy:  0.937, Loss:  0.028
Epoch  24 Batch   10/269 - Train Accuracy:  0.949, Validation Accuracy:  0.937, Loss:  0.020
Epoch  24 Batch   11/269 - Train Accuracy:  0.943, Validation Accuracy:  0.935, Loss:  0.024
Epoch  24 Batch   12/269 - Train Accuracy:  0.931, Validation Accuracy:  0.941, Loss:  0.030
Epoch  24 Batch   13/269 - Train Accuracy:  0.945, Validation Accuracy:  0.942, Loss:  0.021
Epoch  24 Batch   14/269 - Train Accuracy:  0.937, Validation Accuracy:  0.941, Loss:  0.021
Epoch  24 Batch   15/269 - Train Accuracy:  0.950, Validation Accuracy:  0.937, Loss:  0.021
Epoch  24 Batch   16/269 - Train Accuracy:  0.938, Validation Accuracy:  0.930, Loss:  0.025
Epoch  24 Batch   17/269 - Train Accuracy:  0.951, Validation Accuracy:  0.931, Loss:  0.022
Epoch  24 Batch   18/269 - Train Accuracy:  0.946, Validation Accuracy:  0.934, Loss:  0.027
Epoch  24 Batch   19/269 - Train Accuracy:  0.955, Validation Accuracy:  0.936, Loss:  0.020
Epoch  24 Batch   20/269 - Train Accuracy:  0.958, Validation Accuracy:  0.941, Loss:  0.024
Epoch  24 Batch   21/269 - Train Accuracy:  0.931, Validation Accuracy:  0.942, Loss:  0.027
Epoch  24 Batch   22/269 - Train Accuracy:  0.945, Validation Accuracy:  0.943, Loss:  0.021
Epoch  24 Batch   23/269 - Train Accuracy:  0.939, Validation Accuracy:  0.939, Loss:  0.026
Epoch  24 Batch   24/269 - Train Accuracy:  0.939, Validation Accuracy:  0.937, Loss:  0.025
Epoch  24 Batch   25/269 - Train Accuracy:  0.945, Validation Accuracy:  0.947, Loss:  0.024
Epoch  24 Batch   26/269 - Train Accuracy:  0.946, Validation Accuracy:  0.948, Loss:  0.023
Epoch  24 Batch   27/269 - Train Accuracy:  0.940, Validation Accuracy:  0.950, Loss:  0.022
Epoch  24 Batch   28/269 - Train Accuracy:  0.934, Validation Accuracy:  0.947, Loss:  0.025
Epoch  24 Batch   29/269 - Train Accuracy:  0.942, Validation Accuracy:  0.945, Loss:  0.023
Epoch  24 Batch   30/269 - Train Accuracy:  0.948, Validation Accuracy:  0.940, Loss:  0.025
Epoch  24 Batch   31/269 - Train Accuracy:  0.943, Validation Accuracy:  0.939, Loss:  0.021
Epoch  24 Batch   32/269 - Train Accuracy:  0.955, Validation Accuracy:  0.937, Loss:  0.017
Epoch  24 Batch   33/269 - Train Accuracy:  0.955, Validation Accuracy:  0.937, Loss:  0.022
Epoch  24 Batch   34/269 - Train Accuracy:  0.949, Validation Accuracy:  0.938, Loss:  0.023
Epoch  24 Batch   35/269 - Train Accuracy:  0.939, Validation Accuracy:  0.936, Loss:  0.030
Epoch  24 Batch   36/269 - Train Accuracy:  0.950, Validation Accuracy:  0.940, Loss:  0.023
Epoch  24 Batch   37/269 - Train Accuracy:  0.957, Validation Accuracy:  0.940, Loss:  0.022
Epoch  24 Batch   38/269 - Train Accuracy:  0.941, Validation Accuracy:  0.940, Loss:  0.023
Epoch  24 Batch   39/269 - Train Accuracy:  0.957, Validation Accuracy:  0.937, Loss:  0.022
Epoch  24 Batch   40/269 - Train Accuracy:  0.942, Validation Accuracy:  0.935, Loss:  0.027
Epoch  24 Batch   41/269 - Train Accuracy:  0.946, Validation Accuracy:  0.936, Loss:  0.023
Epoch  24 Batch   42/269 - Train Accuracy:  0.953, Validation Accuracy:  0.937, Loss:  0.023
Epoch  24 Batch   43/269 - Train Accuracy:  0.940, Validation Accuracy:  0.940, Loss:  0.025
Epoch  24 Batch   44/269 - Train Accuracy:  0.943, Validation Accuracy:  0.934, Loss:  0.026
Epoch  24 Batch   45/269 - Train Accuracy:  0.944, Validation Accuracy:  0.936, Loss:  0.032
Epoch  24 Batch   46/269 - Train Accuracy:  0.945, Validation Accuracy:  0.935, Loss:  0.036
Epoch  24 Batch   47/269 - Train Accuracy:  0.949, Validation Accuracy:  0.927, Loss:  0.023
Epoch  24 Batch   48/269 - Train Accuracy:  0.932, Validation Accuracy:  0.929, Loss:  0.037
Epoch  24 Batch   49/269 - Train Accuracy:  0.945, Validation Accuracy:  0.937, Loss:  0.079
Epoch  24 Batch   50/269 - Train Accuracy:  0.922, Validation Accuracy:  0.933, Loss:  0.035
Epoch  24 Batch   51/269 - Train Accuracy:  0.943, Validation Accuracy:  0.925, Loss:  0.038
Epoch  24 Batch   52/269 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.048
Epoch  24 Batch   53/269 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.039
Epoch  24 Batch   54/269 - Train Accuracy:  0.939, Validation Accuracy:  0.920, Loss:  0.038
Epoch  24 Batch   55/269 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.035
Epoch  24 Batch   56/269 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.044
Epoch  24 Batch   57/269 - Train Accuracy:  0.939, Validation Accuracy:  0.922, Loss:  0.041
Epoch  24 Batch   58/269 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.039
Epoch  24 Batch   59/269 - Train Accuracy:  0.960, Validation Accuracy:  0.936, Loss:  0.028
Epoch  24 Batch   60/269 - Train Accuracy:  0.928, Validation Accuracy:  0.927, Loss:  0.040
Epoch  24 Batch   61/269 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.033
Epoch  24 Batch   62/269 - Train Accuracy:  0.936, Validation Accuracy:  0.931, Loss:  0.038
Epoch  24 Batch   63/269 - Train Accuracy:  0.940, Validation Accuracy:  0.930, Loss:  0.039
Epoch  24 Batch   64/269 - Train Accuracy:  0.937, Validation Accuracy:  0.923, Loss:  0.033
Epoch  24 Batch   65/269 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.036
Epoch  24 Batch   66/269 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.039
Epoch  24 Batch   67/269 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.042
Epoch  24 Batch   68/269 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.038
Epoch  24 Batch   69/269 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.038
Epoch  24 Batch   70/269 - Train Accuracy:  0.945, Validation Accuracy:  0.928, Loss:  0.033
Epoch  24 Batch   71/269 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.040
Epoch  24 Batch   72/269 - Train Accuracy:  0.940, Validation Accuracy:  0.925, Loss:  0.031
Epoch  24 Batch   73/269 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.036
Epoch  24 Batch   74/269 - Train Accuracy:  0.943, Validation Accuracy:  0.938, Loss:  0.030
Epoch  24 Batch   75/269 - Train Accuracy:  0.936, Validation Accuracy:  0.937, Loss:  0.037
Epoch  24 Batch   76/269 - Train Accuracy:  0.940, Validation Accuracy:  0.934, Loss:  0.037
Epoch  24 Batch   77/269 - Train Accuracy:  0.937, Validation Accuracy:  0.930, Loss:  0.033
Epoch  24 Batch   78/269 - Train Accuracy:  0.944, Validation Accuracy:  0.929, Loss:  0.031
Epoch  24 Batch   79/269 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.035
Epoch  24 Batch   80/269 - Train Accuracy:  0.941, Validation Accuracy:  0.921, Loss:  0.030
Epoch  24 Batch   81/269 - Train Accuracy:  0.931, Validation Accuracy:  0.927, Loss:  0.036
Epoch  24 Batch   82/269 - Train Accuracy:  0.944, Validation Accuracy:  0.930, Loss:  0.028
Epoch  24 Batch   83/269 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.033
Epoch  24 Batch   84/269 - Train Accuracy:  0.935, Validation Accuracy:  0.927, Loss:  0.030
Epoch  24 Batch   85/269 - Train Accuracy:  0.928, Validation Accuracy:  0.931, Loss:  0.031
Epoch  24 Batch   86/269 - Train Accuracy:  0.943, Validation Accuracy:  0.933, Loss:  0.030
Epoch  24 Batch   87/269 - Train Accuracy:  0.950, Validation Accuracy:  0.935, Loss:  0.029
Epoch  24 Batch   88/269 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.028
Epoch  24 Batch   89/269 - Train Accuracy:  0.949, Validation Accuracy:  0.934, Loss:  0.030
Epoch  24 Batch   90/269 - Train Accuracy:  0.939, Validation Accuracy:  0.935, Loss:  0.028
Epoch  24 Batch   91/269 - Train Accuracy:  0.953, Validation Accuracy:  0.939, Loss:  0.027
Epoch  24 Batch   92/269 - Train Accuracy:  0.950, Validation Accuracy:  0.939, Loss:  0.025
Epoch  24 Batch   93/269 - Train Accuracy:  0.941, Validation Accuracy:  0.938, Loss:  0.028
Epoch  24 Batch   94/269 - Train Accuracy:  0.936, Validation Accuracy:  0.943, Loss:  0.035
Epoch  24 Batch   95/269 - Train Accuracy:  0.946, Validation Accuracy:  0.943, Loss:  0.029
Epoch  24 Batch   96/269 - Train Accuracy:  0.934, Validation Accuracy:  0.940, Loss:  0.031
Epoch  24 Batch   97/269 - Train Accuracy:  0.938, Validation Accuracy:  0.942, Loss:  0.029
Epoch  24 Batch   98/269 - Train Accuracy:  0.945, Validation Accuracy:  0.937, Loss:  0.030
Epoch  24 Batch   99/269 - Train Accuracy:  0.941, Validation Accuracy:  0.939, Loss:  0.027
Epoch  24 Batch  100/269 - Train Accuracy:  0.946, Validation Accuracy:  0.939, Loss:  0.029
Epoch  24 Batch  101/269 - Train Accuracy:  0.943, Validation Accuracy:  0.936, Loss:  0.030
Epoch  24 Batch  102/269 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.025
Epoch  24 Batch  103/269 - Train Accuracy:  0.944, Validation Accuracy:  0.934, Loss:  0.028
Epoch  24 Batch  104/269 - Train Accuracy:  0.948, Validation Accuracy:  0.936, Loss:  0.026
Epoch  24 Batch  105/269 - Train Accuracy:  0.938, Validation Accuracy:  0.934, Loss:  0.027
Epoch  24 Batch  106/269 - Train Accuracy:  0.953, Validation Accuracy:  0.934, Loss:  0.023
Epoch  24 Batch  107/269 - Train Accuracy:  0.951, Validation Accuracy:  0.938, Loss:  0.026
Epoch  24 Batch  108/269 - Train Accuracy:  0.946, Validation Accuracy:  0.942, Loss:  0.025
Epoch  24 Batch  109/269 - Train Accuracy:  0.931, Validation Accuracy:  0.944, Loss:  0.028
Epoch  24 Batch  110/269 - Train Accuracy:  0.943, Validation Accuracy:  0.942, Loss:  0.026
Epoch  24 Batch  111/269 - Train Accuracy:  0.954, Validation Accuracy:  0.944, Loss:  0.025
Epoch  24 Batch  112/269 - Train Accuracy:  0.941, Validation Accuracy:  0.944, Loss:  0.026
Epoch  24 Batch  113/269 - Train Accuracy:  0.945, Validation Accuracy:  0.944, Loss:  0.028
Epoch  24 Batch  114/269 - Train Accuracy:  0.947, Validation Accuracy:  0.942, Loss:  0.025
Epoch  24 Batch  115/269 - Train Accuracy:  0.944, Validation Accuracy:  0.935, Loss:  0.028
Epoch  24 Batch  116/269 - Train Accuracy:  0.948, Validation Accuracy:  0.941, Loss:  0.027
Epoch  24 Batch  117/269 - Train Accuracy:  0.937, Validation Accuracy:  0.939, Loss:  0.026
Epoch  24 Batch  118/269 - Train Accuracy:  0.952, Validation Accuracy:  0.939, Loss:  0.020
Epoch  24 Batch  119/269 - Train Accuracy:  0.942, Validation Accuracy:  0.944, Loss:  0.026
Epoch  24 Batch  120/269 - Train Accuracy:  0.941, Validation Accuracy:  0.947, Loss:  0.028
Epoch  24 Batch  121/269 - Train Accuracy:  0.942, Validation Accuracy:  0.944, Loss:  0.024
Epoch  24 Batch  122/269 - Train Accuracy:  0.943, Validation Accuracy:  0.938, Loss:  0.027
Epoch  24 Batch  123/269 - Train Accuracy:  0.943, Validation Accuracy:  0.937, Loss:  0.027
Epoch  24 Batch  124/269 - Train Accuracy:  0.951, Validation Accuracy:  0.938, Loss:  0.026
Epoch  24 Batch  125/269 - Train Accuracy:  0.945, Validation Accuracy:  0.938, Loss:  0.021
Epoch  24 Batch  126/269 - Train Accuracy:  0.935, Validation Accuracy:  0.939, Loss:  0.026
Epoch  24 Batch  127/269 - Train Accuracy:  0.948, Validation Accuracy:  0.939, Loss:  0.024
Epoch  24 Batch  128/269 - Train Accuracy:  0.942, Validation Accuracy:  0.939, Loss:  0.034
Epoch  24 Batch  129/269 - Train Accuracy:  0.938, Validation Accuracy:  0.945, Loss:  0.024
Epoch  24 Batch  130/269 - Train Accuracy:  0.946, Validation Accuracy:  0.946, Loss:  0.037
Epoch  24 Batch  131/269 - Train Accuracy:  0.935, Validation Accuracy:  0.940, Loss:  0.028
Epoch  24 Batch  132/269 - Train Accuracy:  0.939, Validation Accuracy:  0.938, Loss:  0.030
Epoch  24 Batch  133/269 - Train Accuracy:  0.942, Validation Accuracy:  0.942, Loss:  0.025
Epoch  24 Batch  134/269 - Train Accuracy:  0.938, Validation Accuracy:  0.944, Loss:  0.027
Epoch  24 Batch  135/269 - Train Accuracy:  0.950, Validation Accuracy:  0.943, Loss:  0.023
Epoch  24 Batch  136/269 - Train Accuracy:  0.938, Validation Accuracy:  0.938, Loss:  0.030
Epoch  24 Batch  137/269 - Train Accuracy:  0.945, Validation Accuracy:  0.937, Loss:  0.026
Epoch  24 Batch  138/269 - Train Accuracy:  0.946, Validation Accuracy:  0.939, Loss:  0.022
Epoch  24 Batch  139/269 - Train Accuracy:  0.957, Validation Accuracy:  0.938, Loss:  0.021
Epoch  24 Batch  140/269 - Train Accuracy:  0.951, Validation Accuracy:  0.938, Loss:  0.024
Epoch  24 Batch  141/269 - Train Accuracy:  0.944, Validation Accuracy:  0.936, Loss:  0.027
Epoch  24 Batch  142/269 - Train Accuracy:  0.935, Validation Accuracy:  0.938, Loss:  0.026
Epoch  24 Batch  143/269 - Train Accuracy:  0.944, Validation Accuracy:  0.941, Loss:  0.024
Epoch  24 Batch  144/269 - Train Accuracy:  0.954, Validation Accuracy:  0.943, Loss:  0.020
Epoch  24 Batch  145/269 - Train Accuracy:  0.957, Validation Accuracy:  0.943, Loss:  0.020
Epoch  24 Batch  146/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.023
Epoch  24 Batch  147/269 - Train Accuracy:  0.942, Validation Accuracy:  0.943, Loss:  0.027
Epoch  24 Batch  148/269 - Train Accuracy:  0.951, Validation Accuracy:  0.944, Loss:  0.025
Epoch  24 Batch  149/269 - Train Accuracy:  0.952, Validation Accuracy:  0.943, Loss:  0.026
Epoch  24 Batch  150/269 - Train Accuracy:  0.948, Validation Accuracy:  0.940, Loss:  0.025
Epoch  24 Batch  151/269 - Train Accuracy:  0.951, Validation Accuracy:  0.940, Loss:  0.025
Epoch  24 Batch  152/269 - Train Accuracy:  0.953, Validation Accuracy:  0.940, Loss:  0.026
Epoch  24 Batch  153/269 - Train Accuracy:  0.953, Validation Accuracy:  0.940, Loss:  0.024
Epoch  24 Batch  154/269 - Train Accuracy:  0.939, Validation Accuracy:  0.945, Loss:  0.025
Epoch  24 Batch  155/269 - Train Accuracy:  0.944, Validation Accuracy:  0.946, Loss:  0.025
Epoch  24 Batch  156/269 - Train Accuracy:  0.950, Validation Accuracy:  0.949, Loss:  0.023
Epoch  24 Batch  157/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.019
Epoch  24 Batch  158/269 - Train Accuracy:  0.945, Validation Accuracy:  0.943, Loss:  0.024
Epoch  24 Batch  159/269 - Train Accuracy:  0.945, Validation Accuracy:  0.940, Loss:  0.021
Epoch  24 Batch  160/269 - Train Accuracy:  0.948, Validation Accuracy:  0.938, Loss:  0.024
Epoch  24 Batch  161/269 - Train Accuracy:  0.951, Validation Accuracy:  0.941, Loss:  0.023
Epoch  24 Batch  162/269 - Train Accuracy:  0.961, Validation Accuracy:  0.939, Loss:  0.021
Epoch  24 Batch  163/269 - Train Accuracy:  0.956, Validation Accuracy:  0.940, Loss:  0.022
Epoch  24 Batch  164/269 - Train Accuracy:  0.949, Validation Accuracy:  0.943, Loss:  0.023
Epoch  24 Batch  165/269 - Train Accuracy:  0.956, Validation Accuracy:  0.942, Loss:  0.025
Epoch  24 Batch  166/269 - Train Accuracy:  0.949, Validation Accuracy:  0.943, Loss:  0.021
Epoch  24 Batch  167/269 - Train Accuracy:  0.947, Validation Accuracy:  0.942, Loss:  0.024
Epoch  24 Batch  168/269 - Train Accuracy:  0.946, Validation Accuracy:  0.940, Loss:  0.025
Epoch  24 Batch  169/269 - Train Accuracy:  0.945, Validation Accuracy:  0.941, Loss:  0.023
Epoch  24 Batch  170/269 - Train Accuracy:  0.942, Validation Accuracy:  0.943, Loss:  0.023
Epoch  24 Batch  171/269 - Train Accuracy:  0.947, Validation Accuracy:  0.943, Loss:  0.025
Epoch  24 Batch  172/269 - Train Accuracy:  0.950, Validation Accuracy:  0.947, Loss:  0.025
Epoch  24 Batch  173/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.021
Epoch  24 Batch  174/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.023
Epoch  24 Batch  175/269 - Train Accuracy:  0.936, Validation Accuracy:  0.946, Loss:  0.032
Epoch  24 Batch  176/269 - Train Accuracy:  0.952, Validation Accuracy:  0.945, Loss:  0.024
Epoch  24 Batch  177/269 - Train Accuracy:  0.961, Validation Accuracy:  0.942, Loss:  0.017
Epoch  24 Batch  178/269 - Train Accuracy:  0.955, Validation Accuracy:  0.942, Loss:  0.020
Epoch  24 Batch  179/269 - Train Accuracy:  0.943, Validation Accuracy:  0.942, Loss:  0.025
Epoch  24 Batch  180/269 - Train Accuracy:  0.957, Validation Accuracy:  0.943, Loss:  0.023
Epoch  24 Batch  181/269 - Train Accuracy:  0.945, Validation Accuracy:  0.944, Loss:  0.024
Epoch  24 Batch  182/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.022
Epoch  24 Batch  183/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.018
Epoch  24 Batch  184/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.023
Epoch  24 Batch  185/269 - Train Accuracy:  0.954, Validation Accuracy:  0.940, Loss:  0.023
Epoch  24 Batch  186/269 - Train Accuracy:  0.954, Validation Accuracy:  0.937, Loss:  0.018
Epoch  24 Batch  187/269 - Train Accuracy:  0.948, Validation Accuracy:  0.934, Loss:  0.023
Epoch  24 Batch  188/269 - Train Accuracy:  0.951, Validation Accuracy:  0.935, Loss:  0.023
Epoch  24 Batch  189/269 - Train Accuracy:  0.950, Validation Accuracy:  0.938, Loss:  0.024
Epoch  24 Batch  190/269 - Train Accuracy:  0.944, Validation Accuracy:  0.937, Loss:  0.022
Epoch  24 Batch  191/269 - Train Accuracy:  0.946, Validation Accuracy:  0.935, Loss:  0.022
Epoch  24 Batch  192/269 - Train Accuracy:  0.951, Validation Accuracy:  0.933, Loss:  0.019
Epoch  24 Batch  193/269 - Train Accuracy:  0.954, Validation Accuracy:  0.936, Loss:  0.020
Epoch  24 Batch  194/269 - Train Accuracy:  0.945, Validation Accuracy:  0.940, Loss:  0.024
Epoch  24 Batch  195/269 - Train Accuracy:  0.949, Validation Accuracy:  0.944, Loss:  0.021
Epoch  24 Batch  196/269 - Train Accuracy:  0.944, Validation Accuracy:  0.944, Loss:  0.022
Epoch  24 Batch  197/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.022
Epoch  24 Batch  198/269 - Train Accuracy:  0.946, Validation Accuracy:  0.950, Loss:  0.021
Epoch  24 Batch  199/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.022
Epoch  24 Batch  200/269 - Train Accuracy:  0.959, Validation Accuracy:  0.943, Loss:  0.024
Epoch  24 Batch  201/269 - Train Accuracy:  0.954, Validation Accuracy:  0.945, Loss:  0.024
Epoch  24 Batch  202/269 - Train Accuracy:  0.952, Validation Accuracy:  0.941, Loss:  0.021
Epoch  24 Batch  203/269 - Train Accuracy:  0.947, Validation Accuracy:  0.942, Loss:  0.024
Epoch  24 Batch  204/269 - Train Accuracy:  0.955, Validation Accuracy:  0.937, Loss:  0.022
Epoch  24 Batch  205/269 - Train Accuracy:  0.956, Validation Accuracy:  0.939, Loss:  0.019
Epoch  24 Batch  206/269 - Train Accuracy:  0.931, Validation Accuracy:  0.932, Loss:  0.023
Epoch  24 Batch  207/269 - Train Accuracy:  0.943, Validation Accuracy:  0.935, Loss:  0.024
Epoch  24 Batch  208/269 - Train Accuracy:  0.948, Validation Accuracy:  0.935, Loss:  0.026
Epoch  24 Batch  209/269 - Train Accuracy:  0.957, Validation Accuracy:  0.941, Loss:  0.021
Epoch  24 Batch  210/269 - Train Accuracy:  0.949, Validation Accuracy:  0.944, Loss:  0.021
Epoch  24 Batch  211/269 - Train Accuracy:  0.946, Validation Accuracy:  0.945, Loss:  0.026
Epoch  24 Batch  212/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.026
Epoch  24 Batch  213/269 - Train Accuracy:  0.944, Validation Accuracy:  0.949, Loss:  0.021
Epoch  24 Batch  214/269 - Train Accuracy:  0.947, Validation Accuracy:  0.946, Loss:  0.024
Epoch  24 Batch  215/269 - Train Accuracy:  0.942, Validation Accuracy:  0.941, Loss:  0.024
Epoch  24 Batch  216/269 - Train Accuracy:  0.931, Validation Accuracy:  0.937, Loss:  0.029
Epoch  24 Batch  217/269 - Train Accuracy:  0.940, Validation Accuracy:  0.941, Loss:  0.024
Epoch  24 Batch  218/269 - Train Accuracy:  0.955, Validation Accuracy:  0.940, Loss:  0.022
Epoch  24 Batch  219/269 - Train Accuracy:  0.955, Validation Accuracy:  0.941, Loss:  0.022
Epoch  24 Batch  220/269 - Train Accuracy:  0.949, Validation Accuracy:  0.942, Loss:  0.022
Epoch  24 Batch  221/269 - Train Accuracy:  0.945, Validation Accuracy:  0.939, Loss:  0.023
Epoch  24 Batch  222/269 - Train Accuracy:  0.957, Validation Accuracy:  0.939, Loss:  0.019
Epoch  24 Batch  223/269 - Train Accuracy:  0.941, Validation Accuracy:  0.945, Loss:  0.024
Epoch  24 Batch  224/269 - Train Accuracy:  0.947, Validation Accuracy:  0.946, Loss:  0.027
Epoch  24 Batch  225/269 - Train Accuracy:  0.944, Validation Accuracy:  0.949, Loss:  0.022
Epoch  24 Batch  226/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.023
Epoch  24 Batch  227/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.024
Epoch  24 Batch  228/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.020
Epoch  24 Batch  229/269 - Train Accuracy:  0.950, Validation Accuracy:  0.945, Loss:  0.020
Epoch  24 Batch  230/269 - Train Accuracy:  0.951, Validation Accuracy:  0.943, Loss:  0.023
Epoch  24 Batch  231/269 - Train Accuracy:  0.946, Validation Accuracy:  0.942, Loss:  0.022
Epoch  24 Batch  232/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.022
Epoch  24 Batch  233/269 - Train Accuracy:  0.966, Validation Accuracy:  0.943, Loss:  0.021
Epoch  24 Batch  234/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.020
Epoch  24 Batch  235/269 - Train Accuracy:  0.962, Validation Accuracy:  0.945, Loss:  0.016
Epoch  24 Batch  236/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.020
Epoch  24 Batch  237/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.020
Epoch  24 Batch  238/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.020
Epoch  24 Batch  239/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.022
Epoch  24 Batch  240/269 - Train Accuracy:  0.947, Validation Accuracy:  0.948, Loss:  0.020
Epoch  24 Batch  241/269 - Train Accuracy:  0.938, Validation Accuracy:  0.947, Loss:  0.023
Epoch  24 Batch  242/269 - Train Accuracy:  0.945, Validation Accuracy:  0.948, Loss:  0.020
Epoch  24 Batch  243/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.018
Epoch  24 Batch  244/269 - Train Accuracy:  0.939, Validation Accuracy:  0.953, Loss:  0.021
Epoch  24 Batch  245/269 - Train Accuracy:  0.937, Validation Accuracy:  0.949, Loss:  0.022
Epoch  24 Batch  246/269 - Train Accuracy:  0.946, Validation Accuracy:  0.950, Loss:  0.022
Epoch  24 Batch  247/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.021
Epoch  24 Batch  248/269 - Train Accuracy:  0.958, Validation Accuracy:  0.946, Loss:  0.019
Epoch  24 Batch  249/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.018
Epoch  24 Batch  250/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.020
Epoch  24 Batch  251/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.020
Epoch  24 Batch  252/269 - Train Accuracy:  0.948, Validation Accuracy:  0.944, Loss:  0.019
Epoch  24 Batch  253/269 - Train Accuracy:  0.950, Validation Accuracy:  0.945, Loss:  0.020
Epoch  24 Batch  254/269 - Train Accuracy:  0.951, Validation Accuracy:  0.945, Loss:  0.020
Epoch  24 Batch  255/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.025
Epoch  24 Batch  256/269 - Train Accuracy:  0.943, Validation Accuracy:  0.943, Loss:  0.021
Epoch  24 Batch  257/269 - Train Accuracy:  0.952, Validation Accuracy:  0.943, Loss:  0.023
Epoch  24 Batch  258/269 - Train Accuracy:  0.958, Validation Accuracy:  0.936, Loss:  0.022
Epoch  24 Batch  259/269 - Train Accuracy:  0.955, Validation Accuracy:  0.930, Loss:  0.021
Epoch  24 Batch  260/269 - Train Accuracy:  0.948, Validation Accuracy:  0.934, Loss:  0.024
Epoch  24 Batch  261/269 - Train Accuracy:  0.957, Validation Accuracy:  0.935, Loss:  0.023
Epoch  24 Batch  262/269 - Train Accuracy:  0.947, Validation Accuracy:  0.940, Loss:  0.024
Epoch  24 Batch  263/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.021
Epoch  24 Batch  264/269 - Train Accuracy:  0.942, Validation Accuracy:  0.947, Loss:  0.024
Epoch  24 Batch  265/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.019
Epoch  24 Batch  266/269 - Train Accuracy:  0.949, Validation Accuracy:  0.944, Loss:  0.017
Epoch  24 Batch  267/269 - Train Accuracy:  0.953, Validation Accuracy:  0.941, Loss:  0.022
Epoch  25 Batch    0/269 - Train Accuracy:  0.948, Validation Accuracy:  0.939, Loss:  0.025
Epoch  25 Batch    1/269 - Train Accuracy:  0.950, Validation Accuracy:  0.945, Loss:  0.022
Epoch  25 Batch    2/269 - Train Accuracy:  0.945, Validation Accuracy:  0.946, Loss:  0.025
Epoch  25 Batch    3/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.021
Epoch  25 Batch    4/269 - Train Accuracy:  0.947, Validation Accuracy:  0.951, Loss:  0.023
Epoch  25 Batch    5/269 - Train Accuracy:  0.947, Validation Accuracy:  0.948, Loss:  0.020
Epoch  25 Batch    6/269 - Train Accuracy:  0.947, Validation Accuracy:  0.945, Loss:  0.021
Epoch  25 Batch    7/269 - Train Accuracy:  0.950, Validation Accuracy:  0.946, Loss:  0.021
Epoch  25 Batch    8/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.023
Epoch  25 Batch    9/269 - Train Accuracy:  0.947, Validation Accuracy:  0.944, Loss:  0.024
Epoch  25 Batch   10/269 - Train Accuracy:  0.956, Validation Accuracy:  0.945, Loss:  0.019
Epoch  25 Batch   11/269 - Train Accuracy:  0.948, Validation Accuracy:  0.946, Loss:  0.022
Epoch  25 Batch   12/269 - Train Accuracy:  0.941, Validation Accuracy:  0.945, Loss:  0.026
Epoch  25 Batch   13/269 - Train Accuracy:  0.947, Validation Accuracy:  0.942, Loss:  0.021
Epoch  25 Batch   14/269 - Train Accuracy:  0.943, Validation Accuracy:  0.944, Loss:  0.020
Epoch  25 Batch   15/269 - Train Accuracy:  0.958, Validation Accuracy:  0.944, Loss:  0.016
Epoch  25 Batch   16/269 - Train Accuracy:  0.945, Validation Accuracy:  0.941, Loss:  0.023
Epoch  25 Batch   17/269 - Train Accuracy:  0.955, Validation Accuracy:  0.938, Loss:  0.019
Epoch  25 Batch   18/269 - Train Accuracy:  0.951, Validation Accuracy:  0.936, Loss:  0.022
Epoch  25 Batch   19/269 - Train Accuracy:  0.961, Validation Accuracy:  0.943, Loss:  0.016
Epoch  25 Batch   20/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.022
Epoch  25 Batch   21/269 - Train Accuracy:  0.940, Validation Accuracy:  0.944, Loss:  0.024
Epoch  25 Batch   22/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.020
Epoch  25 Batch   23/269 - Train Accuracy:  0.941, Validation Accuracy:  0.948, Loss:  0.025
Epoch  25 Batch   24/269 - Train Accuracy:  0.949, Validation Accuracy:  0.949, Loss:  0.019
Epoch  25 Batch   25/269 - Train Accuracy:  0.951, Validation Accuracy:  0.949, Loss:  0.020
Epoch  25 Batch   26/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.020
Epoch  25 Batch   27/269 - Train Accuracy:  0.945, Validation Accuracy:  0.951, Loss:  0.021
Epoch  25 Batch   28/269 - Train Accuracy:  0.939, Validation Accuracy:  0.952, Loss:  0.021
Epoch  25 Batch   29/269 - Train Accuracy:  0.951, Validation Accuracy:  0.954, Loss:  0.020
Epoch  25 Batch   30/269 - Train Accuracy:  0.947, Validation Accuracy:  0.954, Loss:  0.021
Epoch  25 Batch   31/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.018
Epoch  25 Batch   32/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.013
Epoch  25 Batch   33/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.017
Epoch  25 Batch   34/269 - Train Accuracy:  0.951, Validation Accuracy:  0.949, Loss:  0.021
Epoch  25 Batch   35/269 - Train Accuracy:  0.946, Validation Accuracy:  0.945, Loss:  0.025
Epoch  25 Batch   36/269 - Train Accuracy:  0.945, Validation Accuracy:  0.945, Loss:  0.020
Epoch  25 Batch   37/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.021
Epoch  25 Batch   38/269 - Train Accuracy:  0.944, Validation Accuracy:  0.946, Loss:  0.021
Epoch  25 Batch   39/269 - Train Accuracy:  0.966, Validation Accuracy:  0.943, Loss:  0.016
Epoch  25 Batch   40/269 - Train Accuracy:  0.947, Validation Accuracy:  0.944, Loss:  0.022
Epoch  25 Batch   41/269 - Train Accuracy:  0.948, Validation Accuracy:  0.946, Loss:  0.022
Epoch  25 Batch   42/269 - Train Accuracy:  0.962, Validation Accuracy:  0.947, Loss:  0.020
Epoch  25 Batch   43/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.021
Epoch  25 Batch   44/269 - Train Accuracy:  0.949, Validation Accuracy:  0.949, Loss:  0.025
Epoch  25 Batch   45/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.024
Epoch  25 Batch   46/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.020
Epoch  25 Batch   47/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.015
Epoch  25 Batch   48/269 - Train Accuracy:  0.952, Validation Accuracy:  0.955, Loss:  0.018
Epoch  25 Batch   49/269 - Train Accuracy:  0.952, Validation Accuracy:  0.956, Loss:  0.020
Epoch  25 Batch   50/269 - Train Accuracy:  0.937, Validation Accuracy:  0.956, Loss:  0.026
Epoch  25 Batch   51/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.022
Epoch  25 Batch   52/269 - Train Accuracy:  0.947, Validation Accuracy:  0.952, Loss:  0.018
Epoch  25 Batch   53/269 - Train Accuracy:  0.948, Validation Accuracy:  0.952, Loss:  0.024
Epoch  25 Batch   54/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.021
Epoch  25 Batch   55/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.020
Epoch  25 Batch   56/269 - Train Accuracy:  0.938, Validation Accuracy:  0.953, Loss:  0.022
Epoch  25 Batch   57/269 - Train Accuracy:  0.959, Validation Accuracy:  0.950, Loss:  0.021
Epoch  25 Batch   58/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.022
Epoch  25 Batch   59/269 - Train Accuracy:  0.964, Validation Accuracy:  0.949, Loss:  0.017
Epoch  25 Batch   60/269 - Train Accuracy:  0.954, Validation Accuracy:  0.945, Loss:  0.022
Epoch  25 Batch   61/269 - Train Accuracy:  0.945, Validation Accuracy:  0.945, Loss:  0.020
Epoch  25 Batch   62/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.020
Epoch  25 Batch   63/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.021
Epoch  25 Batch   64/269 - Train Accuracy:  0.957, Validation Accuracy:  0.943, Loss:  0.018
Epoch  25 Batch   65/269 - Train Accuracy:  0.959, Validation Accuracy:  0.941, Loss:  0.018
Epoch  25 Batch   66/269 - Train Accuracy:  0.951, Validation Accuracy:  0.940, Loss:  0.020
Epoch  25 Batch   67/269 - Train Accuracy:  0.945, Validation Accuracy:  0.939, Loss:  0.022
Epoch  25 Batch   68/269 - Train Accuracy:  0.937, Validation Accuracy:  0.935, Loss:  0.025
Epoch  25 Batch   69/269 - Train Accuracy:  0.947, Validation Accuracy:  0.938, Loss:  0.022
Epoch  25 Batch   70/269 - Train Accuracy:  0.956, Validation Accuracy:  0.942, Loss:  0.021
Epoch  25 Batch   71/269 - Train Accuracy:  0.960, Validation Accuracy:  0.943, Loss:  0.023
Epoch  25 Batch   72/269 - Train Accuracy:  0.953, Validation Accuracy:  0.940, Loss:  0.021
Epoch  25 Batch   73/269 - Train Accuracy:  0.949, Validation Accuracy:  0.938, Loss:  0.021
Epoch  25 Batch   74/269 - Train Accuracy:  0.957, Validation Accuracy:  0.945, Loss:  0.020
Epoch  25 Batch   75/269 - Train Accuracy:  0.948, Validation Accuracy:  0.943, Loss:  0.022
Epoch  25 Batch   76/269 - Train Accuracy:  0.945, Validation Accuracy:  0.945, Loss:  0.020
Epoch  25 Batch   77/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.021
Epoch  25 Batch   78/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.021
Epoch  25 Batch   79/269 - Train Accuracy:  0.941, Validation Accuracy:  0.937, Loss:  0.022
Epoch  25 Batch   80/269 - Train Accuracy:  0.959, Validation Accuracy:  0.941, Loss:  0.018
Epoch  25 Batch   81/269 - Train Accuracy:  0.950, Validation Accuracy:  0.941, Loss:  0.023
Epoch  25 Batch   82/269 - Train Accuracy:  0.957, Validation Accuracy:  0.941, Loss:  0.016
Epoch  25 Batch   83/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.024
Epoch  25 Batch   84/269 - Train Accuracy:  0.954, Validation Accuracy:  0.937, Loss:  0.019
Epoch  25 Batch   85/269 - Train Accuracy:  0.945, Validation Accuracy:  0.935, Loss:  0.021
Epoch  25 Batch   86/269 - Train Accuracy:  0.959, Validation Accuracy:  0.936, Loss:  0.019
Epoch  25 Batch   87/269 - Train Accuracy:  0.959, Validation Accuracy:  0.937, Loss:  0.019
Epoch  25 Batch   88/269 - Train Accuracy:  0.947, Validation Accuracy:  0.941, Loss:  0.019
Epoch  25 Batch   89/269 - Train Accuracy:  0.963, Validation Accuracy:  0.939, Loss:  0.020
Epoch  25 Batch   90/269 - Train Accuracy:  0.950, Validation Accuracy:  0.938, Loss:  0.020
Epoch  25 Batch   91/269 - Train Accuracy:  0.957, Validation Accuracy:  0.937, Loss:  0.019
Epoch  25 Batch   92/269 - Train Accuracy:  0.957, Validation Accuracy:  0.941, Loss:  0.018
Epoch  25 Batch   93/269 - Train Accuracy:  0.952, Validation Accuracy:  0.945, Loss:  0.018
Epoch  25 Batch   94/269 - Train Accuracy:  0.950, Validation Accuracy:  0.949, Loss:  0.025
Epoch  25 Batch   95/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.019
Epoch  25 Batch   96/269 - Train Accuracy:  0.945, Validation Accuracy:  0.949, Loss:  0.024
Epoch  25 Batch   97/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.021
Epoch  25 Batch   98/269 - Train Accuracy:  0.958, Validation Accuracy:  0.944, Loss:  0.023
Epoch  25 Batch   99/269 - Train Accuracy:  0.951, Validation Accuracy:  0.941, Loss:  0.019
Epoch  25 Batch  100/269 - Train Accuracy:  0.948, Validation Accuracy:  0.946, Loss:  0.023
Epoch  25 Batch  101/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.024
Epoch  25 Batch  102/269 - Train Accuracy:  0.947, Validation Accuracy:  0.946, Loss:  0.025
Epoch  25 Batch  103/269 - Train Accuracy:  0.952, Validation Accuracy:  0.947, Loss:  0.023
Epoch  25 Batch  104/269 - Train Accuracy:  0.951, Validation Accuracy:  0.939, Loss:  0.021
Epoch  25 Batch  105/269 - Train Accuracy:  0.952, Validation Accuracy:  0.936, Loss:  0.022
Epoch  25 Batch  106/269 - Train Accuracy:  0.957, Validation Accuracy:  0.937, Loss:  0.019
Epoch  25 Batch  107/269 - Train Accuracy:  0.955, Validation Accuracy:  0.940, Loss:  0.021
Epoch  25 Batch  108/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.022
Epoch  25 Batch  109/269 - Train Accuracy:  0.944, Validation Accuracy:  0.946, Loss:  0.023
Epoch  25 Batch  110/269 - Train Accuracy:  0.945, Validation Accuracy:  0.942, Loss:  0.022
Epoch  25 Batch  111/269 - Train Accuracy:  0.958, Validation Accuracy:  0.940, Loss:  0.022
Epoch  25 Batch  112/269 - Train Accuracy:  0.948, Validation Accuracy:  0.941, Loss:  0.024
Epoch  25 Batch  113/269 - Train Accuracy:  0.957, Validation Accuracy:  0.939, Loss:  0.025
Epoch  25 Batch  114/269 - Train Accuracy:  0.949, Validation Accuracy:  0.939, Loss:  0.021
Epoch  25 Batch  115/269 - Train Accuracy:  0.954, Validation Accuracy:  0.935, Loss:  0.021
Epoch  25 Batch  116/269 - Train Accuracy:  0.953, Validation Accuracy:  0.932, Loss:  0.019
Epoch  25 Batch  117/269 - Train Accuracy:  0.946, Validation Accuracy:  0.935, Loss:  0.023
Epoch  25 Batch  118/269 - Train Accuracy:  0.956, Validation Accuracy:  0.936, Loss:  0.017
Epoch  25 Batch  119/269 - Train Accuracy:  0.940, Validation Accuracy:  0.937, Loss:  0.025
Epoch  25 Batch  120/269 - Train Accuracy:  0.955, Validation Accuracy:  0.938, Loss:  0.021
Epoch  25 Batch  121/269 - Train Accuracy:  0.953, Validation Accuracy:  0.943, Loss:  0.018
Epoch  25 Batch  122/269 - Train Accuracy:  0.948, Validation Accuracy:  0.941, Loss:  0.023
Epoch  25 Batch  123/269 - Train Accuracy:  0.950, Validation Accuracy:  0.942, Loss:  0.022
Epoch  25 Batch  124/269 - Train Accuracy:  0.960, Validation Accuracy:  0.939, Loss:  0.019
Epoch  25 Batch  125/269 - Train Accuracy:  0.949, Validation Accuracy:  0.940, Loss:  0.021
Epoch  25 Batch  126/269 - Train Accuracy:  0.933, Validation Accuracy:  0.941, Loss:  0.023
Epoch  25 Batch  127/269 - Train Accuracy:  0.947, Validation Accuracy:  0.940, Loss:  0.022
Epoch  25 Batch  128/269 - Train Accuracy:  0.955, Validation Accuracy:  0.937, Loss:  0.024
Epoch  25 Batch  129/269 - Train Accuracy:  0.940, Validation Accuracy:  0.938, Loss:  0.023
Epoch  25 Batch  130/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.025
Epoch  25 Batch  131/269 - Train Accuracy:  0.941, Validation Accuracy:  0.946, Loss:  0.024
Epoch  25 Batch  132/269 - Train Accuracy:  0.943, Validation Accuracy:  0.945, Loss:  0.026
Epoch  25 Batch  133/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.020
Epoch  25 Batch  134/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.023
Epoch  25 Batch  135/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.017
Epoch  25 Batch  136/269 - Train Accuracy:  0.945, Validation Accuracy:  0.952, Loss:  0.023
Epoch  25 Batch  137/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.020
Epoch  25 Batch  138/269 - Train Accuracy:  0.951, Validation Accuracy:  0.951, Loss:  0.023
Epoch  25 Batch  139/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.018
Epoch  25 Batch  140/269 - Train Accuracy:  0.954, Validation Accuracy:  0.944, Loss:  0.020
Epoch  25 Batch  141/269 - Train Accuracy:  0.951, Validation Accuracy:  0.949, Loss:  0.025
Epoch  25 Batch  142/269 - Train Accuracy:  0.946, Validation Accuracy:  0.952, Loss:  0.022
Epoch  25 Batch  143/269 - Train Accuracy:  0.949, Validation Accuracy:  0.954, Loss:  0.026
Epoch  25 Batch  144/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.019
Epoch  25 Batch  145/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.020
Epoch  25 Batch  146/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.023
Epoch  25 Batch  147/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.023
Epoch  25 Batch  148/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.025
Epoch  25 Batch  149/269 - Train Accuracy:  0.945, Validation Accuracy:  0.950, Loss:  0.025
Epoch  25 Batch  150/269 - Train Accuracy:  0.943, Validation Accuracy:  0.952, Loss:  0.025
Epoch  25 Batch  151/269 - Train Accuracy:  0.962, Validation Accuracy:  0.945, Loss:  0.023
Epoch  25 Batch  152/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.023
Epoch  25 Batch  153/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.020
Epoch  25 Batch  154/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.024
Epoch  25 Batch  155/269 - Train Accuracy:  0.948, Validation Accuracy:  0.951, Loss:  0.024
Epoch  25 Batch  156/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.026
Epoch  25 Batch  157/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.019
Epoch  25 Batch  158/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.020
Epoch  25 Batch  159/269 - Train Accuracy:  0.946, Validation Accuracy:  0.946, Loss:  0.022
Epoch  25 Batch  160/269 - Train Accuracy:  0.955, Validation Accuracy:  0.944, Loss:  0.021
Epoch  25 Batch  161/269 - Train Accuracy:  0.959, Validation Accuracy:  0.944, Loss:  0.020
Epoch  25 Batch  162/269 - Train Accuracy:  0.961, Validation Accuracy:  0.946, Loss:  0.018
Epoch  25 Batch  163/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.020
Epoch  25 Batch  164/269 - Train Accuracy:  0.958, Validation Accuracy:  0.942, Loss:  0.021
Epoch  25 Batch  165/269 - Train Accuracy:  0.957, Validation Accuracy:  0.945, Loss:  0.020
Epoch  25 Batch  166/269 - Train Accuracy:  0.952, Validation Accuracy:  0.945, Loss:  0.021
Epoch  25 Batch  167/269 - Train Accuracy:  0.955, Validation Accuracy:  0.943, Loss:  0.022
Epoch  25 Batch  168/269 - Train Accuracy:  0.952, Validation Accuracy:  0.942, Loss:  0.021
Epoch  25 Batch  169/269 - Train Accuracy:  0.953, Validation Accuracy:  0.943, Loss:  0.018
Epoch  25 Batch  170/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.023
Epoch  25 Batch  171/269 - Train Accuracy:  0.953, Validation Accuracy:  0.942, Loss:  0.026
Epoch  25 Batch  172/269 - Train Accuracy:  0.958, Validation Accuracy:  0.942, Loss:  0.020
Epoch  25 Batch  173/269 - Train Accuracy:  0.951, Validation Accuracy:  0.944, Loss:  0.019
Epoch  25 Batch  174/269 - Train Accuracy:  0.957, Validation Accuracy:  0.945, Loss:  0.021
Epoch  25 Batch  175/269 - Train Accuracy:  0.938, Validation Accuracy:  0.946, Loss:  0.032
Epoch  25 Batch  176/269 - Train Accuracy:  0.950, Validation Accuracy:  0.946, Loss:  0.023
Epoch  25 Batch  177/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.017
Epoch  25 Batch  178/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.020
Epoch  25 Batch  179/269 - Train Accuracy:  0.956, Validation Accuracy:  0.944, Loss:  0.019
Epoch  25 Batch  180/269 - Train Accuracy:  0.961, Validation Accuracy:  0.945, Loss:  0.017
Epoch  25 Batch  181/269 - Train Accuracy:  0.952, Validation Accuracy:  0.942, Loss:  0.024
Epoch  25 Batch  182/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.017
Epoch  25 Batch  183/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.017
Epoch  25 Batch  184/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.020
Epoch  25 Batch  185/269 - Train Accuracy:  0.962, Validation Accuracy:  0.944, Loss:  0.020
Epoch  25 Batch  186/269 - Train Accuracy:  0.954, Validation Accuracy:  0.945, Loss:  0.018
Epoch  25 Batch  187/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.018
Epoch  25 Batch  188/269 - Train Accuracy:  0.956, Validation Accuracy:  0.945, Loss:  0.020
Epoch  25 Batch  189/269 - Train Accuracy:  0.959, Validation Accuracy:  0.947, Loss:  0.019
Epoch  25 Batch  190/269 - Train Accuracy:  0.945, Validation Accuracy:  0.948, Loss:  0.021
Epoch  25 Batch  191/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.021
Epoch  25 Batch  192/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.020
Epoch  25 Batch  193/269 - Train Accuracy:  0.954, Validation Accuracy:  0.944, Loss:  0.017
Epoch  25 Batch  194/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.019
Epoch  25 Batch  195/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.021
Epoch  25 Batch  196/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.019
Epoch  25 Batch  197/269 - Train Accuracy:  0.953, Validation Accuracy:  0.944, Loss:  0.023
Epoch  25 Batch  198/269 - Train Accuracy:  0.952, Validation Accuracy:  0.945, Loss:  0.020
Epoch  25 Batch  199/269 - Train Accuracy:  0.959, Validation Accuracy:  0.942, Loss:  0.021
Epoch  25 Batch  200/269 - Train Accuracy:  0.971, Validation Accuracy:  0.939, Loss:  0.017
Epoch  25 Batch  201/269 - Train Accuracy:  0.958, Validation Accuracy:  0.941, Loss:  0.020
Epoch  25 Batch  202/269 - Train Accuracy:  0.955, Validation Accuracy:  0.938, Loss:  0.019
Epoch  25 Batch  203/269 - Train Accuracy:  0.954, Validation Accuracy:  0.941, Loss:  0.024
Epoch  25 Batch  204/269 - Train Accuracy:  0.955, Validation Accuracy:  0.939, Loss:  0.021
Epoch  25 Batch  205/269 - Train Accuracy:  0.954, Validation Accuracy:  0.943, Loss:  0.019
Epoch  25 Batch  206/269 - Train Accuracy:  0.947, Validation Accuracy:  0.941, Loss:  0.023
Epoch  25 Batch  207/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.021
Epoch  25 Batch  208/269 - Train Accuracy:  0.958, Validation Accuracy:  0.941, Loss:  0.022
Epoch  25 Batch  209/269 - Train Accuracy:  0.954, Validation Accuracy:  0.944, Loss:  0.020
Epoch  25 Batch  210/269 - Train Accuracy:  0.959, Validation Accuracy:  0.944, Loss:  0.020
Epoch  25 Batch  211/269 - Train Accuracy:  0.956, Validation Accuracy:  0.943, Loss:  0.027
Epoch  25 Batch  212/269 - Train Accuracy:  0.950, Validation Accuracy:  0.946, Loss:  0.024
Epoch  25 Batch  213/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.020
Epoch  25 Batch  214/269 - Train Accuracy:  0.949, Validation Accuracy:  0.937, Loss:  0.020
Epoch  25 Batch  215/269 - Train Accuracy:  0.955, Validation Accuracy:  0.938, Loss:  0.024
Epoch  25 Batch  216/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.029
Epoch  25 Batch  217/269 - Train Accuracy:  0.946, Validation Accuracy:  0.942, Loss:  0.023
Epoch  25 Batch  218/269 - Train Accuracy:  0.959, Validation Accuracy:  0.942, Loss:  0.019
Epoch  25 Batch  219/269 - Train Accuracy:  0.961, Validation Accuracy:  0.944, Loss:  0.021
Epoch  25 Batch  220/269 - Train Accuracy:  0.950, Validation Accuracy:  0.946, Loss:  0.020
Epoch  25 Batch  221/269 - Train Accuracy:  0.953, Validation Accuracy:  0.949, Loss:  0.022
Epoch  25 Batch  222/269 - Train Accuracy:  0.963, Validation Accuracy:  0.947, Loss:  0.017
Epoch  25 Batch  223/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.020
Epoch  25 Batch  224/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.027
Epoch  25 Batch  225/269 - Train Accuracy:  0.948, Validation Accuracy:  0.952, Loss:  0.020
Epoch  25 Batch  226/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.020
Epoch  25 Batch  227/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.022
Epoch  25 Batch  228/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.018
Epoch  25 Batch  229/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.020
Epoch  25 Batch  230/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.018
Epoch  25 Batch  231/269 - Train Accuracy:  0.955, Validation Accuracy:  0.944, Loss:  0.020
Epoch  25 Batch  232/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.020
Epoch  25 Batch  233/269 - Train Accuracy:  0.964, Validation Accuracy:  0.943, Loss:  0.019
Epoch  25 Batch  234/269 - Train Accuracy:  0.962, Validation Accuracy:  0.940, Loss:  0.017
Epoch  25 Batch  235/269 - Train Accuracy:  0.966, Validation Accuracy:  0.940, Loss:  0.017
Epoch  25 Batch  236/269 - Train Accuracy:  0.945, Validation Accuracy:  0.944, Loss:  0.016
Epoch  25 Batch  237/269 - Train Accuracy:  0.964, Validation Accuracy:  0.944, Loss:  0.017
Epoch  25 Batch  238/269 - Train Accuracy:  0.960, Validation Accuracy:  0.942, Loss:  0.019
Epoch  25 Batch  239/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.020
Epoch  25 Batch  240/269 - Train Accuracy:  0.959, Validation Accuracy:  0.947, Loss:  0.018
Epoch  25 Batch  241/269 - Train Accuracy:  0.944, Validation Accuracy:  0.948, Loss:  0.021
Epoch  25 Batch  242/269 - Train Accuracy:  0.953, Validation Accuracy:  0.943, Loss:  0.018
Epoch  25 Batch  243/269 - Train Accuracy:  0.966, Validation Accuracy:  0.943, Loss:  0.015
Epoch  25 Batch  244/269 - Train Accuracy:  0.943, Validation Accuracy:  0.945, Loss:  0.021
Epoch  25 Batch  245/269 - Train Accuracy:  0.954, Validation Accuracy:  0.948, Loss:  0.018
Epoch  25 Batch  246/269 - Train Accuracy:  0.950, Validation Accuracy:  0.947, Loss:  0.021
Epoch  25 Batch  247/269 - Train Accuracy:  0.962, Validation Accuracy:  0.945, Loss:  0.019
Epoch  25 Batch  248/269 - Train Accuracy:  0.961, Validation Accuracy:  0.943, Loss:  0.019
Epoch  25 Batch  249/269 - Train Accuracy:  0.951, Validation Accuracy:  0.946, Loss:  0.018
Epoch  25 Batch  250/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.022
Epoch  25 Batch  251/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.018
Epoch  25 Batch  252/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.017
Epoch  25 Batch  253/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.018
Epoch  25 Batch  254/269 - Train Accuracy:  0.959, Validation Accuracy:  0.947, Loss:  0.021
Epoch  25 Batch  255/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.018
Epoch  25 Batch  256/269 - Train Accuracy:  0.937, Validation Accuracy:  0.949, Loss:  0.021
Epoch  25 Batch  257/269 - Train Accuracy:  0.948, Validation Accuracy:  0.948, Loss:  0.025
Epoch  25 Batch  258/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.019
Epoch  25 Batch  259/269 - Train Accuracy:  0.962, Validation Accuracy:  0.946, Loss:  0.018
Epoch  25 Batch  260/269 - Train Accuracy:  0.951, Validation Accuracy:  0.941, Loss:  0.022
Epoch  25 Batch  261/269 - Train Accuracy:  0.959, Validation Accuracy:  0.940, Loss:  0.020
Epoch  25 Batch  262/269 - Train Accuracy:  0.949, Validation Accuracy:  0.940, Loss:  0.021
Epoch  25 Batch  263/269 - Train Accuracy:  0.950, Validation Accuracy:  0.947, Loss:  0.019
Epoch  25 Batch  264/269 - Train Accuracy:  0.946, Validation Accuracy:  0.951, Loss:  0.025
Epoch  25 Batch  265/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.018
Epoch  25 Batch  266/269 - Train Accuracy:  0.962, Validation Accuracy:  0.945, Loss:  0.016
Epoch  25 Batch  267/269 - Train Accuracy:  0.962, Validation Accuracy:  0.943, Loss:  0.018
Epoch  26 Batch    0/269 - Train Accuracy:  0.957, Validation Accuracy:  0.944, Loss:  0.024
Epoch  26 Batch    1/269 - Train Accuracy:  0.946, Validation Accuracy:  0.943, Loss:  0.019
Epoch  26 Batch    2/269 - Train Accuracy:  0.948, Validation Accuracy:  0.946, Loss:  0.022
Epoch  26 Batch    3/269 - Train Accuracy:  0.962, Validation Accuracy:  0.943, Loss:  0.018
Epoch  26 Batch    4/269 - Train Accuracy:  0.949, Validation Accuracy:  0.954, Loss:  0.022
Epoch  26 Batch    5/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.020
Epoch  26 Batch    6/269 - Train Accuracy:  0.957, Validation Accuracy:  0.945, Loss:  0.018
Epoch  26 Batch    7/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.019
Epoch  26 Batch    8/269 - Train Accuracy:  0.959, Validation Accuracy:  0.943, Loss:  0.020
Epoch  26 Batch    9/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.024
Epoch  26 Batch   10/269 - Train Accuracy:  0.957, Validation Accuracy:  0.943, Loss:  0.018
Epoch  26 Batch   11/269 - Train Accuracy:  0.955, Validation Accuracy:  0.944, Loss:  0.020
Epoch  26 Batch   12/269 - Train Accuracy:  0.936, Validation Accuracy:  0.944, Loss:  0.024
Epoch  26 Batch   13/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.019
Epoch  26 Batch   14/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.017
Epoch  26 Batch   15/269 - Train Accuracy:  0.966, Validation Accuracy:  0.942, Loss:  0.016
Epoch  26 Batch   16/269 - Train Accuracy:  0.952, Validation Accuracy:  0.941, Loss:  0.023
Epoch  26 Batch   17/269 - Train Accuracy:  0.954, Validation Accuracy:  0.945, Loss:  0.019
Epoch  26 Batch   18/269 - Train Accuracy:  0.947, Validation Accuracy:  0.945, Loss:  0.021
Epoch  26 Batch   19/269 - Train Accuracy:  0.967, Validation Accuracy:  0.944, Loss:  0.015
Epoch  26 Batch   20/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.017
Epoch  26 Batch   21/269 - Train Accuracy:  0.948, Validation Accuracy:  0.947, Loss:  0.024
Epoch  26 Batch   22/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.017
Epoch  26 Batch   23/269 - Train Accuracy:  0.947, Validation Accuracy:  0.952, Loss:  0.022
Epoch  26 Batch   24/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.018
Epoch  26 Batch   25/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.019
Epoch  26 Batch   26/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.018
Epoch  26 Batch   27/269 - Train Accuracy:  0.950, Validation Accuracy:  0.944, Loss:  0.018
Epoch  26 Batch   28/269 - Train Accuracy:  0.946, Validation Accuracy:  0.944, Loss:  0.020
Epoch  26 Batch   29/269 - Train Accuracy:  0.954, Validation Accuracy:  0.944, Loss:  0.018
Epoch  26 Batch   30/269 - Train Accuracy:  0.949, Validation Accuracy:  0.944, Loss:  0.021
Epoch  26 Batch   31/269 - Train Accuracy:  0.953, Validation Accuracy:  0.947, Loss:  0.017
Epoch  26 Batch   32/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.012
Epoch  26 Batch   33/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.019
Epoch  26 Batch   34/269 - Train Accuracy:  0.954, Validation Accuracy:  0.947, Loss:  0.017
Epoch  26 Batch   35/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.025
Epoch  26 Batch   36/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.018
Epoch  26 Batch   37/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.020
Epoch  26 Batch   38/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.021
Epoch  26 Batch   39/269 - Train Accuracy:  0.964, Validation Accuracy:  0.947, Loss:  0.017
Epoch  26 Batch   40/269 - Train Accuracy:  0.954, Validation Accuracy:  0.947, Loss:  0.020
Epoch  26 Batch   41/269 - Train Accuracy:  0.948, Validation Accuracy:  0.948, Loss:  0.020
Epoch  26 Batch   42/269 - Train Accuracy:  0.963, Validation Accuracy:  0.944, Loss:  0.018
Epoch  26 Batch   43/269 - Train Accuracy:  0.950, Validation Accuracy:  0.943, Loss:  0.020
Epoch  26 Batch   44/269 - Train Accuracy:  0.962, Validation Accuracy:  0.946, Loss:  0.020
Epoch  26 Batch   45/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.021
Epoch  26 Batch   46/269 - Train Accuracy:  0.956, Validation Accuracy:  0.945, Loss:  0.016
Epoch  26 Batch   47/269 - Train Accuracy:  0.962, Validation Accuracy:  0.947, Loss:  0.016
Epoch  26 Batch   48/269 - Train Accuracy:  0.953, Validation Accuracy:  0.950, Loss:  0.019
Epoch  26 Batch   49/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.019
Epoch  26 Batch   50/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.023
Epoch  26 Batch   51/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.019
Epoch  26 Batch   52/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.019
Epoch  26 Batch   53/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.018
Epoch  26 Batch   54/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.018
Epoch  26 Batch   55/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.018
Epoch  26 Batch   56/269 - Train Accuracy:  0.943, Validation Accuracy:  0.949, Loss:  0.020
Epoch  26 Batch   57/269 - Train Accuracy:  0.966, Validation Accuracy:  0.948, Loss:  0.018
Epoch  26 Batch   58/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.018
Epoch  26 Batch   59/269 - Train Accuracy:  0.969, Validation Accuracy:  0.947, Loss:  0.015
Epoch  26 Batch   60/269 - Train Accuracy:  0.950, Validation Accuracy:  0.947, Loss:  0.022
Epoch  26 Batch   61/269 - Train Accuracy:  0.944, Validation Accuracy:  0.946, Loss:  0.019
Epoch  26 Batch   62/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.020
Epoch  26 Batch   63/269 - Train Accuracy:  0.950, Validation Accuracy:  0.944, Loss:  0.022
Epoch  26 Batch   64/269 - Train Accuracy:  0.964, Validation Accuracy:  0.944, Loss:  0.017
Epoch  26 Batch   65/269 - Train Accuracy:  0.961, Validation Accuracy:  0.944, Loss:  0.018
Epoch  26 Batch   66/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.022
Epoch  26 Batch   67/269 - Train Accuracy:  0.945, Validation Accuracy:  0.946, Loss:  0.023
Epoch  26 Batch   68/269 - Train Accuracy:  0.945, Validation Accuracy:  0.947, Loss:  0.022
Epoch  26 Batch   69/269 - Train Accuracy:  0.953, Validation Accuracy:  0.942, Loss:  0.022
Epoch  26 Batch   70/269 - Train Accuracy:  0.960, Validation Accuracy:  0.942, Loss:  0.020
Epoch  26 Batch   71/269 - Train Accuracy:  0.955, Validation Accuracy:  0.939, Loss:  0.021
Epoch  26 Batch   72/269 - Train Accuracy:  0.952, Validation Accuracy:  0.941, Loss:  0.020
Epoch  26 Batch   73/269 - Train Accuracy:  0.949, Validation Accuracy:  0.945, Loss:  0.019
Epoch  26 Batch   74/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.017
Epoch  26 Batch   75/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.022
Epoch  26 Batch   76/269 - Train Accuracy:  0.956, Validation Accuracy:  0.941, Loss:  0.018
Epoch  26 Batch   77/269 - Train Accuracy:  0.957, Validation Accuracy:  0.941, Loss:  0.018
Epoch  26 Batch   78/269 - Train Accuracy:  0.956, Validation Accuracy:  0.943, Loss:  0.019
Epoch  26 Batch   79/269 - Train Accuracy:  0.949, Validation Accuracy:  0.942, Loss:  0.020
Epoch  26 Batch   80/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.016
Epoch  26 Batch   81/269 - Train Accuracy:  0.953, Validation Accuracy:  0.943, Loss:  0.020
Epoch  26 Batch   82/269 - Train Accuracy:  0.959, Validation Accuracy:  0.939, Loss:  0.016
Epoch  26 Batch   83/269 - Train Accuracy:  0.953, Validation Accuracy:  0.939, Loss:  0.022
Epoch  26 Batch   84/269 - Train Accuracy:  0.955, Validation Accuracy:  0.940, Loss:  0.018
Epoch  26 Batch   85/269 - Train Accuracy:  0.950, Validation Accuracy:  0.938, Loss:  0.022
Epoch  26 Batch   86/269 - Train Accuracy:  0.960, Validation Accuracy:  0.935, Loss:  0.017
Epoch  26 Batch   87/269 - Train Accuracy:  0.966, Validation Accuracy:  0.937, Loss:  0.020
Epoch  26 Batch   88/269 - Train Accuracy:  0.943, Validation Accuracy:  0.936, Loss:  0.020
Epoch  26 Batch   89/269 - Train Accuracy:  0.960, Validation Accuracy:  0.938, Loss:  0.019
Epoch  26 Batch   90/269 - Train Accuracy:  0.952, Validation Accuracy:  0.937, Loss:  0.018
Epoch  26 Batch   91/269 - Train Accuracy:  0.960, Validation Accuracy:  0.938, Loss:  0.018
Epoch  26 Batch   92/269 - Train Accuracy:  0.952, Validation Accuracy:  0.942, Loss:  0.018
Epoch  26 Batch   93/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.016
Epoch  26 Batch   94/269 - Train Accuracy:  0.946, Validation Accuracy:  0.948, Loss:  0.024
Epoch  26 Batch   95/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.017
Epoch  26 Batch   96/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.022
Epoch  26 Batch   97/269 - Train Accuracy:  0.954, Validation Accuracy:  0.944, Loss:  0.019
Epoch  26 Batch   98/269 - Train Accuracy:  0.957, Validation Accuracy:  0.947, Loss:  0.021
Epoch  26 Batch   99/269 - Train Accuracy:  0.959, Validation Accuracy:  0.941, Loss:  0.018
Epoch  26 Batch  100/269 - Train Accuracy:  0.957, Validation Accuracy:  0.939, Loss:  0.020
Epoch  26 Batch  101/269 - Train Accuracy:  0.954, Validation Accuracy:  0.942, Loss:  0.024
Epoch  26 Batch  102/269 - Train Accuracy:  0.947, Validation Accuracy:  0.943, Loss:  0.018
Epoch  26 Batch  103/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.022
Epoch  26 Batch  104/269 - Train Accuracy:  0.959, Validation Accuracy:  0.945, Loss:  0.020
Epoch  26 Batch  105/269 - Train Accuracy:  0.954, Validation Accuracy:  0.947, Loss:  0.019
Epoch  26 Batch  106/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.017
Epoch  26 Batch  107/269 - Train Accuracy:  0.954, Validation Accuracy:  0.947, Loss:  0.020
Epoch  26 Batch  108/269 - Train Accuracy:  0.959, Validation Accuracy:  0.944, Loss:  0.019
Epoch  26 Batch  109/269 - Train Accuracy:  0.947, Validation Accuracy:  0.947, Loss:  0.021
Epoch  26 Batch  110/269 - Train Accuracy:  0.953, Validation Accuracy:  0.947, Loss:  0.017
Epoch  26 Batch  111/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.017
Epoch  26 Batch  112/269 - Train Accuracy:  0.943, Validation Accuracy:  0.947, Loss:  0.021
Epoch  26 Batch  113/269 - Train Accuracy:  0.959, Validation Accuracy:  0.942, Loss:  0.018
Epoch  26 Batch  114/269 - Train Accuracy:  0.950, Validation Accuracy:  0.940, Loss:  0.020
Epoch  26 Batch  115/269 - Train Accuracy:  0.957, Validation Accuracy:  0.939, Loss:  0.020
Epoch  26 Batch  116/269 - Train Accuracy:  0.957, Validation Accuracy:  0.943, Loss:  0.018
Epoch  26 Batch  117/269 - Train Accuracy:  0.962, Validation Accuracy:  0.944, Loss:  0.018
Epoch  26 Batch  118/269 - Train Accuracy:  0.959, Validation Accuracy:  0.945, Loss:  0.016
Epoch  26 Batch  119/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.022
Epoch  26 Batch  120/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.019
Epoch  26 Batch  121/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.016
Epoch  26 Batch  122/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.021
Epoch  26 Batch  123/269 - Train Accuracy:  0.946, Validation Accuracy:  0.948, Loss:  0.022
Epoch  26 Batch  124/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.016
Epoch  26 Batch  125/269 - Train Accuracy:  0.959, Validation Accuracy:  0.950, Loss:  0.017
Epoch  26 Batch  126/269 - Train Accuracy:  0.948, Validation Accuracy:  0.951, Loss:  0.020
Epoch  26 Batch  127/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.020
Epoch  26 Batch  128/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.023
Epoch  26 Batch  129/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.018
Epoch  26 Batch  130/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.023
Epoch  26 Batch  131/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.022
Epoch  26 Batch  132/269 - Train Accuracy:  0.944, Validation Accuracy:  0.954, Loss:  0.021
Epoch  26 Batch  133/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.018
Epoch  26 Batch  134/269 - Train Accuracy:  0.948, Validation Accuracy:  0.951, Loss:  0.023
Epoch  26 Batch  135/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.018
Epoch  26 Batch  136/269 - Train Accuracy:  0.951, Validation Accuracy:  0.950, Loss:  0.020
Epoch  26 Batch  137/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.020
Epoch  26 Batch  138/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.019
Epoch  26 Batch  139/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.016
Epoch  26 Batch  140/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.019
Epoch  26 Batch  141/269 - Train Accuracy:  0.955, Validation Accuracy:  0.944, Loss:  0.019
Epoch  26 Batch  142/269 - Train Accuracy:  0.952, Validation Accuracy:  0.943, Loss:  0.021
Epoch  26 Batch  143/269 - Train Accuracy:  0.951, Validation Accuracy:  0.949, Loss:  0.018
Epoch  26 Batch  144/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.016
Epoch  26 Batch  145/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.017
Epoch  26 Batch  146/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.017
Epoch  26 Batch  147/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.021
Epoch  26 Batch  148/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.020
Epoch  26 Batch  149/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.021
Epoch  26 Batch  150/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.023
Epoch  26 Batch  151/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.020
Epoch  26 Batch  152/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.018
Epoch  26 Batch  153/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.016
Epoch  26 Batch  154/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.020
Epoch  26 Batch  155/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.019
Epoch  26 Batch  156/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.018
Epoch  26 Batch  157/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.017
Epoch  26 Batch  158/269 - Train Accuracy:  0.951, Validation Accuracy:  0.950, Loss:  0.019
Epoch  26 Batch  159/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.019
Epoch  26 Batch  160/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.019
Epoch  26 Batch  161/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.016
Epoch  26 Batch  162/269 - Train Accuracy:  0.964, Validation Accuracy:  0.946, Loss:  0.017
Epoch  26 Batch  163/269 - Train Accuracy:  0.964, Validation Accuracy:  0.947, Loss:  0.017
Epoch  26 Batch  164/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.020
Epoch  26 Batch  165/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.017
Epoch  26 Batch  166/269 - Train Accuracy:  0.966, Validation Accuracy:  0.949, Loss:  0.017
Epoch  26 Batch  167/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.018
Epoch  26 Batch  168/269 - Train Accuracy:  0.959, Validation Accuracy:  0.943, Loss:  0.020
Epoch  26 Batch  169/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.017
Epoch  26 Batch  170/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.019
Epoch  26 Batch  171/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.019
Epoch  26 Batch  172/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.017
Epoch  26 Batch  173/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.019
Epoch  26 Batch  174/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.017
Epoch  26 Batch  175/269 - Train Accuracy:  0.945, Validation Accuracy:  0.949, Loss:  0.026
Epoch  26 Batch  176/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.019
Epoch  26 Batch  177/269 - Train Accuracy:  0.965, Validation Accuracy:  0.948, Loss:  0.014
Epoch  26 Batch  178/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.017
Epoch  26 Batch  179/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.019
Epoch  26 Batch  180/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.017
Epoch  26 Batch  181/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.019
Epoch  26 Batch  182/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.015
Epoch  26 Batch  183/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.015
Epoch  26 Batch  184/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.017
Epoch  26 Batch  185/269 - Train Accuracy:  0.969, Validation Accuracy:  0.947, Loss:  0.018
Epoch  26 Batch  186/269 - Train Accuracy:  0.959, Validation Accuracy:  0.942, Loss:  0.016
Epoch  26 Batch  187/269 - Train Accuracy:  0.958, Validation Accuracy:  0.938, Loss:  0.016
Epoch  26 Batch  188/269 - Train Accuracy:  0.962, Validation Accuracy:  0.937, Loss:  0.016
Epoch  26 Batch  189/269 - Train Accuracy:  0.967, Validation Accuracy:  0.936, Loss:  0.018
Epoch  26 Batch  190/269 - Train Accuracy:  0.946, Validation Accuracy:  0.942, Loss:  0.018
Epoch  26 Batch  191/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.016
Epoch  26 Batch  192/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.016
Epoch  26 Batch  193/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.017
Epoch  26 Batch  194/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.018
Epoch  26 Batch  195/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.018
Epoch  26 Batch  196/269 - Train Accuracy:  0.954, Validation Accuracy:  0.947, Loss:  0.018
Epoch  26 Batch  197/269 - Train Accuracy:  0.950, Validation Accuracy:  0.943, Loss:  0.017
Epoch  26 Batch  198/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.018
Epoch  26 Batch  199/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.017
Epoch  26 Batch  200/269 - Train Accuracy:  0.973, Validation Accuracy:  0.949, Loss:  0.015
Epoch  26 Batch  201/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.017
Epoch  26 Batch  202/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.017
Epoch  26 Batch  203/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.020
Epoch  26 Batch  204/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.016
Epoch  26 Batch  205/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.015
Epoch  26 Batch  206/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.020
Epoch  26 Batch  207/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.017
Epoch  26 Batch  208/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.019
Epoch  26 Batch  209/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.017
Epoch  26 Batch  210/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.016
Epoch  26 Batch  211/269 - Train Accuracy:  0.969, Validation Accuracy:  0.948, Loss:  0.020
Epoch  26 Batch  212/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.021
Epoch  26 Batch  213/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.018
Epoch  26 Batch  214/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.019
Epoch  26 Batch  215/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.019
Epoch  26 Batch  216/269 - Train Accuracy:  0.942, Validation Accuracy:  0.950, Loss:  0.024
Epoch  26 Batch  217/269 - Train Accuracy:  0.946, Validation Accuracy:  0.949, Loss:  0.020
Epoch  26 Batch  218/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.017
Epoch  26 Batch  219/269 - Train Accuracy:  0.959, Validation Accuracy:  0.945, Loss:  0.019
Epoch  26 Batch  220/269 - Train Accuracy:  0.953, Validation Accuracy:  0.947, Loss:  0.017
Epoch  26 Batch  221/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.017
Epoch  26 Batch  222/269 - Train Accuracy:  0.966, Validation Accuracy:  0.951, Loss:  0.015
Epoch  26 Batch  223/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.016
Epoch  26 Batch  224/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.023
Epoch  26 Batch  225/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.019
Epoch  26 Batch  226/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.019
Epoch  26 Batch  227/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.020
Epoch  26 Batch  228/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.017
Epoch  26 Batch  229/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.015
Epoch  26 Batch  230/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.017
Epoch  26 Batch  231/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.019
Epoch  26 Batch  232/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.020
Epoch  26 Batch  233/269 - Train Accuracy:  0.968, Validation Accuracy:  0.946, Loss:  0.017
Epoch  26 Batch  234/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.015
Epoch  26 Batch  235/269 - Train Accuracy:  0.963, Validation Accuracy:  0.946, Loss:  0.014
Epoch  26 Batch  236/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.017
Epoch  26 Batch  237/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.015
Epoch  26 Batch  238/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.017
Epoch  26 Batch  239/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.018
Epoch  26 Batch  240/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.018
Epoch  26 Batch  241/269 - Train Accuracy:  0.942, Validation Accuracy:  0.951, Loss:  0.022
Epoch  26 Batch  242/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.019
Epoch  26 Batch  243/269 - Train Accuracy:  0.970, Validation Accuracy:  0.944, Loss:  0.013
Epoch  26 Batch  244/269 - Train Accuracy:  0.945, Validation Accuracy:  0.945, Loss:  0.019
Epoch  26 Batch  245/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.016
Epoch  26 Batch  246/269 - Train Accuracy:  0.945, Validation Accuracy:  0.944, Loss:  0.018
Epoch  26 Batch  247/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.018
Epoch  26 Batch  248/269 - Train Accuracy:  0.968, Validation Accuracy:  0.945, Loss:  0.017
Epoch  26 Batch  249/269 - Train Accuracy:  0.960, Validation Accuracy:  0.942, Loss:  0.017
Epoch  26 Batch  250/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.019
Epoch  26 Batch  251/269 - Train Accuracy:  0.964, Validation Accuracy:  0.944, Loss:  0.016
Epoch  26 Batch  252/269 - Train Accuracy:  0.953, Validation Accuracy:  0.940, Loss:  0.015
Epoch  26 Batch  253/269 - Train Accuracy:  0.955, Validation Accuracy:  0.940, Loss:  0.017
Epoch  26 Batch  254/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.019
Epoch  26 Batch  255/269 - Train Accuracy:  0.957, Validation Accuracy:  0.944, Loss:  0.017
Epoch  26 Batch  256/269 - Train Accuracy:  0.950, Validation Accuracy:  0.944, Loss:  0.016
Epoch  26 Batch  257/269 - Train Accuracy:  0.951, Validation Accuracy:  0.944, Loss:  0.020
Epoch  26 Batch  258/269 - Train Accuracy:  0.962, Validation Accuracy:  0.939, Loss:  0.019
Epoch  26 Batch  259/269 - Train Accuracy:  0.963, Validation Accuracy:  0.933, Loss:  0.019
Epoch  26 Batch  260/269 - Train Accuracy:  0.954, Validation Accuracy:  0.933, Loss:  0.022
Epoch  26 Batch  261/269 - Train Accuracy:  0.958, Validation Accuracy:  0.937, Loss:  0.018
Epoch  26 Batch  262/269 - Train Accuracy:  0.954, Validation Accuracy:  0.948, Loss:  0.020
Epoch  26 Batch  263/269 - Train Accuracy:  0.963, Validation Accuracy:  0.949, Loss:  0.021
Epoch  26 Batch  264/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.019
Epoch  26 Batch  265/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.017
Epoch  26 Batch  266/269 - Train Accuracy:  0.958, Validation Accuracy:  0.946, Loss:  0.017
Epoch  26 Batch  267/269 - Train Accuracy:  0.959, Validation Accuracy:  0.947, Loss:  0.017
Epoch  27 Batch    0/269 - Train Accuracy:  0.958, Validation Accuracy:  0.946, Loss:  0.021
Epoch  27 Batch    1/269 - Train Accuracy:  0.956, Validation Accuracy:  0.944, Loss:  0.020
Epoch  27 Batch    2/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.018
Epoch  27 Batch    3/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.017
Epoch  27 Batch    4/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.020
Epoch  27 Batch    5/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.016
Epoch  27 Batch    6/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.018
Epoch  27 Batch    7/269 - Train Accuracy:  0.957, Validation Accuracy:  0.945, Loss:  0.018
Epoch  27 Batch    8/269 - Train Accuracy:  0.963, Validation Accuracy:  0.942, Loss:  0.019
Epoch  27 Batch    9/269 - Train Accuracy:  0.949, Validation Accuracy:  0.945, Loss:  0.020
Epoch  27 Batch   10/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.016
Epoch  27 Batch   11/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.021
Epoch  27 Batch   12/269 - Train Accuracy:  0.949, Validation Accuracy:  0.949, Loss:  0.022
Epoch  27 Batch   13/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.020
Epoch  27 Batch   14/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.019
Epoch  27 Batch   15/269 - Train Accuracy:  0.965, Validation Accuracy:  0.946, Loss:  0.016
Epoch  27 Batch   16/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.020
Epoch  27 Batch   17/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.017
Epoch  27 Batch   18/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.021
Epoch  27 Batch   19/269 - Train Accuracy:  0.967, Validation Accuracy:  0.948, Loss:  0.017
Epoch  27 Batch   20/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.016
Epoch  27 Batch   21/269 - Train Accuracy:  0.945, Validation Accuracy:  0.944, Loss:  0.021
Epoch  27 Batch   22/269 - Train Accuracy:  0.966, Validation Accuracy:  0.947, Loss:  0.017
Epoch  27 Batch   23/269 - Train Accuracy:  0.958, Validation Accuracy:  0.944, Loss:  0.021
Epoch  27 Batch   24/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.018
Epoch  27 Batch   25/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.021
Epoch  27 Batch   26/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.018
Epoch  27 Batch   27/269 - Train Accuracy:  0.953, Validation Accuracy:  0.949, Loss:  0.020
Epoch  27 Batch   28/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch   29/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.022
Epoch  27 Batch   30/269 - Train Accuracy:  0.949, Validation Accuracy:  0.945, Loss:  0.021
Epoch  27 Batch   31/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.018
Epoch  27 Batch   32/269 - Train Accuracy:  0.963, Validation Accuracy:  0.945, Loss:  0.014
Epoch  27 Batch   33/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.017
Epoch  27 Batch   34/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.019
Epoch  27 Batch   35/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.027
Epoch  27 Batch   36/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.020
Epoch  27 Batch   37/269 - Train Accuracy:  0.961, Validation Accuracy:  0.945, Loss:  0.021
Epoch  27 Batch   38/269 - Train Accuracy:  0.946, Validation Accuracy:  0.946, Loss:  0.018
Epoch  27 Batch   39/269 - Train Accuracy:  0.964, Validation Accuracy:  0.946, Loss:  0.015
Epoch  27 Batch   40/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.022
Epoch  27 Batch   41/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.016
Epoch  27 Batch   42/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.016
Epoch  27 Batch   43/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.020
Epoch  27 Batch   44/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.019
Epoch  27 Batch   45/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.017
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<<<<<<< HEAD
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>>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0
Epoch  27 Batch   46/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.013
Epoch  27 Batch   47/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.015
Epoch  27 Batch   48/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.017
Epoch  27 Batch   49/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.023
Epoch  27 Batch   50/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.024
Epoch  27 Batch   51/269 - Train Accuracy:  0.959, Validation Accuracy:  0.950, Loss:  0.020
Epoch  27 Batch   52/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.016
Epoch  27 Batch   53/269 - Train Accuracy:  0.961, Validation Accuracy:  0.945, Loss:  0.019
Epoch  27 Batch   54/269 - Train Accuracy:  0.966, Validation Accuracy:  0.943, Loss:  0.021
Epoch  27 Batch   55/269 - Train Accuracy:  0.951, Validation Accuracy:  0.944, Loss:  0.019
Epoch  27 Batch   56/269 - Train Accuracy:  0.943, Validation Accuracy:  0.948, Loss:  0.026
Epoch  27 Batch   57/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.024
Epoch  27 Batch   58/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.021
Epoch  27 Batch   59/269 - Train Accuracy:  0.964, Validation Accuracy:  0.949, Loss:  0.015
Epoch  27 Batch   60/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.026
Epoch  27 Batch   61/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch   62/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.021
Epoch  27 Batch   63/269 - Train Accuracy:  0.950, Validation Accuracy:  0.947, Loss:  0.023
Epoch  27 Batch   64/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.020
Epoch  27 Batch   65/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.019
Epoch  27 Batch   66/269 - Train Accuracy:  0.953, Validation Accuracy:  0.941, Loss:  0.023
Epoch  27 Batch   67/269 - Train Accuracy:  0.952, Validation Accuracy:  0.939, Loss:  0.024
Epoch  27 Batch   68/269 - Train Accuracy:  0.943, Validation Accuracy:  0.945, Loss:  0.022
Epoch  27 Batch   69/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.024
Epoch  27 Batch   70/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.020
Epoch  27 Batch   71/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.021
Epoch  27 Batch   72/269 - Train Accuracy:  0.945, Validation Accuracy:  0.943, Loss:  0.024
Epoch  27 Batch   73/269 - Train Accuracy:  0.948, Validation Accuracy:  0.952, Loss:  0.025
Epoch  27 Batch   74/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.021
Epoch  27 Batch   75/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.019
Epoch  27 Batch   76/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.019
Epoch  27 Batch   77/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.022
Epoch  27 Batch   78/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.018
Epoch  27 Batch   79/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.023
Epoch  27 Batch   80/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.020
Epoch  27 Batch   81/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.024
Epoch  27 Batch   82/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.015
Epoch  27 Batch   83/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.026
Epoch  27 Batch   84/269 - Train Accuracy:  0.963, Validation Accuracy:  0.945, Loss:  0.021
Epoch  27 Batch   85/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.019
Epoch  27 Batch   86/269 - Train Accuracy:  0.962, Validation Accuracy:  0.943, Loss:  0.016
Epoch  27 Batch   87/269 - Train Accuracy:  0.957, Validation Accuracy:  0.940, Loss:  0.020
Epoch  27 Batch   88/269 - Train Accuracy:  0.952, Validation Accuracy:  0.938, Loss:  0.019
Epoch  27 Batch   89/269 - Train Accuracy:  0.963, Validation Accuracy:  0.947, Loss:  0.020
Epoch  27 Batch   90/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.018
Epoch  27 Batch   91/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.019
Epoch  27 Batch   92/269 - Train Accuracy:  0.954, Validation Accuracy:  0.941, Loss:  0.019
Epoch  27 Batch   93/269 - Train Accuracy:  0.955, Validation Accuracy:  0.943, Loss:  0.018
Epoch  27 Batch   94/269 - Train Accuracy:  0.955, Validation Accuracy:  0.942, Loss:  0.024
Epoch  27 Batch   95/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.017
Epoch  27 Batch   96/269 - Train Accuracy:  0.948, Validation Accuracy:  0.943, Loss:  0.023
Epoch  27 Batch   97/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.019
Epoch  27 Batch   98/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.023
Epoch  27 Batch   99/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.018
Epoch  27 Batch  100/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.021
Epoch  27 Batch  101/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.025
Epoch  27 Batch  102/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.022
Epoch  27 Batch  103/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.019
Epoch  27 Batch  104/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.020
Epoch  27 Batch  105/269 - Train Accuracy:  0.952, Validation Accuracy:  0.944, Loss:  0.021
Epoch  27 Batch  106/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.016
Epoch  27 Batch  107/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.018
Epoch  27 Batch  108/269 - Train Accuracy:  0.958, Validation Accuracy:  0.946, Loss:  0.018
Epoch  27 Batch  109/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.019
Epoch  27 Batch  110/269 - Train Accuracy:  0.953, Validation Accuracy:  0.944, Loss:  0.017
Epoch  27 Batch  111/269 - Train Accuracy:  0.962, Validation Accuracy:  0.944, Loss:  0.017
Epoch  27 Batch  112/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.018
Epoch  27 Batch  113/269 - Train Accuracy:  0.954, Validation Accuracy:  0.947, Loss:  0.019
Epoch  27 Batch  114/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.021
Epoch  27 Batch  115/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.020
Epoch  27 Batch  116/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.016
Epoch  27 Batch  117/269 - Train Accuracy:  0.956, Validation Accuracy:  0.945, Loss:  0.017
Epoch  27 Batch  118/269 - Train Accuracy:  0.962, Validation Accuracy:  0.946, Loss:  0.016
Epoch  27 Batch  119/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.022
Epoch  27 Batch  120/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.019
Epoch  27 Batch  121/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.016
Epoch  27 Batch  122/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.021
Epoch  27 Batch  123/269 - Train Accuracy:  0.947, Validation Accuracy:  0.950, Loss:  0.020
Epoch  27 Batch  124/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.016
Epoch  27 Batch  125/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.018
Epoch  27 Batch  126/269 - Train Accuracy:  0.946, Validation Accuracy:  0.949, Loss:  0.020
Epoch  27 Batch  127/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.020
Epoch  27 Batch  128/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.020
Epoch  27 Batch  129/269 - Train Accuracy:  0.949, Validation Accuracy:  0.955, Loss:  0.020
Epoch  27 Batch  130/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.020
Epoch  27 Batch  131/269 - Train Accuracy:  0.950, Validation Accuracy:  0.953, Loss:  0.025
Epoch  27 Batch  132/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.021
Epoch  27 Batch  133/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.018
Epoch  27 Batch  134/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.019
Epoch  27 Batch  135/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.017
Epoch  27 Batch  136/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.020
Epoch  27 Batch  137/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.021
Epoch  27 Batch  138/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.017
Epoch  27 Batch  139/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.015
Epoch  27 Batch  140/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.020
Epoch  27 Batch  141/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.021
Epoch  27 Batch  142/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.020
Epoch  27 Batch  143/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.017
Epoch  27 Batch  144/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.015
Epoch  27 Batch  145/269 - Train Accuracy:  0.967, Validation Accuracy:  0.951, Loss:  0.014
Epoch  27 Batch  146/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.017
Epoch  27 Batch  147/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.019
Epoch  27 Batch  148/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch  149/269 - Train Accuracy:  0.955, Validation Accuracy:  0.946, Loss:  0.020
Epoch  27 Batch  150/269 - Train Accuracy:  0.960, Validation Accuracy:  0.941, Loss:  0.021
Epoch  27 Batch  151/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch  152/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.016
Epoch  27 Batch  153/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.016
Epoch  27 Batch  154/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.017
Epoch  27 Batch  155/269 - Train Accuracy:  0.949, Validation Accuracy:  0.949, Loss:  0.018
Epoch  27 Batch  156/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.017
Epoch  27 Batch  157/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.015
Epoch  27 Batch  158/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.018
Epoch  27 Batch  159/269 - Train Accuracy:  0.954, Validation Accuracy:  0.947, Loss:  0.016
Epoch  27 Batch  160/269 - Train Accuracy:  0.957, Validation Accuracy:  0.943, Loss:  0.017
Epoch  27 Batch  161/269 - Train Accuracy:  0.961, Validation Accuracy:  0.944, Loss:  0.017
Epoch  27 Batch  162/269 - Train Accuracy:  0.966, Validation Accuracy:  0.945, Loss:  0.017
Epoch  27 Batch  163/269 - Train Accuracy:  0.965, Validation Accuracy:  0.947, Loss:  0.016
Epoch  27 Batch  164/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.018
Epoch  27 Batch  165/269 - Train Accuracy:  0.965, Validation Accuracy:  0.945, Loss:  0.017
Epoch  27 Batch  166/269 - Train Accuracy:  0.962, Validation Accuracy:  0.944, Loss:  0.019
Epoch  27 Batch  167/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch  168/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.019
Epoch  27 Batch  169/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.015
Epoch  27 Batch  170/269 - Train Accuracy:  0.957, Validation Accuracy:  0.945, Loss:  0.021
Epoch  27 Batch  171/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.019
Epoch  27 Batch  172/269 - Train Accuracy:  0.968, Validation Accuracy:  0.944, Loss:  0.017
Epoch  27 Batch  173/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.017
Epoch  27 Batch  174/269 - Train Accuracy:  0.959, Validation Accuracy:  0.946, Loss:  0.019
Epoch  27 Batch  175/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.026
Epoch  27 Batch  176/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch  177/269 - Train Accuracy:  0.965, Validation Accuracy:  0.945, Loss:  0.015
Epoch  27 Batch  178/269 - Train Accuracy:  0.962, Validation Accuracy:  0.945, Loss:  0.017
Epoch  27 Batch  179/269 - Train Accuracy:  0.955, Validation Accuracy:  0.944, Loss:  0.017
Epoch  27 Batch  180/269 - Train Accuracy:  0.962, Validation Accuracy:  0.940, Loss:  0.018
Epoch  27 Batch  181/269 - Train Accuracy:  0.959, Validation Accuracy:  0.941, Loss:  0.022
Epoch  27 Batch  182/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.017
Epoch  27 Batch  183/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.017
Epoch  27 Batch  184/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.019
Epoch  27 Batch  185/269 - Train Accuracy:  0.969, Validation Accuracy:  0.945, Loss:  0.015
Epoch  27 Batch  186/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.017
Epoch  27 Batch  187/269 - Train Accuracy:  0.959, Validation Accuracy:  0.944, Loss:  0.017
Epoch  27 Batch  188/269 - Train Accuracy:  0.966, Validation Accuracy:  0.945, Loss:  0.017
Epoch  27 Batch  189/269 - Train Accuracy:  0.963, Validation Accuracy:  0.949, Loss:  0.018
Epoch  27 Batch  190/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch  191/269 - Train Accuracy:  0.963, Validation Accuracy:  0.947, Loss:  0.018
Epoch  27 Batch  192/269 - Train Accuracy:  0.969, Validation Accuracy:  0.949, Loss:  0.015
Epoch  27 Batch  193/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.016
Epoch  27 Batch  194/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.020
Epoch  27 Batch  195/269 - Train Accuracy:  0.959, Validation Accuracy:  0.950, Loss:  0.017
Epoch  27 Batch  196/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.018
Epoch  27 Batch  197/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.016
Epoch  27 Batch  198/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.017
Epoch  27 Batch  199/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.017
Epoch  27 Batch  200/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.015
Epoch  27 Batch  201/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.019
Epoch  27 Batch  202/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.019
Epoch  27 Batch  203/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.022
Epoch  27 Batch  204/269 - Train Accuracy:  0.967, Validation Accuracy:  0.948, Loss:  0.020
Epoch  27 Batch  205/269 - Train Accuracy:  0.963, Validation Accuracy:  0.947, Loss:  0.016
Epoch  27 Batch  206/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.022
Epoch  27 Batch  207/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.019
Epoch  27 Batch  208/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch  209/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.017
Epoch  27 Batch  210/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.018
Epoch  27 Batch  211/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.018
Epoch  27 Batch  212/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.022
Epoch  27 Batch  213/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.018
Epoch  27 Batch  214/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.020
Epoch  27 Batch  215/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.019
Epoch  27 Batch  216/269 - Train Accuracy:  0.948, Validation Accuracy:  0.953, Loss:  0.026
Epoch  27 Batch  217/269 - Train Accuracy:  0.946, Validation Accuracy:  0.954, Loss:  0.021
Epoch  27 Batch  218/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.015
Epoch  27 Batch  219/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.019
Epoch  27 Batch  220/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.021
Epoch  27 Batch  221/269 - Train Accuracy:  0.950, Validation Accuracy:  0.949, Loss:  0.019
Epoch  27 Batch  222/269 - Train Accuracy:  0.964, Validation Accuracy:  0.947, Loss:  0.014
Epoch  27 Batch  223/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.015
Epoch  27 Batch  224/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.022
Epoch  27 Batch  225/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.018
Epoch  27 Batch  226/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.020
Epoch  27 Batch  227/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.021
Epoch  27 Batch  228/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.017
Epoch  27 Batch  229/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.016
Epoch  27 Batch  230/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.017
Epoch  27 Batch  231/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.020
Epoch  27 Batch  232/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.018
Epoch  27 Batch  233/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.017
Epoch  27 Batch  234/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.018
Epoch  27 Batch  235/269 - Train Accuracy:  0.969, Validation Accuracy:  0.948, Loss:  0.013
Epoch  27 Batch  236/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.019
Epoch  27 Batch  237/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.017
Epoch  27 Batch  238/269 - Train Accuracy:  0.963, Validation Accuracy:  0.946, Loss:  0.016
Epoch  27 Batch  239/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.018
Epoch  27 Batch  240/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.018
Epoch  27 Batch  241/269 - Train Accuracy:  0.941, Validation Accuracy:  0.947, Loss:  0.024
Epoch  27 Batch  242/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.018
Epoch  27 Batch  243/269 - Train Accuracy:  0.969, Validation Accuracy:  0.949, Loss:  0.014
Epoch  27 Batch  244/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.018
Epoch  27 Batch  245/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.017
Epoch  27 Batch  246/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.022
Epoch  27 Batch  247/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.024
Epoch  27 Batch  248/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.015
Epoch  27 Batch  249/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.018
Epoch  27 Batch  250/269 - Train Accuracy:  0.957, Validation Accuracy:  0.947, Loss:  0.020
Epoch  27 Batch  251/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.020
Epoch  27 Batch  252/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.016
Epoch  27 Batch  253/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.017
Epoch  27 Batch  254/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.016
Epoch  27 Batch  255/269 - Train Accuracy:  0.963, Validation Accuracy:  0.946, Loss:  0.017
Epoch  27 Batch  256/269 - Train Accuracy:  0.951, Validation Accuracy:  0.946, Loss:  0.018
Epoch  27 Batch  257/269 - Train Accuracy:  0.952, Validation Accuracy:  0.945, Loss:  0.019
Epoch  27 Batch  258/269 - Train Accuracy:  0.965, Validation Accuracy:  0.944, Loss:  0.016
Epoch  27 Batch  259/269 - Train Accuracy:  0.965, Validation Accuracy:  0.940, Loss:  0.018
Epoch  27 Batch  260/269 - Train Accuracy:  0.956, Validation Accuracy:  0.943, Loss:  0.022
Epoch  27 Batch  261/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.018
Epoch  27 Batch  262/269 - Train Accuracy:  0.954, Validation Accuracy:  0.945, Loss:  0.020
Epoch  27 Batch  263/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.018
Epoch  27 Batch  264/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.020
Epoch  27 Batch  265/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.019
Epoch  27 Batch  266/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.014
Epoch  27 Batch  267/269 - Train Accuracy:  0.965, Validation Accuracy:  0.948, Loss:  0.018
Epoch  28 Batch    0/269 - Train Accuracy:  0.966, Validation Accuracy:  0.947, Loss:  0.018
Epoch  28 Batch    1/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.017
Epoch  28 Batch    2/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.022
Epoch  28 Batch    3/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.018
Epoch  28 Batch    4/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.021
Epoch  28 Batch    5/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.018
Epoch  28 Batch    6/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.016
Epoch  28 Batch    7/269 - Train Accuracy:  0.959, Validation Accuracy:  0.946, Loss:  0.017
Epoch  28 Batch    8/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.018
Epoch  28 Batch    9/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.020
Epoch  28 Batch   10/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.017
Epoch  28 Batch   11/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.020
Epoch  28 Batch   12/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.021
Epoch  28 Batch   13/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.016
Epoch  28 Batch   14/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.017
Epoch  28 Batch   15/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.013
Epoch  28 Batch   16/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.020
Epoch  28 Batch   17/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  28 Batch   18/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.018
Epoch  28 Batch   19/269 - Train Accuracy:  0.969, Validation Accuracy:  0.949, Loss:  0.015
Epoch  28 Batch   20/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.018
Epoch  28 Batch   21/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.021
Epoch  28 Batch   22/269 - Train Accuracy:  0.967, Validation Accuracy:  0.946, Loss:  0.016
Epoch  28 Batch   23/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.022
Epoch  28 Batch   24/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.019
Epoch  28 Batch   25/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.019
Epoch  28 Batch   26/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.020
Epoch  28 Batch   27/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.017
Epoch  28 Batch   28/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.020
Epoch  28 Batch   29/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.016
Epoch  28 Batch   30/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.019
Epoch  28 Batch   31/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.019
Epoch  28 Batch   32/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.012
Epoch  28 Batch   33/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.016
Epoch  28 Batch   34/269 - Train Accuracy:  0.959, Validation Accuracy:  0.950, Loss:  0.017
Epoch  28 Batch   35/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.027
Epoch  28 Batch   36/269 - Train Accuracy:  0.950, Validation Accuracy:  0.949, Loss:  0.018
Epoch  28 Batch   37/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.019
Epoch  28 Batch   38/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.021
Epoch  28 Batch   39/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.015
Epoch  28 Batch   40/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.020
Epoch  28 Batch   41/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.017
Epoch  28 Batch   42/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.018
Epoch  28 Batch   43/269 - Train Accuracy:  0.949, Validation Accuracy:  0.947, Loss:  0.021
Epoch  28 Batch   44/269 - Train Accuracy:  0.962, Validation Accuracy:  0.942, Loss:  0.024
Epoch  28 Batch   45/269 - Train Accuracy:  0.950, Validation Accuracy:  0.941, Loss:  0.020
Epoch  28 Batch   46/269 - Train Accuracy:  0.964, Validation Accuracy:  0.945, Loss:  0.016
Epoch  28 Batch   47/269 - Train Accuracy:  0.970, Validation Accuracy:  0.946, Loss:  0.014
Epoch  28 Batch   48/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.020
Epoch  28 Batch   49/269 - Train Accuracy:  0.957, Validation Accuracy:  0.944, Loss:  0.025
Epoch  28 Batch   50/269 - Train Accuracy:  0.948, Validation Accuracy:  0.948, Loss:  0.025
Epoch  28 Batch   51/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.023
Epoch  28 Batch   52/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.019
Epoch  28 Batch   53/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.026
Epoch  28 Batch   54/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.025
Epoch  28 Batch   55/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.022
Epoch  28 Batch   56/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.021
Epoch  28 Batch   57/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.022
Epoch  28 Batch   58/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.019
Epoch  28 Batch   59/269 - Train Accuracy:  0.968, Validation Accuracy:  0.948, Loss:  0.017
Epoch  28 Batch   60/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.022
Epoch  28 Batch   61/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.022
Epoch  28 Batch   62/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.023
Epoch  28 Batch   63/269 - Train Accuracy:  0.959, Validation Accuracy:  0.946, Loss:  0.022
Epoch  28 Batch   64/269 - Train Accuracy:  0.964, Validation Accuracy:  0.949, Loss:  0.017
Epoch  28 Batch   65/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.019
Epoch  28 Batch   66/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.021
Epoch  28 Batch   67/269 - Train Accuracy:  0.948, Validation Accuracy:  0.938, Loss:  0.023
Epoch  28 Batch   68/269 - Train Accuracy:  0.951, Validation Accuracy:  0.944, Loss:  0.022
Epoch  28 Batch   69/269 - Train Accuracy:  0.950, Validation Accuracy:  0.945, Loss:  0.024
Epoch  28 Batch   70/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.021
Epoch  28 Batch   71/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.022
Epoch  28 Batch   72/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.022
Epoch  28 Batch   73/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.023
Epoch  28 Batch   74/269 - Train Accuracy:  0.964, Validation Accuracy:  0.945, Loss:  0.019
Epoch  28 Batch   75/269 - Train Accuracy:  0.949, Validation Accuracy:  0.943, Loss:  0.025
Epoch  28 Batch   76/269 - Train Accuracy:  0.953, Validation Accuracy:  0.943, Loss:  0.021
Epoch  28 Batch   77/269 - Train Accuracy:  0.961, Validation Accuracy:  0.939, Loss:  0.019
Epoch  28 Batch   78/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.023
Epoch  28 Batch   79/269 - Train Accuracy:  0.955, Validation Accuracy:  0.944, Loss:  0.021
Epoch  28 Batch   80/269 - Train Accuracy:  0.962, Validation Accuracy:  0.946, Loss:  0.017
Epoch  28 Batch   81/269 - Train Accuracy:  0.954, Validation Accuracy:  0.945, Loss:  0.022
Epoch  28 Batch   82/269 - Train Accuracy:  0.965, Validation Accuracy:  0.945, Loss:  0.016
Epoch  28 Batch   83/269 - Train Accuracy:  0.952, Validation Accuracy:  0.941, Loss:  0.022
Epoch  28 Batch   84/269 - Train Accuracy:  0.955, Validation Accuracy:  0.946, Loss:  0.022
Epoch  28 Batch   85/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.023
Epoch  28 Batch   86/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.016
Epoch  28 Batch   87/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.021
Epoch  28 Batch   88/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.019
Epoch  28 Batch   89/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.020
Epoch  28 Batch   90/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.023
Epoch  28 Batch   91/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.019
Epoch  28 Batch   92/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.020
Epoch  28 Batch   93/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.018
Epoch  28 Batch   94/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.030
Epoch  28 Batch   95/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.018
Epoch  28 Batch   96/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.021
Epoch  28 Batch   97/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.023
Epoch  28 Batch   98/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.026
Epoch  28 Batch   99/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.020
Epoch  28 Batch  100/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.022
Epoch  28 Batch  101/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.025
Epoch  28 Batch  102/269 - Train Accuracy:  0.941, Validation Accuracy:  0.948, Loss:  0.021
Epoch  28 Batch  103/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.022
Epoch  28 Batch  104/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.019
Epoch  28 Batch  105/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.021
Epoch  28 Batch  106/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.019
Epoch  28 Batch  107/269 - Train Accuracy:  0.959, Validation Accuracy:  0.946, Loss:  0.018
Epoch  28 Batch  108/269 - Train Accuracy:  0.965, Validation Accuracy:  0.944, Loss:  0.019
Epoch  28 Batch  109/269 - Train Accuracy:  0.947, Validation Accuracy:  0.946, Loss:  0.025
Epoch  28 Batch  110/269 - Train Accuracy:  0.953, Validation Accuracy:  0.944, Loss:  0.020
Epoch  28 Batch  111/269 - Train Accuracy:  0.956, Validation Accuracy:  0.943, Loss:  0.021
Epoch  28 Batch  112/269 - Train Accuracy:  0.952, Validation Accuracy:  0.943, Loss:  0.022
Epoch  28 Batch  113/269 - Train Accuracy:  0.958, Validation Accuracy:  0.941, Loss:  0.021
Epoch  28 Batch  114/269 - Train Accuracy:  0.952, Validation Accuracy:  0.942, Loss:  0.021
Epoch  28 Batch  115/269 - Train Accuracy:  0.954, Validation Accuracy:  0.941, Loss:  0.021
Epoch  28 Batch  116/269 - Train Accuracy:  0.961, Validation Accuracy:  0.941, Loss:  0.018
Epoch  28 Batch  117/269 - Train Accuracy:  0.961, Validation Accuracy:  0.946, Loss:  0.018
Epoch  28 Batch  118/269 - Train Accuracy:  0.963, Validation Accuracy:  0.949, Loss:  0.016
Epoch  28 Batch  119/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.021
Epoch  28 Batch  120/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.019
Epoch  28 Batch  121/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.016
Epoch  28 Batch  122/269 - Train Accuracy:  0.948, Validation Accuracy:  0.952, Loss:  0.022
Epoch  28 Batch  123/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.022
Epoch  28 Batch  124/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.017
Epoch  28 Batch  125/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.016
Epoch  28 Batch  126/269 - Train Accuracy:  0.948, Validation Accuracy:  0.955, Loss:  0.019
Epoch  28 Batch  127/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.021
Epoch  28 Batch  128/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.018
Epoch  28 Batch  129/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.019
Epoch  28 Batch  130/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.023
Epoch  28 Batch  131/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.022
Epoch  28 Batch  132/269 - Train Accuracy:  0.948, Validation Accuracy:  0.955, Loss:  0.022
Epoch  28 Batch  133/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.020
Epoch  28 Batch  134/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.021
Epoch  28 Batch  135/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.017
Epoch  28 Batch  136/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.024
Epoch  28 Batch  137/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.021
Epoch  28 Batch  138/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.017
Epoch  28 Batch  139/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.016
Epoch  28 Batch  140/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.022
Epoch  28 Batch  141/269 - Train Accuracy:  0.952, Validation Accuracy:  0.960, Loss:  0.026
Epoch  28 Batch  142/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.019
Epoch  28 Batch  143/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.018
Epoch  28 Batch  144/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.018
Epoch  28 Batch  145/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.018
Epoch  28 Batch  146/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.016
Epoch  28 Batch  147/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.021
Epoch  28 Batch  148/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.018
Epoch  28 Batch  149/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.021
Epoch  28 Batch  150/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.021
Epoch  28 Batch  151/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.021
Epoch  28 Batch  152/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.019
Epoch  28 Batch  153/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.016
Epoch  28 Batch  154/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.017
Epoch  28 Batch  155/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.018
Epoch  28 Batch  156/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.022
Epoch  28 Batch  157/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.020
Epoch  28 Batch  158/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.019
Epoch  28 Batch  159/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.017
Epoch  28 Batch  160/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.020
Epoch  28 Batch  161/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.019
Epoch  28 Batch  162/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.020
Epoch  28 Batch  163/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.019
Epoch  28 Batch  164/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.021
Epoch  28 Batch  165/269 - Train Accuracy:  0.966, Validation Accuracy:  0.948, Loss:  0.017
Epoch  28 Batch  166/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.019
Epoch  28 Batch  167/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.019
Epoch  28 Batch  168/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.019
Epoch  28 Batch  169/269 - Train Accuracy:  0.946, Validation Accuracy:  0.950, Loss:  0.018
Epoch  28 Batch  170/269 - Train Accuracy:  0.953, Validation Accuracy:  0.949, Loss:  0.021
Epoch  28 Batch  171/269 - Train Accuracy:  0.958, Validation Accuracy:  0.946, Loss:  0.019
Epoch  28 Batch  172/269 - Train Accuracy:  0.966, Validation Accuracy:  0.947, Loss:  0.020
Epoch  28 Batch  173/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.018
Epoch  28 Batch  174/269 - Train Accuracy:  0.961, Validation Accuracy:  0.946, Loss:  0.019
Epoch  28 Batch  175/269 - Train Accuracy:  0.949, Validation Accuracy:  0.947, Loss:  0.027
Epoch  28 Batch  176/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.021
Epoch  28 Batch  177/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.015
Epoch  28 Batch  178/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.020
Epoch  28 Batch  179/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.019
Epoch  28 Batch  180/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.023
Epoch  28 Batch  181/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.020
Epoch  28 Batch  182/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.020
Epoch  28 Batch  183/269 - Train Accuracy:  0.965, Validation Accuracy:  0.947, Loss:  0.014
Epoch  28 Batch  184/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.021
Epoch  28 Batch  185/269 - Train Accuracy:  0.967, Validation Accuracy:  0.945, Loss:  0.020
Epoch  28 Batch  186/269 - Train Accuracy:  0.959, Validation Accuracy:  0.946, Loss:  0.017
Epoch  28 Batch  187/269 - Train Accuracy:  0.959, Validation Accuracy:  0.943, Loss:  0.023
Epoch  28 Batch  188/269 - Train Accuracy:  0.966, Validation Accuracy:  0.943, Loss:  0.017
Epoch  28 Batch  189/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.020
Epoch  28 Batch  190/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.019
Epoch  28 Batch  191/269 - Train Accuracy:  0.963, Validation Accuracy:  0.944, Loss:  0.020
Epoch  28 Batch  192/269 - Train Accuracy:  0.967, Validation Accuracy:  0.945, Loss:  0.018
Epoch  28 Batch  193/269 - Train Accuracy:  0.956, Validation Accuracy:  0.943, Loss:  0.019
Epoch  28 Batch  194/269 - Train Accuracy:  0.957, Validation Accuracy:  0.947, Loss:  0.019
Epoch  28 Batch  195/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.018
Epoch  28 Batch  196/269 - Train Accuracy:  0.946, Validation Accuracy:  0.944, Loss:  0.022
Epoch  28 Batch  197/269 - Train Accuracy:  0.960, Validation Accuracy:  0.942, Loss:  0.022
Epoch  28 Batch  198/269 - Train Accuracy:  0.956, Validation Accuracy:  0.944, Loss:  0.024
Epoch  28 Batch  199/269 - Train Accuracy:  0.961, Validation Accuracy:  0.944, Loss:  0.019
Epoch  28 Batch  200/269 - Train Accuracy:  0.972, Validation Accuracy:  0.946, Loss:  0.020
Epoch  28 Batch  201/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.020
Epoch  28 Batch  202/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.020
Epoch  28 Batch  203/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.022
Epoch  28 Batch  204/269 - Train Accuracy:  0.961, Validation Accuracy:  0.943, Loss:  0.017
Epoch  28 Batch  205/269 - Train Accuracy:  0.963, Validation Accuracy:  0.940, Loss:  0.018
Epoch  28 Batch  206/269 - Train Accuracy:  0.954, Validation Accuracy:  0.942, Loss:  0.024
Epoch  28 Batch  207/269 - Train Accuracy:  0.955, Validation Accuracy:  0.939, Loss:  0.018
Epoch  28 Batch  208/269 - Train Accuracy:  0.958, Validation Accuracy:  0.944, Loss:  0.018
Epoch  28 Batch  209/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.024
Epoch  28 Batch  210/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.019
Epoch  28 Batch  211/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.022
Epoch  28 Batch  212/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.024
Epoch  28 Batch  213/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.018
Epoch  28 Batch  214/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.020
Epoch  28 Batch  215/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.020
Epoch  28 Batch  216/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.027
Epoch  28 Batch  217/269 - Train Accuracy:  0.946, Validation Accuracy:  0.953, Loss:  0.021
Epoch  28 Batch  218/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.017
Epoch  28 Batch  219/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.021
Epoch  28 Batch  220/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.016
Epoch  28 Batch  221/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.020
Epoch  28 Batch  222/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.019
Epoch  28 Batch  223/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.017
Epoch  28 Batch  224/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.023
Epoch  28 Batch  225/269 - Train Accuracy:  0.950, Validation Accuracy:  0.955, Loss:  0.018
Epoch  28 Batch  226/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.022
Epoch  28 Batch  227/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.020
Epoch  28 Batch  228/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.016
Epoch  28 Batch  229/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.017
Epoch  28 Batch  230/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.014
Epoch  28 Batch  231/269 - Train Accuracy:  0.948, Validation Accuracy:  0.957, Loss:  0.020
Epoch  28 Batch  232/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.021
Epoch  28 Batch  233/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.019
Epoch  28 Batch  234/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.018
Epoch  28 Batch  235/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.014
Epoch  28 Batch  236/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.016
Epoch  28 Batch  237/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.017
Epoch  28 Batch  238/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.019
Epoch  28 Batch  239/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.020
Epoch  28 Batch  240/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.018
Epoch  28 Batch  241/269 - Train Accuracy:  0.944, Validation Accuracy:  0.950, Loss:  0.023
Epoch  28 Batch  242/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.018
Epoch  28 Batch  243/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.016
Epoch  28 Batch  244/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.017
Epoch  28 Batch  245/269 - Train Accuracy:  0.951, Validation Accuracy:  0.951, Loss:  0.018
Epoch  28 Batch  246/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.020
Epoch  28 Batch  247/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.020
Epoch  28 Batch  248/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.016
Epoch  28 Batch  249/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.019
Epoch  28 Batch  250/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.022
Epoch  28 Batch  251/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.017
Epoch  28 Batch  252/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  28 Batch  253/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.017
Epoch  28 Batch  254/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.017
Epoch  28 Batch  255/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.017
Epoch  28 Batch  256/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.018
Epoch  28 Batch  257/269 - Train Accuracy:  0.946, Validation Accuracy:  0.952, Loss:  0.022
Epoch  28 Batch  258/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.017
Epoch  28 Batch  259/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.019
Epoch  28 Batch  260/269 - Train Accuracy:  0.963, Validation Accuracy:  0.943, Loss:  0.020
Epoch  28 Batch  261/269 - Train Accuracy:  0.966, Validation Accuracy:  0.945, Loss:  0.016
Epoch  28 Batch  262/269 - Train Accuracy:  0.961, Validation Accuracy:  0.943, Loss:  0.018
Epoch  28 Batch  263/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.017
Epoch  28 Batch  264/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.021
Epoch  28 Batch  265/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.019
Epoch  28 Batch  266/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.015
Epoch  28 Batch  267/269 - Train Accuracy:  0.967, Validation Accuracy:  0.951, Loss:  0.019
Epoch  29 Batch    0/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.017
Epoch  29 Batch    1/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch    2/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.020
Epoch  29 Batch    3/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.016
Epoch  29 Batch    4/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.019
Epoch  29 Batch    5/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.017
Epoch  29 Batch    6/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.017
Epoch  29 Batch    7/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.015
Epoch  29 Batch    8/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.018
Epoch  29 Batch    9/269 - Train Accuracy:  0.952, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch   10/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.015
Epoch  29 Batch   11/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.018
Epoch  29 Batch   12/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.021
Epoch  29 Batch   13/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.014
Epoch  29 Batch   14/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.016
Epoch  29 Batch   15/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.013
Epoch  29 Batch   16/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.023
Epoch  29 Batch   17/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.017
Epoch  29 Batch   18/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.019
Epoch  29 Batch   19/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.014
Epoch  29 Batch   20/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.016
Epoch  29 Batch   21/269 - Train Accuracy:  0.950, Validation Accuracy:  0.953, Loss:  0.021
Epoch  29 Batch   22/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.020
Epoch  29 Batch   23/269 - Train Accuracy:  0.950, Validation Accuracy:  0.954, Loss:  0.022
Epoch  29 Batch   24/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch   25/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.020
Epoch  29 Batch   26/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.016
Epoch  29 Batch   27/269 - Train Accuracy:  0.954, Validation Accuracy:  0.958, Loss:  0.017
Epoch  29 Batch   28/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.016
Epoch  29 Batch   29/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.017
Epoch  29 Batch   30/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.019
Epoch  29 Batch   31/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.015
Epoch  29 Batch   32/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.011
Epoch  29 Batch   33/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.015
Epoch  29 Batch   34/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.015
Epoch  29 Batch   35/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.021
Epoch  29 Batch   36/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.017
Epoch  29 Batch   37/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.016
Epoch  29 Batch   38/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.013
Epoch  29 Batch   40/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.019
Epoch  29 Batch   41/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.016
Epoch  29 Batch   42/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.016
Epoch  29 Batch   43/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.018
Epoch  29 Batch   44/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.020
Epoch  29 Batch   45/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.017
Epoch  29 Batch   46/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.013
Epoch  29 Batch   47/269 - Train Accuracy:  0.971, Validation Accuracy:  0.948, Loss:  0.013
Epoch  29 Batch   48/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.017
Epoch  29 Batch   49/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.017
Epoch  29 Batch   50/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.023
Epoch  29 Batch   51/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.017
Epoch  29 Batch   52/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.016
Epoch  29 Batch   53/269 - Train Accuracy:  0.963, Validation Accuracy:  0.947, Loss:  0.016
Epoch  29 Batch   54/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.016
Epoch  29 Batch   55/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.017
Epoch  29 Batch   56/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.019
Epoch  29 Batch   57/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.019
Epoch  29 Batch   58/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.016
Epoch  29 Batch   59/269 - Train Accuracy:  0.971, Validation Accuracy:  0.952, Loss:  0.013
Epoch  29 Batch   60/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.020
Epoch  29 Batch   61/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.016
Epoch  29 Batch   62/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.017
Epoch  29 Batch   63/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.020
Epoch  29 Batch   64/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch   65/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.015
Epoch  29 Batch   66/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.016
Epoch  29 Batch   67/269 - Train Accuracy:  0.953, Validation Accuracy:  0.947, Loss:  0.021
Epoch  29 Batch   68/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.021
Epoch  29 Batch   69/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.021
Epoch  29 Batch   70/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch   71/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.021
Epoch  29 Batch   72/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.018
Epoch  29 Batch   73/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.017
Epoch  29 Batch   74/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.017
Epoch  29 Batch   75/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.018
Epoch  29 Batch   76/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.016
Epoch  29 Batch   77/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.016
Epoch  29 Batch   78/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.017
Epoch  29 Batch   79/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.019
Epoch  29 Batch   80/269 - Train Accuracy:  0.967, Validation Accuracy:  0.948, Loss:  0.015
Epoch  29 Batch   81/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.019
Epoch  29 Batch   82/269 - Train Accuracy:  0.966, Validation Accuracy:  0.949, Loss:  0.013
Epoch  29 Batch   83/269 - Train Accuracy:  0.959, Validation Accuracy:  0.947, Loss:  0.021
Epoch  29 Batch   84/269 - Train Accuracy:  0.951, Validation Accuracy:  0.945, Loss:  0.015
Epoch  29 Batch   85/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.017
Epoch  29 Batch   86/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.016
Epoch  29 Batch   87/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.017
Epoch  29 Batch   88/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.016
Epoch  29 Batch   89/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.015
Epoch  29 Batch   90/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.015
Epoch  29 Batch   91/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.014
Epoch  29 Batch   92/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.017
Epoch  29 Batch   93/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.015
Epoch  29 Batch   94/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.025
Epoch  29 Batch   95/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.015
Epoch  29 Batch   96/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.019
Epoch  29 Batch   97/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.017
Epoch  29 Batch   98/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.017
Epoch  29 Batch   99/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.016
Epoch  29 Batch  100/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.018
Epoch  29 Batch  101/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.020
Epoch  29 Batch  102/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.014
Epoch  29 Batch  103/269 - Train Accuracy:  0.962, Validation Accuracy:  0.947, Loss:  0.017
Epoch  29 Batch  104/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.015
Epoch  29 Batch  105/269 - Train Accuracy:  0.944, Validation Accuracy:  0.952, Loss:  0.019
Epoch  29 Batch  106/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.016
Epoch  29 Batch  107/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.016
Epoch  29 Batch  108/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.017
Epoch  29 Batch  109/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.018
Epoch  29 Batch  110/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.016
Epoch  29 Batch  111/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.015
Epoch  29 Batch  112/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.016
Epoch  29 Batch  113/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.018
Epoch  29 Batch  114/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.016
Epoch  29 Batch  115/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.018
Epoch  29 Batch  116/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.015
Epoch  29 Batch  117/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.016
Epoch  29 Batch  118/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.014
Epoch  29 Batch  119/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.020
Epoch  29 Batch  120/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.016
Epoch  29 Batch  121/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.013
Epoch  29 Batch  122/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.019
Epoch  29 Batch  123/269 - Train Accuracy:  0.950, Validation Accuracy:  0.954, Loss:  0.020
Epoch  29 Batch  124/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.016
Epoch  29 Batch  125/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.017
Epoch  29 Batch  126/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.017
Epoch  29 Batch  127/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.018
Epoch  29 Batch  128/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.021
Epoch  29 Batch  129/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.019
Epoch  29 Batch  130/269 - Train Accuracy:  0.950, Validation Accuracy:  0.954, Loss:  0.021
Epoch  29 Batch  131/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.020
Epoch  29 Batch  132/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.021
Epoch  29 Batch  133/269 - Train Accuracy:  0.948, Validation Accuracy:  0.951, Loss:  0.018
Epoch  29 Batch  134/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch  135/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.017
Epoch  29 Batch  136/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.018
Epoch  29 Batch  137/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.019
Epoch  29 Batch  138/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.016
Epoch  29 Batch  139/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.014
Epoch  29 Batch  140/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch  141/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.020
Epoch  29 Batch  142/269 - Train Accuracy:  0.951, Validation Accuracy:  0.957, Loss:  0.018
Epoch  29 Batch  143/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  29 Batch  144/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.016
Epoch  29 Batch  145/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.014
Epoch  29 Batch  146/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.016
Epoch  29 Batch  147/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.019
Epoch  29 Batch  148/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.018
Epoch  29 Batch  149/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.022
Epoch  29 Batch  150/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.017
Epoch  29 Batch  151/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.018
Epoch  29 Batch  152/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.018
Epoch  29 Batch  153/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.013
Epoch  29 Batch  154/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.018
Epoch  29 Batch  155/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.017
Epoch  29 Batch  156/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.017
Epoch  29 Batch  157/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  29 Batch  158/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.017
Epoch  29 Batch  159/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.016
Epoch  29 Batch  160/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch  161/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.014
Epoch  29 Batch  162/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.017
Epoch  29 Batch  163/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.015
Epoch  29 Batch  164/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.019
Epoch  29 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch  166/269 - Train Accuracy:  0.964, Validation Accuracy:  0.949, Loss:  0.017
Epoch  29 Batch  167/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.019
Epoch  29 Batch  168/269 - Train Accuracy:  0.963, Validation Accuracy:  0.949, Loss:  0.019
Epoch  29 Batch  169/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.017
Epoch  29 Batch  170/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch  171/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.024
Epoch  29 Batch  172/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.018
Epoch  29 Batch  173/269 - Train Accuracy:  0.951, Validation Accuracy:  0.951, Loss:  0.018
Epoch  29 Batch  174/269 - Train Accuracy:  0.958, Validation Accuracy:  0.946, Loss:  0.020
Epoch  29 Batch  175/269 - Train Accuracy:  0.953, Validation Accuracy:  0.949, Loss:  0.026
Epoch  29 Batch  176/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.017
Epoch  29 Batch  177/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.014
Epoch  29 Batch  178/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.019
Epoch  29 Batch  179/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.015
Epoch  29 Batch  180/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.018
Epoch  29 Batch  181/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.017
Epoch  29 Batch  182/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.016
Epoch  29 Batch  183/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.013
Epoch  29 Batch  184/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch  185/269 - Train Accuracy:  0.967, Validation Accuracy:  0.951, Loss:  0.018
Epoch  29 Batch  186/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.013
Epoch  29 Batch  187/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.018
Epoch  29 Batch  188/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.017
Epoch  29 Batch  189/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.015
Epoch  29 Batch  190/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.018
Epoch  29 Batch  191/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.018
Epoch  29 Batch  192/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch  193/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.016
Epoch  29 Batch  194/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.015
Epoch  29 Batch  195/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.016
Epoch  29 Batch  196/269 - Train Accuracy:  0.964, Validation Accuracy:  0.947, Loss:  0.016
Epoch  29 Batch  197/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.018
Epoch  29 Batch  198/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.019
Epoch  29 Batch  199/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.020
Epoch  29 Batch  200/269 - Train Accuracy:  0.971, Validation Accuracy:  0.949, Loss:  0.017
Epoch  29 Batch  201/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.019
Epoch  29 Batch  202/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.019
Epoch  29 Batch  203/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.024
Epoch  29 Batch  204/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.019
Epoch  29 Batch  205/269 - Train Accuracy:  0.970, Validation Accuracy:  0.949, Loss:  0.020
Epoch  29 Batch  206/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.020
Epoch  29 Batch  207/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.019
Epoch  29 Batch  208/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.020
Epoch  29 Batch  209/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.020
Epoch  29 Batch  210/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.019
Epoch  29 Batch  211/269 - Train Accuracy:  0.966, Validation Accuracy:  0.949, Loss:  0.018
Epoch  29 Batch  212/269 - Train Accuracy:  0.963, Validation Accuracy:  0.946, Loss:  0.022
Epoch  29 Batch  213/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.020
Epoch  29 Batch  214/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.019
Epoch  29 Batch  215/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.020
Epoch  29 Batch  216/269 - Train Accuracy:  0.942, Validation Accuracy:  0.952, Loss:  0.029
Epoch  29 Batch  217/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.020
Epoch  29 Batch  218/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.017
Epoch  29 Batch  219/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.019
Epoch  29 Batch  220/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.019
Epoch  29 Batch  221/269 - Train Accuracy:  0.961, Validation Accuracy:  0.945, Loss:  0.020
Epoch  29 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.944, Loss:  0.019
Epoch  29 Batch  223/269 - Train Accuracy:  0.961, Validation Accuracy:  0.945, Loss:  0.017
Epoch  29 Batch  224/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.025
Epoch  29 Batch  225/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.019
Epoch  29 Batch  226/269 - Train Accuracy:  0.959, Validation Accuracy:  0.947, Loss:  0.019
Epoch  29 Batch  227/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.019
Epoch  29 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.951, Loss:  0.019
Epoch  29 Batch  229/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.016
Epoch  29 Batch  230/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.017
Epoch  29 Batch  231/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.020
Epoch  29 Batch  232/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch  233/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.019
Epoch  29 Batch  234/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.017
Epoch  29 Batch  235/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.013
Epoch  29 Batch  236/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch  237/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.016
Epoch  29 Batch  238/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.020
Epoch  29 Batch  239/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.017
Epoch  29 Batch  240/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.018
Epoch  29 Batch  241/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.020
Epoch  29 Batch  242/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.017
Epoch  29 Batch  243/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.014
Epoch  29 Batch  244/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.019
Epoch  29 Batch  245/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.019
Epoch  29 Batch  246/269 - Train Accuracy:  0.950, Validation Accuracy:  0.953, Loss:  0.019
Epoch  29 Batch  247/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.022
Epoch  29 Batch  248/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch  249/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.018
Epoch  29 Batch  250/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.021
Epoch  29 Batch  251/269 - Train Accuracy:  0.958, Validation Accuracy:  0.946, Loss:  0.017
Epoch  29 Batch  252/269 - Train Accuracy:  0.954, Validation Accuracy:  0.948, Loss:  0.015
Epoch  29 Batch  253/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.017
Epoch  29 Batch  254/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.019
Epoch  29 Batch  255/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.019
Epoch  29 Batch  256/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.016
Epoch  29 Batch  257/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.022
Epoch  29 Batch  258/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.016
Epoch  29 Batch  259/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.018
Epoch  29 Batch  260/269 - Train Accuracy:  0.954, Validation Accuracy:  0.947, Loss:  0.021
Epoch  29 Batch  261/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.016
Epoch  29 Batch  262/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.019
Epoch  29 Batch  263/269 - Train Accuracy:  0.966, Validation Accuracy:  0.947, Loss:  0.017
Epoch  29 Batch  264/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.018
Epoch  29 Batch  265/269 - Train Accuracy:  0.964, Validation Accuracy:  0.947, Loss:  0.016
Epoch  29 Batch  266/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.014
Epoch  29 Batch  267/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.018
Epoch  30 Batch    0/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.017
Epoch  30 Batch    1/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.017
Epoch  30 Batch    2/269 - Train Accuracy:  0.946, Validation Accuracy:  0.951, Loss:  0.017
Epoch  30 Batch    3/269 - Train Accuracy:  0.969, Validation Accuracy:  0.950, Loss:  0.015
Epoch  30 Batch    4/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.018
Epoch  30 Batch    5/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.019
Epoch  30 Batch    6/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.016
Epoch  30 Batch    7/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.015
Epoch  30 Batch    8/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.020
Epoch  30 Batch    9/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.020
Epoch  30 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.014
Epoch  30 Batch   11/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.019
Epoch  30 Batch   12/269 - Train Accuracy:  0.943, Validation Accuracy:  0.951, Loss:  0.022
Epoch  30 Batch   13/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.018
Epoch  30 Batch   14/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.016
Epoch  30 Batch   15/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.015
Epoch  30 Batch   16/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.018
Epoch  30 Batch   17/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.016
Epoch  30 Batch   18/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.018
Epoch  30 Batch   19/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.013
Epoch  30 Batch   20/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.017
Epoch  30 Batch   21/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.021
Epoch  30 Batch   22/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.017
Epoch  30 Batch   23/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.023
Epoch  30 Batch   24/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch   25/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.019
Epoch  30 Batch   26/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.017
Epoch  30 Batch   27/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.020
Epoch  30 Batch   28/269 - Train Accuracy:  0.951, Validation Accuracy:  0.956, Loss:  0.017
Epoch  30 Batch   29/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.017
Epoch  30 Batch   30/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.017
Epoch  30 Batch   31/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.017
Epoch  30 Batch   32/269 - Train Accuracy:  0.962, Validation Accuracy:  0.947, Loss:  0.013
Epoch  30 Batch   33/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.017
Epoch  30 Batch   34/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch   35/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.024
Epoch  30 Batch   36/269 - Train Accuracy:  0.957, Validation Accuracy:  0.945, Loss:  0.018
Epoch  30 Batch   37/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.021
Epoch  30 Batch   38/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.017
Epoch  30 Batch   39/269 - Train Accuracy:  0.968, Validation Accuracy:  0.948, Loss:  0.015
Epoch  30 Batch   40/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.020
Epoch  30 Batch   41/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.018
Epoch  30 Batch   42/269 - Train Accuracy:  0.968, Validation Accuracy:  0.948, Loss:  0.016
Epoch  30 Batch   43/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.018
Epoch  30 Batch   44/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.022
Epoch  30 Batch   45/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.017
Epoch  30 Batch   46/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.014
Epoch  30 Batch   47/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.013
Epoch  30 Batch   48/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.016
Epoch  30 Batch   49/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.017
Epoch  30 Batch   50/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.025
Epoch  30 Batch   51/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.016
Epoch  30 Batch   52/269 - Train Accuracy:  0.966, Validation Accuracy:  0.952, Loss:  0.015
Epoch  30 Batch   53/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.016
Epoch  30 Batch   54/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.018
Epoch  30 Batch   55/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.019
Epoch  30 Batch   56/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.021
Epoch  30 Batch   57/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.021
Epoch  30 Batch   58/269 - Train Accuracy:  0.954, Validation Accuracy:  0.961, Loss:  0.018
Epoch  30 Batch   59/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.013
Epoch  30 Batch   60/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.020
Epoch  30 Batch   61/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.017
Epoch  30 Batch   62/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.020
Epoch  30 Batch   63/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.020
Epoch  30 Batch   64/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.016
Epoch  30 Batch   65/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.016
Epoch  30 Batch   66/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.015
Epoch  30 Batch   67/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.020
Epoch  30 Batch   68/269 - Train Accuracy:  0.949, Validation Accuracy:  0.949, Loss:  0.020
Epoch  30 Batch   69/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.020
Epoch  30 Batch   70/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.018
Epoch  30 Batch   71/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.019
Epoch  30 Batch   72/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.021
Epoch  30 Batch   73/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.017
Epoch  30 Batch   74/269 - Train Accuracy:  0.971, Validation Accuracy:  0.950, Loss:  0.015
Epoch  30 Batch   75/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.017
Epoch  30 Batch   76/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.015
Epoch  30 Batch   77/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.017
Epoch  30 Batch   78/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.017
Epoch  30 Batch   79/269 - Train Accuracy:  0.952, Validation Accuracy:  0.944, Loss:  0.019
Epoch  30 Batch   80/269 - Train Accuracy:  0.971, Validation Accuracy:  0.946, Loss:  0.015
Epoch  30 Batch   81/269 - Train Accuracy:  0.961, Validation Accuracy:  0.946, Loss:  0.019
Epoch  30 Batch   82/269 - Train Accuracy:  0.965, Validation Accuracy:  0.945, Loss:  0.016
Epoch  30 Batch   83/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.020
Epoch  30 Batch   84/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.016
Epoch  30 Batch   85/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.017
Epoch  30 Batch   86/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch   87/269 - Train Accuracy:  0.964, Validation Accuracy:  0.944, Loss:  0.018
Epoch  30 Batch   88/269 - Train Accuracy:  0.956, Validation Accuracy:  0.944, Loss:  0.017
Epoch  30 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.941, Loss:  0.016
Epoch  30 Batch   90/269 - Train Accuracy:  0.953, Validation Accuracy:  0.944, Loss:  0.018
Epoch  30 Batch   91/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.015
Epoch  30 Batch   92/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch   93/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.016
Epoch  30 Batch   94/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.023
Epoch  30 Batch   95/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.018
Epoch  30 Batch   96/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.018
Epoch  30 Batch   97/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.018
Epoch  30 Batch   98/269 - Train Accuracy:  0.966, Validation Accuracy:  0.948, Loss:  0.017
Epoch  30 Batch   99/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.015
Epoch  30 Batch  100/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.019
Epoch  30 Batch  101/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.021
Epoch  30 Batch  102/269 - Train Accuracy:  0.945, Validation Accuracy:  0.942, Loss:  0.016
Epoch  30 Batch  103/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.022
Epoch  30 Batch  104/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.020
Epoch  30 Batch  105/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.021
Epoch  30 Batch  106/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.015
Epoch  30 Batch  107/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.016
Epoch  30 Batch  108/269 - Train Accuracy:  0.964, Validation Accuracy:  0.947, Loss:  0.018
Epoch  30 Batch  109/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.018
Epoch  30 Batch  110/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.016
Epoch  30 Batch  111/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.016
Epoch  30 Batch  112/269 - Train Accuracy:  0.952, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch  113/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.018
Epoch  30 Batch  114/269 - Train Accuracy:  0.962, Validation Accuracy:  0.947, Loss:  0.018
Epoch  30 Batch  115/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.018
Epoch  30 Batch  116/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.014
Epoch  30 Batch  117/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.017
Epoch  30 Batch  118/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.013
Epoch  30 Batch  119/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.017
Epoch  30 Batch  120/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.016
Epoch  30 Batch  121/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.013
Epoch  30 Batch  122/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.020
Epoch  30 Batch  123/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.018
Epoch  30 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.015
Epoch  30 Batch  125/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.016
Epoch  30 Batch  126/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.016
Epoch  30 Batch  127/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.016
Epoch  30 Batch  128/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.018
Epoch  30 Batch  129/269 - Train Accuracy:  0.944, Validation Accuracy:  0.951, Loss:  0.019
Epoch  30 Batch  130/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.018
Epoch  30 Batch  131/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.018
Epoch  30 Batch  132/269 - Train Accuracy:  0.950, Validation Accuracy:  0.956, Loss:  0.020
Epoch  30 Batch  133/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.017
Epoch  30 Batch  134/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.018
Epoch  30 Batch  135/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.015
Epoch  30 Batch  136/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.017
Epoch  30 Batch  137/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.016
Epoch  30 Batch  138/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.014
Epoch  30 Batch  139/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.012
Epoch  30 Batch  140/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.016
Epoch  30 Batch  141/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.017
Epoch  30 Batch  142/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.016
Epoch  30 Batch  143/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.015
Epoch  30 Batch  144/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.014
Epoch  30 Batch  145/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.014
Epoch  30 Batch  146/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.014
Epoch  30 Batch  147/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.017
Epoch  30 Batch  148/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.018
Epoch  30 Batch  149/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.017
Epoch  30 Batch  150/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.018
Epoch  30 Batch  151/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.016
Epoch  30 Batch  152/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.015
Epoch  30 Batch  153/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  30 Batch  154/269 - Train Accuracy:  0.955, Validation Accuracy:  0.962, Loss:  0.018
Epoch  30 Batch  155/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.017
Epoch  30 Batch  156/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.016
Epoch  30 Batch  157/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.015
Epoch  30 Batch  158/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.013
Epoch  30 Batch  159/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.015
Epoch  30 Batch  160/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.017
Epoch  30 Batch  161/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.013
Epoch  30 Batch  162/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.016
Epoch  30 Batch  163/269 - Train Accuracy:  0.976, Validation Accuracy:  0.956, Loss:  0.014
Epoch  30 Batch  164/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.016
Epoch  30 Batch  165/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.015
Epoch  30 Batch  166/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.015
Epoch  30 Batch  167/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.017
Epoch  30 Batch  168/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.015
Epoch  30 Batch  169/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch  170/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.018
Epoch  30 Batch  171/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.018
Epoch  30 Batch  172/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.017
Epoch  30 Batch  173/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.015
Epoch  30 Batch  174/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.017
Epoch  30 Batch  175/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.022
Epoch  30 Batch  176/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.018
Epoch  30 Batch  177/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.015
Epoch  30 Batch  178/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.016
Epoch  30 Batch  179/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.015
Epoch  30 Batch  180/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.018
Epoch  30 Batch  181/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.016
Epoch  30 Batch  182/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.016
Epoch  30 Batch  183/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.014
Epoch  30 Batch  184/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch  185/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.016
Epoch  30 Batch  186/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.014
Epoch  30 Batch  187/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.017
Epoch  30 Batch  188/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.015
Epoch  30 Batch  189/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.014
Epoch  30 Batch  190/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.016
Epoch  30 Batch  191/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch  192/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.013
Epoch  30 Batch  193/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.016
Epoch  30 Batch  194/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch  195/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.016
Epoch  30 Batch  196/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.019
Epoch  30 Batch  197/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.014
Epoch  30 Batch  198/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.016
Epoch  30 Batch  199/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.016
Epoch  30 Batch  200/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.016
Epoch  30 Batch  201/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.016
Epoch  30 Batch  202/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.017
Epoch  30 Batch  203/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.017
Epoch  30 Batch  204/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.018
Epoch  30 Batch  205/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.015
Epoch  30 Batch  206/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.019
Epoch  30 Batch  207/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.017
Epoch  30 Batch  208/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.017
Epoch  30 Batch  209/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.016
Epoch  30 Batch  210/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.015
Epoch  30 Batch  211/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.017
Epoch  30 Batch  212/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.019
Epoch  30 Batch  213/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.017
Epoch  30 Batch  214/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.014
Epoch  30 Batch  215/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.018
Epoch  30 Batch  216/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.024
Epoch  30 Batch  217/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.019
Epoch  30 Batch  218/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.015
Epoch  30 Batch  219/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.019
Epoch  30 Batch  220/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.016
Epoch  30 Batch  221/269 - Train Accuracy:  0.955, Validation Accuracy:  0.944, Loss:  0.023
Epoch  30 Batch  222/269 - Train Accuracy:  0.962, Validation Accuracy:  0.947, Loss:  0.018
Epoch  30 Batch  223/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.024
Epoch  30 Batch  224/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.023
Epoch  30 Batch  225/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.019
Epoch  30 Batch  226/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.022
Epoch  30 Batch  227/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.024
Epoch  30 Batch  228/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.017
Epoch  30 Batch  229/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.018
Epoch  30 Batch  230/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.019
Epoch  30 Batch  231/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.026
Epoch  30 Batch  232/269 - Train Accuracy:  0.954, Validation Accuracy:  0.956, Loss:  0.022
Epoch  30 Batch  233/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.019
Epoch  30 Batch  234/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.019
Epoch  30 Batch  235/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.015
Epoch  30 Batch  236/269 - Train Accuracy:  0.959, Validation Accuracy:  0.938, Loss:  0.020
Epoch  30 Batch  237/269 - Train Accuracy:  0.945, Validation Accuracy:  0.940, Loss:  0.028
Epoch  30 Batch  238/269 - Train Accuracy:  0.956, Validation Accuracy:  0.941, Loss:  0.023
Epoch  30 Batch  239/269 - Train Accuracy:  0.964, Validation Accuracy:  0.941, Loss:  0.023
Epoch  30 Batch  240/269 - Train Accuracy:  0.958, Validation Accuracy:  0.941, Loss:  0.027
Epoch  30 Batch  241/269 - Train Accuracy:  0.935, Validation Accuracy:  0.935, Loss:  0.032
Epoch  30 Batch  242/269 - Train Accuracy:  0.953, Validation Accuracy:  0.933, Loss:  0.027
Epoch  30 Batch  243/269 - Train Accuracy:  0.965, Validation Accuracy:  0.941, Loss:  0.024
Epoch  30 Batch  244/269 - Train Accuracy:  0.950, Validation Accuracy:  0.941, Loss:  0.032
Epoch  30 Batch  245/269 - Train Accuracy:  0.947, Validation Accuracy:  0.948, Loss:  0.029
Epoch  30 Batch  246/269 - Train Accuracy:  0.947, Validation Accuracy:  0.947, Loss:  0.031
Epoch  30 Batch  247/269 - Train Accuracy:  0.963, Validation Accuracy:  0.949, Loss:  0.027
Epoch  30 Batch  248/269 - Train Accuracy:  0.962, Validation Accuracy:  0.947, Loss:  0.025
Epoch  30 Batch  249/269 - Train Accuracy:  0.957, Validation Accuracy:  0.943, Loss:  0.029
Epoch  30 Batch  250/269 - Train Accuracy:  0.951, Validation Accuracy:  0.939, Loss:  0.031
Epoch  30 Batch  251/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.034
Epoch  30 Batch  252/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.021
Epoch  30 Batch  253/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.022
Epoch  30 Batch  254/269 - Train Accuracy:  0.956, Validation Accuracy:  0.945, Loss:  0.027
Epoch  30 Batch  255/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.032
Epoch  30 Batch  256/269 - Train Accuracy:  0.940, Validation Accuracy:  0.949, Loss:  0.027
Epoch  30 Batch  257/269 - Train Accuracy:  0.937, Validation Accuracy:  0.943, Loss:  0.032
Epoch  30 Batch  258/269 - Train Accuracy:  0.954, Validation Accuracy:  0.939, Loss:  0.031
Epoch  30 Batch  259/269 - Train Accuracy:  0.963, Validation Accuracy:  0.937, Loss:  0.026
Epoch  30 Batch  260/269 - Train Accuracy:  0.958, Validation Accuracy:  0.936, Loss:  0.025
Epoch  30 Batch  261/269 - Train Accuracy:  0.954, Validation Accuracy:  0.938, Loss:  0.024
Epoch  30 Batch  262/269 - Train Accuracy:  0.948, Validation Accuracy:  0.936, Loss:  0.028
Epoch  30 Batch  263/269 - Train Accuracy:  0.955, Validation Accuracy:  0.942, Loss:  0.029
Epoch  30 Batch  264/269 - Train Accuracy:  0.950, Validation Accuracy:  0.934, Loss:  0.027
Epoch  30 Batch  265/269 - Train Accuracy:  0.954, Validation Accuracy:  0.938, Loss:  0.024
Epoch  30 Batch  266/269 - Train Accuracy:  0.958, Validation Accuracy:  0.940, Loss:  0.022
Epoch  30 Batch  267/269 - Train Accuracy:  0.956, Validation Accuracy:  0.943, Loss:  0.028
Epoch  31 Batch    0/269 - Train Accuracy:  0.959, Validation Accuracy:  0.944, Loss:  0.027
Epoch  31 Batch    1/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.024
Epoch  31 Batch    2/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.025
Epoch  31 Batch    3/269 - Train Accuracy:  0.962, Validation Accuracy:  0.944, Loss:  0.026
Epoch  31 Batch    4/269 - Train Accuracy:  0.952, Validation Accuracy:  0.947, Loss:  0.027
Epoch  31 Batch    5/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.021
Epoch  31 Batch    6/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.023
Epoch  31 Batch    7/269 - Train Accuracy:  0.959, Validation Accuracy:  0.946, Loss:  0.024
Epoch  31 Batch    8/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.025
Epoch  31 Batch    9/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.027
Epoch  31 Batch   10/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.018
Epoch  31 Batch   11/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.023
Epoch  31 Batch   12/269 - Train Accuracy:  0.945, Validation Accuracy:  0.946, Loss:  0.025
Epoch  31 Batch   13/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.022
Epoch  31 Batch   14/269 - Train Accuracy:  0.951, Validation Accuracy:  0.951, Loss:  0.020
Epoch  31 Batch   15/269 - Train Accuracy:  0.966, Validation Accuracy:  0.949, Loss:  0.018
Epoch  31 Batch   16/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.025
Epoch  31 Batch   17/269 - Train Accuracy:  0.966, Validation Accuracy:  0.947, Loss:  0.018
Epoch  31 Batch   18/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.023
Epoch  31 Batch   19/269 - Train Accuracy:  0.966, Validation Accuracy:  0.944, Loss:  0.016
Epoch  31 Batch   20/269 - Train Accuracy:  0.967, Validation Accuracy:  0.949, Loss:  0.018
Epoch  31 Batch   21/269 - Train Accuracy:  0.953, Validation Accuracy:  0.949, Loss:  0.027
Epoch  31 Batch   22/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.022
Epoch  31 Batch   23/269 - Train Accuracy:  0.948, Validation Accuracy:  0.944, Loss:  0.023
Epoch  31 Batch   24/269 - Train Accuracy:  0.954, Validation Accuracy:  0.945, Loss:  0.023
Epoch  31 Batch   25/269 - Train Accuracy:  0.959, Validation Accuracy:  0.944, Loss:  0.020
Epoch  31 Batch   26/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.022
Epoch  31 Batch   27/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.020
Epoch  31 Batch   28/269 - Train Accuracy:  0.950, Validation Accuracy:  0.949, Loss:  0.020
Epoch  31 Batch   29/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.018
Epoch  31 Batch   30/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.024
Epoch  31 Batch   31/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.023
Epoch  31 Batch   32/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.015
Epoch  31 Batch   33/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.020
Epoch  31 Batch   34/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.024
Epoch  31 Batch   35/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.030
Epoch  31 Batch   36/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.020
Epoch  31 Batch   37/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.018
Epoch  31 Batch   38/269 - Train Accuracy:  0.952, Validation Accuracy:  0.952, Loss:  0.020
Epoch  31 Batch   39/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.021
Epoch  31 Batch   40/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.024
Epoch  31 Batch   41/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.021
Epoch  31 Batch   42/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.020
Epoch  31 Batch   43/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.022
Epoch  31 Batch   44/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.025
Epoch  31 Batch   45/269 - Train Accuracy:  0.952, Validation Accuracy:  0.947, Loss:  0.021
Epoch  31 Batch   46/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.017
Epoch  31 Batch   47/269 - Train Accuracy:  0.967, Validation Accuracy:  0.947, Loss:  0.016
Epoch  31 Batch   48/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.019
Epoch  31 Batch   49/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.017
Epoch  31 Batch   50/269 - Train Accuracy:  0.949, Validation Accuracy:  0.954, Loss:  0.025
Epoch  31 Batch   51/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.020
Epoch  31 Batch   52/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.019
Epoch  31 Batch   53/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.020
Epoch  31 Batch   54/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.020
Epoch  31 Batch   55/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.019
Epoch  31 Batch   56/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.023
Epoch  31 Batch   57/269 - Train Accuracy:  0.951, Validation Accuracy:  0.950, Loss:  0.024
Epoch  31 Batch   58/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.020
Epoch  31 Batch   59/269 - Train Accuracy:  0.971, Validation Accuracy:  0.950, Loss:  0.019
Epoch  31 Batch   60/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.022
Epoch  31 Batch   61/269 - Train Accuracy:  0.949, Validation Accuracy:  0.948, Loss:  0.020
Epoch  31 Batch   62/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.022
Epoch  31 Batch   63/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.022
Epoch  31 Batch   64/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.019
Epoch  31 Batch   65/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.024
Epoch  31 Batch   66/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.021
Epoch  31 Batch   67/269 - Train Accuracy:  0.954, Validation Accuracy:  0.948, Loss:  0.026
Epoch  31 Batch   68/269 - Train Accuracy:  0.952, Validation Accuracy:  0.947, Loss:  0.024
Epoch  31 Batch   69/269 - Train Accuracy:  0.946, Validation Accuracy:  0.947, Loss:  0.025
Epoch  31 Batch   70/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.022
Epoch  31 Batch   71/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.027
Epoch  31 Batch   72/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.026
Epoch  31 Batch   73/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.022
Epoch  31 Batch   74/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.018
Epoch  31 Batch   75/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.022
Epoch  31 Batch   76/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.018
Epoch  31 Batch   77/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.019
Epoch  31 Batch   78/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.021
Epoch  31 Batch   79/269 - Train Accuracy:  0.948, Validation Accuracy:  0.953, Loss:  0.021
Epoch  31 Batch   80/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.019
Epoch  31 Batch   81/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.022
Epoch  31 Batch   82/269 - Train Accuracy:  0.965, Validation Accuracy:  0.945, Loss:  0.018
Epoch  31 Batch   83/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.025
Epoch  31 Batch   84/269 - Train Accuracy:  0.957, Validation Accuracy:  0.945, Loss:  0.018
Epoch  31 Batch   85/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.018
Epoch  31 Batch   86/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.023
Epoch  31 Batch   87/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.023
Epoch  31 Batch   88/269 - Train Accuracy:  0.956, Validation Accuracy:  0.942, Loss:  0.021
Epoch  31 Batch   89/269 - Train Accuracy:  0.970, Validation Accuracy:  0.946, Loss:  0.018
Epoch  31 Batch   90/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.019
Epoch  31 Batch   91/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.019
Epoch  31 Batch   92/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.020
Epoch  31 Batch   93/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.018
Epoch  31 Batch   94/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.024
Epoch  31 Batch   95/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.017
Epoch  31 Batch   96/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.022
Epoch  31 Batch   97/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.017
Epoch  31 Batch   98/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.018
Epoch  31 Batch   99/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.017
Epoch  31 Batch  100/269 - Train Accuracy:  0.958, Validation Accuracy:  0.946, Loss:  0.022
Epoch  31 Batch  101/269 - Train Accuracy:  0.954, Validation Accuracy:  0.944, Loss:  0.020
Epoch  31 Batch  102/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.020
Epoch  31 Batch  103/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.021
Epoch  31 Batch  104/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.021
Epoch  31 Batch  105/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.018
Epoch  31 Batch  106/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.015
Epoch  31 Batch  107/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.017
Epoch  31 Batch  108/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.016
Epoch  31 Batch  109/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.019
Epoch  31 Batch  110/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.017
Epoch  31 Batch  111/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.019
Epoch  31 Batch  112/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.016
Epoch  31 Batch  113/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.019
Epoch  31 Batch  114/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.020
Epoch  31 Batch  115/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.020
Epoch  31 Batch  116/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.016
Epoch  31 Batch  117/269 - Train Accuracy:  0.963, Validation Accuracy:  0.949, Loss:  0.020
Epoch  31 Batch  118/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.015
Epoch  31 Batch  119/269 - Train Accuracy:  0.947, Validation Accuracy:  0.946, Loss:  0.021
Epoch  31 Batch  120/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.019
Epoch  31 Batch  121/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.017
Epoch  31 Batch  122/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.018
Epoch  31 Batch  123/269 - Train Accuracy:  0.956, Validation Accuracy:  0.962, Loss:  0.020
Epoch  31 Batch  124/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.017
Epoch  31 Batch  125/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.019
Epoch  31 Batch  126/269 - Train Accuracy:  0.953, Validation Accuracy:  0.961, Loss:  0.018
Epoch  31 Batch  127/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.017
Epoch  31 Batch  128/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.021
Epoch  31 Batch  129/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.018
Epoch  31 Batch  130/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.020
Epoch  31 Batch  131/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.024
Epoch  31 Batch  132/269 - Train Accuracy:  0.946, Validation Accuracy:  0.957, Loss:  0.022
Epoch  31 Batch  133/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.019
Epoch  31 Batch  134/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.018
Epoch  31 Batch  135/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.020
Epoch  31 Batch  136/269 - Train Accuracy:  0.951, Validation Accuracy:  0.962, Loss:  0.023
Epoch  31 Batch  137/269 - Train Accuracy:  0.957, Validation Accuracy:  0.964, Loss:  0.020
Epoch  31 Batch  138/269 - Train Accuracy:  0.954, Validation Accuracy:  0.959, Loss:  0.015
Epoch  31 Batch  139/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.016
Epoch  31 Batch  140/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.019
Epoch  31 Batch  141/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.022
Epoch  31 Batch  142/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.022
Epoch  31 Batch  143/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.017
Epoch  31 Batch  144/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.014
Epoch  31 Batch  145/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.015
Epoch  31 Batch  146/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch  147/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.021
Epoch  31 Batch  148/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.018
Epoch  31 Batch  149/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.019
Epoch  31 Batch  150/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.021
Epoch  31 Batch  151/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.018
Epoch  31 Batch  152/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.020
Epoch  31 Batch  153/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.018
Epoch  31 Batch  154/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.016
Epoch  31 Batch  155/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.018
Epoch  31 Batch  156/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch  157/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.018
Epoch  31 Batch  158/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.018
Epoch  31 Batch  159/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.017
Epoch  31 Batch  160/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.016
Epoch  31 Batch  161/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.017
Epoch  31 Batch  162/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.016
Epoch  31 Batch  163/269 - Train Accuracy:  0.972, Validation Accuracy:  0.951, Loss:  0.018
Epoch  31 Batch  164/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.019
Epoch  31 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch  166/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.021
Epoch  31 Batch  167/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.019
Epoch  31 Batch  168/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.021
Epoch  31 Batch  169/269 - Train Accuracy:  0.949, Validation Accuracy:  0.954, Loss:  0.017
Epoch  31 Batch  170/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.022
Epoch  31 Batch  171/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.019
Epoch  31 Batch  172/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.019
Epoch  31 Batch  173/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.016
Epoch  31 Batch  174/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.016
Epoch  31 Batch  175/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.025
Epoch  31 Batch  176/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.018
Epoch  31 Batch  177/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.016
Epoch  31 Batch  178/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.020
Epoch  31 Batch  179/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.015
Epoch  31 Batch  180/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.015
Epoch  31 Batch  181/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.017
Epoch  31 Batch  182/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.015
Epoch  31 Batch  183/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.015
Epoch  31 Batch  184/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.016
Epoch  31 Batch  185/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.017
Epoch  31 Batch  186/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.016
Epoch  31 Batch  187/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.018
Epoch  31 Batch  188/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.018
Epoch  31 Batch  189/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.019
Epoch  31 Batch  190/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.015
Epoch  31 Batch  191/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.017
Epoch  31 Batch  192/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.016
Epoch  31 Batch  193/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.016
Epoch  31 Batch  194/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.017
Epoch  31 Batch  195/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.015
Epoch  31 Batch  196/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.018
Epoch  31 Batch  197/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch  198/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.020
Epoch  31 Batch  199/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  31 Batch  200/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.014
Epoch  31 Batch  201/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.015
Epoch  31 Batch  202/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.016
Epoch  31 Batch  203/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.018
Epoch  31 Batch  204/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.018
Epoch  31 Batch  205/269 - Train Accuracy:  0.971, Validation Accuracy:  0.951, Loss:  0.017
Epoch  31 Batch  206/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.022
Epoch  31 Batch  207/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.017
Epoch  31 Batch  208/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.018
Epoch  31 Batch  209/269 - Train Accuracy:  0.966, Validation Accuracy:  0.952, Loss:  0.014
Epoch  31 Batch  210/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.014
Epoch  31 Batch  211/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.018
Epoch  31 Batch  212/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.021
Epoch  31 Batch  213/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.016
Epoch  31 Batch  214/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.017
Epoch  31 Batch  215/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.018
Epoch  31 Batch  216/269 - Train Accuracy:  0.949, Validation Accuracy:  0.955, Loss:  0.025
Epoch  31 Batch  217/269 - Train Accuracy:  0.943, Validation Accuracy:  0.956, Loss:  0.019
Epoch  31 Batch  218/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.017
Epoch  31 Batch  219/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.016
Epoch  31 Batch  220/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.017
Epoch  31 Batch  221/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.017
Epoch  31 Batch  222/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.015
Epoch  31 Batch  223/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.014
Epoch  31 Batch  224/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.020
Epoch  31 Batch  225/269 - Train Accuracy:  0.955, Validation Accuracy:  0.961, Loss:  0.017
Epoch  31 Batch  226/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.018
Epoch  31 Batch  227/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.018
Epoch  31 Batch  228/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.016
Epoch  31 Batch  229/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  31 Batch  230/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.014
Epoch  31 Batch  231/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.015
Epoch  31 Batch  232/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.016
Epoch  31 Batch  233/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch  234/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.018
Epoch  31 Batch  235/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.013
Epoch  31 Batch  236/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.016
Epoch  31 Batch  237/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.014
Epoch  31 Batch  238/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.016
Epoch  31 Batch  239/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.016
Epoch  31 Batch  240/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.016
Epoch  31 Batch  241/269 - Train Accuracy:  0.946, Validation Accuracy:  0.956, Loss:  0.020
Epoch  31 Batch  242/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.015
Epoch  31 Batch  243/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.013
Epoch  31 Batch  244/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  31 Batch  245/269 - Train Accuracy:  0.952, Validation Accuracy:  0.955, Loss:  0.014
Epoch  31 Batch  246/269 - Train Accuracy:  0.952, Validation Accuracy:  0.959, Loss:  0.017
Epoch  31 Batch  247/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  31 Batch  248/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.015
Epoch  31 Batch  249/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.017
Epoch  31 Batch  250/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.015
Epoch  31 Batch  251/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  31 Batch  252/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.012
Epoch  31 Batch  253/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.019
Epoch  31 Batch  254/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.017
Epoch  31 Batch  255/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch  256/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.016
Epoch  31 Batch  257/269 - Train Accuracy:  0.954, Validation Accuracy:  0.959, Loss:  0.021
Epoch  31 Batch  258/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.015
Epoch  31 Batch  259/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.016
Epoch  31 Batch  260/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.018
Epoch  31 Batch  261/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  31 Batch  262/269 - Train Accuracy:  0.957, Validation Accuracy:  0.963, Loss:  0.019
Epoch  31 Batch  263/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.018
Epoch  31 Batch  264/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.017
Epoch  31 Batch  265/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.017
Epoch  31 Batch  266/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.013
Epoch  31 Batch  267/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.017
Epoch  32 Batch    0/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.018
Epoch  32 Batch    1/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.018
Epoch  32 Batch    2/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.019
Epoch  32 Batch    3/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.014
Epoch  32 Batch    4/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.016
Epoch  32 Batch    5/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.018
Epoch  32 Batch    6/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.017
Epoch  32 Batch    7/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.015
Epoch  32 Batch    8/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.015
Epoch  32 Batch    9/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.015
Epoch  32 Batch   10/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.015
Epoch  32 Batch   11/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.016
Epoch  32 Batch   12/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.023
Epoch  32 Batch   13/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.016
Epoch  32 Batch   14/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.015
Epoch  32 Batch   15/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.011
Epoch  32 Batch   16/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.020
Epoch  32 Batch   17/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.014
Epoch  32 Batch   18/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.017
Epoch  32 Batch   19/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.017
Epoch  32 Batch   20/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.014
Epoch  32 Batch   21/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.021
Epoch  32 Batch   22/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.014
Epoch  32 Batch   23/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.021
Epoch  32 Batch   24/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.017
Epoch  32 Batch   25/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.014
Epoch  32 Batch   26/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.016
Epoch  32 Batch   27/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.016
Epoch  32 Batch   28/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.015
Epoch  32 Batch   29/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.015
Epoch  32 Batch   30/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.016
Epoch  32 Batch   31/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.015
Epoch  32 Batch   32/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.011
Epoch  32 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.954, Loss:  0.013
Epoch  32 Batch   34/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.014
Epoch  32 Batch   35/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.021
Epoch  32 Batch   36/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.015
Epoch  32 Batch   37/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.015
Epoch  32 Batch   38/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.018
Epoch  32 Batch   39/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.010
Epoch  32 Batch   40/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.018
Epoch  32 Batch   41/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.016
Epoch  32 Batch   42/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.015
Epoch  32 Batch   43/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.015
Epoch  32 Batch   44/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.018
Epoch  32 Batch   45/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.016
Epoch  32 Batch   46/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.012
Epoch  32 Batch   47/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.013
Epoch  32 Batch   48/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.013
Epoch  32 Batch   49/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.013
Epoch  32 Batch   50/269 - Train Accuracy:  0.953, Validation Accuracy:  0.960, Loss:  0.020
Epoch  32 Batch   51/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.014
Epoch  32 Batch   52/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.013
Epoch  32 Batch   53/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.015
Epoch  32 Batch   54/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.015
Epoch  32 Batch   55/269 - Train Accuracy:  0.954, Validation Accuracy:  0.962, Loss:  0.019
Epoch  32 Batch   56/269 - Train Accuracy:  0.955, Validation Accuracy:  0.962, Loss:  0.018
Epoch  32 Batch   57/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.015
Epoch  32 Batch   58/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.016
Epoch  32 Batch   59/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  32 Batch   60/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.020
Epoch  32 Batch   61/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.016
Epoch  32 Batch   62/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.016
Epoch  32 Batch   63/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.017
Epoch  32 Batch   64/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.012
Epoch  32 Batch   65/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.014
Epoch  32 Batch   66/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.014
Epoch  32 Batch   67/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.018
Epoch  32 Batch   68/269 - Train Accuracy:  0.954, Validation Accuracy:  0.956, Loss:  0.017
Epoch  32 Batch   69/269 - Train Accuracy:  0.954, Validation Accuracy:  0.956, Loss:  0.018
Epoch  32 Batch   70/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.015
Epoch  32 Batch   71/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.016
Epoch  32 Batch   72/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.014
Epoch  32 Batch   73/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.016
Epoch  32 Batch   74/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  32 Batch   75/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.015
Epoch  32 Batch   76/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.012
Epoch  32 Batch   77/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  32 Batch   78/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.015
Epoch  32 Batch   79/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.016
Epoch  32 Batch   80/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.016
Epoch  32 Batch   81/269 - Train Accuracy:  0.969, Validation Accuracy:  0.949, Loss:  0.017
Epoch  32 Batch   82/269 - Train Accuracy:  0.969, Validation Accuracy:  0.948, Loss:  0.012
Epoch  32 Batch   83/269 - Train Accuracy:  0.966, Validation Accuracy:  0.947, Loss:  0.016
Epoch  32 Batch   84/269 - Train Accuracy:  0.963, Validation Accuracy:  0.946, Loss:  0.013
Epoch  32 Batch   85/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.014
Epoch  32 Batch   86/269 - Train Accuracy:  0.967, Validation Accuracy:  0.947, Loss:  0.012
Epoch  32 Batch   87/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.016
Epoch  32 Batch   88/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.015
Epoch  32 Batch   89/269 - Train Accuracy:  0.971, Validation Accuracy:  0.952, Loss:  0.016
Epoch  32 Batch   90/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.014
Epoch  32 Batch   91/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.013
Epoch  32 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.013
Epoch  32 Batch   93/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.013
Epoch  32 Batch   94/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.024
Epoch  32 Batch   95/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.013
Epoch  32 Batch   96/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.016
Epoch  32 Batch   97/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.017
Epoch  32 Batch   98/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.018
Epoch  32 Batch   99/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.015
Epoch  32 Batch  100/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.019
Epoch  32 Batch  101/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.020
Epoch  32 Batch  102/269 - Train Accuracy:  0.947, Validation Accuracy:  0.954, Loss:  0.014
Epoch  32 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.015
Epoch  32 Batch  104/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.018
Epoch  32 Batch  105/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.018
Epoch  32 Batch  106/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.014
Epoch  32 Batch  107/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.016
Epoch  32 Batch  108/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.017
Epoch  32 Batch  109/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.016
Epoch  32 Batch  110/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.017
Epoch  32 Batch  111/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.020
Epoch  32 Batch  112/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.020
Epoch  32 Batch  113/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.018
Epoch  32 Batch  114/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.017
Epoch  32 Batch  115/269 - Train Accuracy:  0.961, Validation Accuracy:  0.946, Loss:  0.016
Epoch  32 Batch  116/269 - Train Accuracy:  0.967, Validation Accuracy:  0.947, Loss:  0.015
Epoch  32 Batch  117/269 - Train Accuracy:  0.962, Validation Accuracy:  0.946, Loss:  0.016
Epoch  32 Batch  118/269 - Train Accuracy:  0.964, Validation Accuracy:  0.944, Loss:  0.017
Epoch  32 Batch  119/269 - Train Accuracy:  0.952, Validation Accuracy:  0.943, Loss:  0.019
Epoch  32 Batch  120/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.020
Epoch  32 Batch  121/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.013
Epoch  32 Batch  122/269 - Train Accuracy:  0.953, Validation Accuracy:  0.950, Loss:  0.016
Epoch  32 Batch  123/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.022
Epoch  32 Batch  124/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  32 Batch  125/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.013
Epoch  32 Batch  126/269 - Train Accuracy:  0.953, Validation Accuracy:  0.959, Loss:  0.016
Epoch  32 Batch  127/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.019
Epoch  32 Batch  128/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.016
Epoch  32 Batch  129/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.016
Epoch  32 Batch  130/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.020
Epoch  32 Batch  131/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.018
Epoch  32 Batch  132/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.018
Epoch  32 Batch  133/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.019
Epoch  32 Batch  134/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.015
Epoch  32 Batch  135/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.015
Epoch  32 Batch  136/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.018
Epoch  32 Batch  137/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.018
Epoch  32 Batch  138/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.016
Epoch  32 Batch  139/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.014
Epoch  32 Batch  140/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.016
Epoch  32 Batch  141/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.017
Epoch  32 Batch  142/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.016
Epoch  32 Batch  143/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.017
Epoch  32 Batch  144/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  32 Batch  145/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.014
Epoch  32 Batch  146/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.014
Epoch  32 Batch  147/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.016
Epoch  32 Batch  148/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.017
Epoch  32 Batch  149/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.017
Epoch  32 Batch  150/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.020
Epoch  32 Batch  151/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.019
Epoch  32 Batch  152/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.013
Epoch  32 Batch  153/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.014
Epoch  32 Batch  154/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.015
Epoch  32 Batch  155/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.017
Epoch  32 Batch  156/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.017
Epoch  32 Batch  157/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.017
Epoch  32 Batch  158/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  32 Batch  159/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  32 Batch  160/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.014
Epoch  32 Batch  161/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.014
Epoch  32 Batch  162/269 - Train Accuracy:  0.967, Validation Accuracy:  0.949, Loss:  0.013
Epoch  32 Batch  163/269 - Train Accuracy:  0.974, Validation Accuracy:  0.949, Loss:  0.014
Epoch  32 Batch  164/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.017
Epoch  32 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.949, Loss:  0.014
Epoch  32 Batch  166/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.016
Epoch  32 Batch  167/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.016
Epoch  32 Batch  168/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.018
Epoch  32 Batch  169/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.015
Epoch  32 Batch  170/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.017
Epoch  32 Batch  171/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.018
Epoch  32 Batch  172/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.018
Epoch  32 Batch  173/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.013
Epoch  32 Batch  174/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.015
Epoch  32 Batch  175/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.021
Epoch  32 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.014
Epoch  32 Batch  177/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.012
Epoch  32 Batch  178/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.016
Epoch  32 Batch  179/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.015
Epoch  32 Batch  180/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  32 Batch  181/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.018
Epoch  32 Batch  182/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.014
Epoch  32 Batch  183/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  32 Batch  184/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  32 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.014
Epoch  32 Batch  186/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  32 Batch  187/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.017
Epoch  32 Batch  188/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.014
Epoch  32 Batch  189/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.016
Epoch  32 Batch  190/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.017
Epoch  32 Batch  191/269 - Train Accuracy:  0.971, Validation Accuracy:  0.950, Loss:  0.015
Epoch  32 Batch  192/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.014
Epoch  32 Batch  193/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.015
Epoch  32 Batch  194/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.016
Epoch  32 Batch  195/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.013
Epoch  32 Batch  196/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.015
Epoch  32 Batch  197/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.013
Epoch  32 Batch  198/269 - Train Accuracy:  0.961, Validation Accuracy:  0.945, Loss:  0.017
Epoch  32 Batch  199/269 - Train Accuracy:  0.966, Validation Accuracy:  0.947, Loss:  0.016
Epoch  32 Batch  200/269 - Train Accuracy:  0.977, Validation Accuracy:  0.949, Loss:  0.015
Epoch  32 Batch  201/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.014
Epoch  32 Batch  202/269 - Train Accuracy:  0.964, Validation Accuracy:  0.949, Loss:  0.015
Epoch  32 Batch  203/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.017
Epoch  32 Batch  204/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.015
Epoch  32 Batch  205/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.014
Epoch  32 Batch  206/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.017
Epoch  32 Batch  207/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.017
Epoch  32 Batch  208/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.016
Epoch  32 Batch  209/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.015
Epoch  32 Batch  210/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.013
Epoch  32 Batch  211/269 - Train Accuracy:  0.969, Validation Accuracy:  0.948, Loss:  0.017
Epoch  32 Batch  212/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.019
Epoch  32 Batch  213/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.014
Epoch  32 Batch  214/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.015
Epoch  32 Batch  215/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.017
Epoch  32 Batch  216/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.021
Epoch  32 Batch  217/269 - Train Accuracy:  0.946, Validation Accuracy:  0.948, Loss:  0.018
Epoch  32 Batch  218/269 - Train Accuracy:  0.971, Validation Accuracy:  0.945, Loss:  0.015
Epoch  32 Batch  219/269 - Train Accuracy:  0.964, Validation Accuracy:  0.946, Loss:  0.018
Epoch  32 Batch  220/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.014
Epoch  32 Batch  221/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.013
Epoch  32 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.013
Epoch  32 Batch  223/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.015
Epoch  32 Batch  224/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.020
Epoch  32 Batch  225/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.015
Epoch  32 Batch  226/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.016
Epoch  32 Batch  227/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.018
Epoch  32 Batch  228/269 - Train Accuracy:  0.966, Validation Accuracy:  0.951, Loss:  0.016
Epoch  32 Batch  229/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.014
Epoch  32 Batch  230/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  32 Batch  231/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.016
Epoch  32 Batch  232/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.018
Epoch  32 Batch  233/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.016
Epoch  32 Batch  234/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.016
Epoch  32 Batch  235/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.011
Epoch  32 Batch  236/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.014
Epoch  32 Batch  237/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.013
Epoch  32 Batch  238/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.014
Epoch  32 Batch  239/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  32 Batch  240/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.018
Epoch  32 Batch  241/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.020
Epoch  32 Batch  242/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.015
Epoch  32 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.015
Epoch  32 Batch  244/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.014
Epoch  32 Batch  245/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.015
Epoch  32 Batch  246/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.017
Epoch  32 Batch  247/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.017
Epoch  32 Batch  248/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.013
Epoch  32 Batch  249/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.016
Epoch  32 Batch  250/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.016
Epoch  32 Batch  251/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.016
Epoch  32 Batch  252/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.014
Epoch  32 Batch  253/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.013
Epoch  32 Batch  254/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.016
Epoch  32 Batch  255/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.014
Epoch  32 Batch  256/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.016
Epoch  32 Batch  257/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.022
Epoch  32 Batch  258/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.014
Epoch  32 Batch  259/269 - Train Accuracy:  0.970, Validation Accuracy:  0.949, Loss:  0.017
Epoch  32 Batch  260/269 - Train Accuracy:  0.959, Validation Accuracy:  0.950, Loss:  0.019
Epoch  32 Batch  261/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.017
Epoch  32 Batch  262/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.017
Epoch  32 Batch  263/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.015
Epoch  32 Batch  264/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.017
Epoch  32 Batch  265/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.015
Epoch  32 Batch  266/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.011
Epoch  32 Batch  267/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.016
Epoch  33 Batch    0/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.018
Epoch  33 Batch    1/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.016
Epoch  33 Batch    2/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.016
Epoch  33 Batch    3/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch    4/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.017
Epoch  33 Batch    5/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.015
Epoch  33 Batch    6/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  33 Batch    7/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.015
Epoch  33 Batch    8/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.018
Epoch  33 Batch    9/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.018
Epoch  33 Batch   10/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.015
Epoch  33 Batch   11/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.017
Epoch  33 Batch   12/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.019
Epoch  33 Batch   13/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch   14/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.012
Epoch  33 Batch   15/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.014
Epoch  33 Batch   16/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.022
Epoch  33 Batch   17/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch   18/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.016
Epoch  33 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.953, Loss:  0.011
Epoch  33 Batch   20/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch   21/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.019
Epoch  33 Batch   22/269 - Train Accuracy:  0.964, Validation Accuracy:  0.949, Loss:  0.016
Epoch  33 Batch   23/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.021
Epoch  33 Batch   24/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.015
Epoch  33 Batch   25/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.015
Epoch  33 Batch   26/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.016
Epoch  33 Batch   27/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.017
Epoch  33 Batch   28/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.014
Epoch  33 Batch   29/269 - Train Accuracy:  0.966, Validation Accuracy:  0.951, Loss:  0.014
Epoch  33 Batch   30/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.016
Epoch  33 Batch   31/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.018
Epoch  33 Batch   32/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  33 Batch   33/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.014
Epoch  33 Batch   34/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.014
Epoch  33 Batch   35/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.018
Epoch  33 Batch   36/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.016
Epoch  33 Batch   37/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.015
Epoch  33 Batch   38/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch   39/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch   41/269 - Train Accuracy:  0.951, Validation Accuracy:  0.954, Loss:  0.015
Epoch  33 Batch   42/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.013
Epoch  33 Batch   43/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.016
Epoch  33 Batch   44/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.018
Epoch  33 Batch   45/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.019
Epoch  33 Batch   46/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.011
Epoch  33 Batch   47/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch   48/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.016
Epoch  33 Batch   49/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.015
Epoch  33 Batch   50/269 - Train Accuracy:  0.957, Validation Accuracy:  0.964, Loss:  0.020
Epoch  33 Batch   51/269 - Train Accuracy:  0.956, Validation Accuracy:  0.964, Loss:  0.017
Epoch  33 Batch   52/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.015
Epoch  33 Batch   53/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  33 Batch   54/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.016
Epoch  33 Batch   55/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  33 Batch   56/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.017
Epoch  33 Batch   57/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.017
Epoch  33 Batch   58/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.018
Epoch  33 Batch   59/269 - Train Accuracy:  0.974, Validation Accuracy:  0.954, Loss:  0.012
Epoch  33 Batch   60/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.019
Epoch  33 Batch   61/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.016
Epoch  33 Batch   62/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.016
Epoch  33 Batch   63/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.019
Epoch  33 Batch   64/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.011
Epoch  33 Batch   65/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.014
Epoch  33 Batch   66/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.017
Epoch  33 Batch   67/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.019
Epoch  33 Batch   68/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.018
Epoch  33 Batch   69/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.017
Epoch  33 Batch   70/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  33 Batch   71/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.016
Epoch  33 Batch   72/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.016
Epoch  33 Batch   73/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.020
Epoch  33 Batch   74/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.015
Epoch  33 Batch   75/269 - Train Accuracy:  0.948, Validation Accuracy:  0.956, Loss:  0.020
Epoch  33 Batch   76/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.012
Epoch  33 Batch   77/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch   78/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.017
Epoch  33 Batch   79/269 - Train Accuracy:  0.951, Validation Accuracy:  0.949, Loss:  0.016
Epoch  33 Batch   80/269 - Train Accuracy:  0.970, Validation Accuracy:  0.946, Loss:  0.013
Epoch  33 Batch   81/269 - Train Accuracy:  0.968, Validation Accuracy:  0.945, Loss:  0.018
Epoch  33 Batch   82/269 - Train Accuracy:  0.973, Validation Accuracy:  0.946, Loss:  0.011
Epoch  33 Batch   83/269 - Train Accuracy:  0.965, Validation Accuracy:  0.945, Loss:  0.018
Epoch  33 Batch   84/269 - Train Accuracy:  0.967, Validation Accuracy:  0.947, Loss:  0.014
Epoch  33 Batch   85/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.016
Epoch  33 Batch   86/269 - Train Accuracy:  0.967, Validation Accuracy:  0.949, Loss:  0.014
Epoch  33 Batch   87/269 - Train Accuracy:  0.966, Validation Accuracy:  0.948, Loss:  0.016
Epoch  33 Batch   88/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.016
Epoch  33 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.949, Loss:  0.015
Epoch  33 Batch   90/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.014
Epoch  33 Batch   91/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.015
Epoch  33 Batch   92/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  33 Batch   93/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.012
Epoch  33 Batch   94/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.019
Epoch  33 Batch   95/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.014
Epoch  33 Batch   96/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.017
Epoch  33 Batch   97/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.015
Epoch  33 Batch   98/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  33 Batch   99/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  33 Batch  100/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.016
Epoch  33 Batch  101/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.018
Epoch  33 Batch  102/269 - Train Accuracy:  0.953, Validation Accuracy:  0.957, Loss:  0.016
Epoch  33 Batch  103/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.017
Epoch  33 Batch  104/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.016
Epoch  33 Batch  105/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.017
Epoch  33 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.015
Epoch  33 Batch  107/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.013
Epoch  33 Batch  108/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch  109/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.018
Epoch  33 Batch  110/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch  111/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.013
Epoch  33 Batch  112/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.017
Epoch  33 Batch  113/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.016
Epoch  33 Batch  114/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.014
Epoch  33 Batch  115/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.014
Epoch  33 Batch  116/269 - Train Accuracy:  0.967, Validation Accuracy:  0.951, Loss:  0.016
Epoch  33 Batch  117/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.015
Epoch  33 Batch  118/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.013
Epoch  33 Batch  119/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.018
Epoch  33 Batch  120/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.016
Epoch  33 Batch  121/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch  122/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.015
Epoch  33 Batch  123/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.014
Epoch  33 Batch  124/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.014
Epoch  33 Batch  125/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  126/269 - Train Accuracy:  0.956, Validation Accuracy:  0.962, Loss:  0.015
Epoch  33 Batch  127/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.016
Epoch  33 Batch  128/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.014
Epoch  33 Batch  129/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.017
Epoch  33 Batch  130/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.019
Epoch  33 Batch  131/269 - Train Accuracy:  0.955, Validation Accuracy:  0.958, Loss:  0.016
Epoch  33 Batch  132/269 - Train Accuracy:  0.949, Validation Accuracy:  0.961, Loss:  0.018
Epoch  33 Batch  133/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  33 Batch  134/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.014
Epoch  33 Batch  135/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.013
Epoch  33 Batch  136/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.016
Epoch  33 Batch  137/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.016
Epoch  33 Batch  138/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.015
Epoch  33 Batch  139/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch  140/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch  141/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.017
Epoch  33 Batch  142/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch  143/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.013
Epoch  33 Batch  144/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.012
Epoch  33 Batch  145/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.011
Epoch  33 Batch  146/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.015
Epoch  33 Batch  147/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.015
Epoch  33 Batch  148/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch  149/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.019
Epoch  33 Batch  150/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.014
Epoch  33 Batch  151/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.017
Epoch  33 Batch  152/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.012
Epoch  33 Batch  153/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  33 Batch  154/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.013
Epoch  33 Batch  155/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.016
Epoch  33 Batch  156/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.016
Epoch  33 Batch  157/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.015
Epoch  33 Batch  158/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.015
Epoch  33 Batch  159/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.013
Epoch  33 Batch  160/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.014
Epoch  33 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.013
Epoch  33 Batch  162/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  33 Batch  163/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch  164/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.015
Epoch  33 Batch  165/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch  166/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch  167/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.015
Epoch  33 Batch  168/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.013
Epoch  33 Batch  169/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch  170/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.014
Epoch  33 Batch  171/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.017
Epoch  33 Batch  172/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.016
Epoch  33 Batch  173/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.014
Epoch  33 Batch  174/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.013
Epoch  33 Batch  175/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.019
Epoch  33 Batch  176/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.016
Epoch  33 Batch  177/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  33 Batch  178/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.016
Epoch  33 Batch  179/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  33 Batch  180/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  181/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.017
Epoch  33 Batch  182/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  33 Batch  183/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  33 Batch  184/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  33 Batch  185/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.014
Epoch  33 Batch  186/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.011
Epoch  33 Batch  187/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch  188/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  33 Batch  189/269 - Train Accuracy:  0.976, Validation Accuracy:  0.955, Loss:  0.013
Epoch  33 Batch  190/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch  191/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  33 Batch  192/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  193/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.011
Epoch  33 Batch  194/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.015
Epoch  33 Batch  195/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  196/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.015
Epoch  33 Batch  197/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.013
Epoch  33 Batch  198/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.013
Epoch  33 Batch  199/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.014
Epoch  33 Batch  200/269 - Train Accuracy:  0.975, Validation Accuracy:  0.951, Loss:  0.011
Epoch  33 Batch  201/269 - Train Accuracy:  0.973, Validation Accuracy:  0.950, Loss:  0.012
Epoch  33 Batch  202/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.015
Epoch  33 Batch  203/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.015
Epoch  33 Batch  204/269 - Train Accuracy:  0.973, Validation Accuracy:  0.949, Loss:  0.013
Epoch  33 Batch  205/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.013
Epoch  33 Batch  206/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.015
Epoch  33 Batch  207/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.014
Epoch  33 Batch  208/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.014
Epoch  33 Batch  209/269 - Train Accuracy:  0.964, Validation Accuracy:  0.949, Loss:  0.013
Epoch  33 Batch  210/269 - Train Accuracy:  0.970, Validation Accuracy:  0.949, Loss:  0.013
Epoch  33 Batch  211/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.015
Epoch  33 Batch  212/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.018
Epoch  33 Batch  213/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.012
Epoch  33 Batch  214/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.015
Epoch  33 Batch  215/269 - Train Accuracy:  0.954, Validation Accuracy:  0.960, Loss:  0.016
Epoch  33 Batch  216/269 - Train Accuracy:  0.953, Validation Accuracy:  0.958, Loss:  0.019
Epoch  33 Batch  217/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.015
Epoch  33 Batch  218/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.011
Epoch  33 Batch  219/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.014
Epoch  33 Batch  220/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch  221/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.014
Epoch  33 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.013
Epoch  33 Batch  223/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.012
Epoch  33 Batch  224/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.018
Epoch  33 Batch  225/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.015
Epoch  33 Batch  226/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch  227/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.015
Epoch  33 Batch  228/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.013
Epoch  33 Batch  229/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.015
Epoch  33 Batch  230/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.014
Epoch  33 Batch  231/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch  232/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.016
Epoch  33 Batch  233/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.013
Epoch  33 Batch  234/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch  235/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.009
Epoch  33 Batch  236/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  33 Batch  237/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.012
Epoch  33 Batch  238/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.015
Epoch  33 Batch  240/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.014
Epoch  33 Batch  241/269 - Train Accuracy:  0.953, Validation Accuracy:  0.960, Loss:  0.014
Epoch  33 Batch  242/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.013
Epoch  33 Batch  243/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.010
Epoch  33 Batch  244/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.015
Epoch  33 Batch  245/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.014
Epoch  33 Batch  246/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.015
Epoch  33 Batch  247/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.015
Epoch  33 Batch  248/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.014
Epoch  33 Batch  249/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch  250/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.014
Epoch  33 Batch  251/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch  252/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  33 Batch  253/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.016
Epoch  33 Batch  254/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.013
Epoch  33 Batch  255/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch  256/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.014
Epoch  33 Batch  257/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.017
Epoch  33 Batch  258/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.013
Epoch  33 Batch  259/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.015
Epoch  33 Batch  260/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.014
Epoch  33 Batch  261/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.012
Epoch  33 Batch  262/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.016
Epoch  33 Batch  263/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.016
Epoch  33 Batch  264/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.015
Epoch  33 Batch  265/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.013
Epoch  33 Batch  266/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.011
Epoch  33 Batch  267/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  34 Batch    0/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.015
Epoch  34 Batch    1/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.015
Epoch  34 Batch    2/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.016
Epoch  34 Batch    3/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.014
Epoch  34 Batch    4/269 - Train Accuracy:  0.957, Validation Accuracy:  0.962, Loss:  0.017
Epoch  34 Batch    5/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  34 Batch    6/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.013
Epoch  34 Batch    7/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.014
Epoch  34 Batch    8/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.016
Epoch  34 Batch    9/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.016
Epoch  34 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  34 Batch   11/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.018
Epoch  34 Batch   12/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.015
Epoch  34 Batch   13/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.013
Epoch  34 Batch   14/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.011
Epoch  34 Batch   15/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  34 Batch   16/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.017
Epoch  34 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  34 Batch   18/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.013
Epoch  34 Batch   19/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.010
Epoch  34 Batch   20/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.014
Epoch  34 Batch   21/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.016
Epoch  34 Batch   22/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  34 Batch   23/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.017
Epoch  34 Batch   24/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  34 Batch   25/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.014
Epoch  34 Batch   26/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.013
Epoch  34 Batch   27/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.012
Epoch  34 Batch   28/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.017
Epoch  34 Batch   29/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.017
Epoch  34 Batch   30/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.017
Epoch  34 Batch   31/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.015
Epoch  34 Batch   32/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  34 Batch   33/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.015
Epoch  34 Batch   34/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.016
Epoch  34 Batch   35/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.023
Epoch  34 Batch   36/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.016
Epoch  34 Batch   38/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.018
Epoch  34 Batch   39/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.012
Epoch  34 Batch   40/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.019
Epoch  34 Batch   41/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.017
Epoch  34 Batch   42/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.016
Epoch  34 Batch   43/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.018
Epoch  34 Batch   44/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.019
Epoch  34 Batch   45/269 - Train Accuracy:  0.948, Validation Accuracy:  0.958, Loss:  0.020
Epoch  34 Batch   46/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.015
Epoch  34 Batch   47/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.015
Epoch  34 Batch   48/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.016
Epoch  34 Batch   49/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.018
Epoch  34 Batch   50/269 - Train Accuracy:  0.954, Validation Accuracy:  0.960, Loss:  0.022
Epoch  34 Batch   51/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.018
Epoch  34 Batch   52/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.017
Epoch  34 Batch   53/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.021
Epoch  34 Batch   54/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.015
Epoch  34 Batch   55/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.019
Epoch  34 Batch   56/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.024
Epoch  34 Batch   57/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.021
Epoch  34 Batch   58/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.018
Epoch  34 Batch   59/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.015
Epoch  34 Batch   60/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.017
Epoch  34 Batch   61/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.018
Epoch  34 Batch   62/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.017
Epoch  34 Batch   63/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.021
Epoch  34 Batch   64/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  34 Batch   65/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.018
Epoch  34 Batch   66/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.013
Epoch  34 Batch   67/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.023
Epoch  34 Batch   68/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.019
Epoch  34 Batch   69/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.017
Epoch  34 Batch   70/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.018
Epoch  34 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.019
Epoch  34 Batch   72/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.016
Epoch  34 Batch   73/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.016
Epoch  34 Batch   74/269 - Train Accuracy:  0.961, Validation Accuracy:  0.946, Loss:  0.019
Epoch  34 Batch   75/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.023
Epoch  34 Batch   76/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.017
Epoch  34 Batch   77/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.018
Epoch  34 Batch   78/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.015
Epoch  34 Batch   79/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.017
Epoch  34 Batch   80/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.015
Epoch  34 Batch   81/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.018
Epoch  34 Batch   82/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch   83/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.020
Epoch  34 Batch   84/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.014
Epoch  34 Batch   85/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.017
Epoch  34 Batch   86/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch   87/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.017
Epoch  34 Batch   88/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.015
Epoch  34 Batch   89/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.015
Epoch  34 Batch   90/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.016
Epoch  34 Batch   91/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.014
Epoch  34 Batch   92/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.015
Epoch  34 Batch   93/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.014
Epoch  34 Batch   94/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.022
Epoch  34 Batch   95/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  34 Batch   96/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  34 Batch   97/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.014
Epoch  34 Batch   98/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.018
Epoch  34 Batch   99/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.015
Epoch  34 Batch  100/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.016
Epoch  34 Batch  101/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.017
Epoch  34 Batch  102/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.013
Epoch  34 Batch  103/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.018
Epoch  34 Batch  104/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.015
Epoch  34 Batch  105/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.018
Epoch  34 Batch  106/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.013
Epoch  34 Batch  107/269 - Train Accuracy:  0.964, Validation Accuracy:  0.949, Loss:  0.013
Epoch  34 Batch  108/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.013
Epoch  34 Batch  109/269 - Train Accuracy:  0.951, Validation Accuracy:  0.949, Loss:  0.018
Epoch  34 Batch  110/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.012
Epoch  34 Batch  111/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch  112/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch  113/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch  114/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.015
Epoch  34 Batch  115/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.015
Epoch  34 Batch  116/269 - Train Accuracy:  0.966, Validation Accuracy:  0.949, Loss:  0.013
Epoch  34 Batch  117/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.014
Epoch  34 Batch  118/269 - Train Accuracy:  0.969, Validation Accuracy:  0.948, Loss:  0.011
Epoch  34 Batch  119/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.018
Epoch  34 Batch  120/269 - Train Accuracy:  0.966, Validation Accuracy:  0.951, Loss:  0.016
Epoch  34 Batch  121/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.014
Epoch  34 Batch  122/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.016
Epoch  34 Batch  123/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch  124/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.014
Epoch  34 Batch  125/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.012
Epoch  34 Batch  126/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.015
Epoch  34 Batch  127/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch  128/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.015
Epoch  34 Batch  129/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.015
Epoch  34 Batch  130/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.016
Epoch  34 Batch  131/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch  132/269 - Train Accuracy:  0.952, Validation Accuracy:  0.957, Loss:  0.017
Epoch  34 Batch  133/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.012
Epoch  34 Batch  134/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.016
Epoch  34 Batch  135/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.013
Epoch  34 Batch  136/269 - Train Accuracy:  0.950, Validation Accuracy:  0.959, Loss:  0.019
Epoch  34 Batch  137/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.016
Epoch  34 Batch  138/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.016
Epoch  34 Batch  139/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch  140/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.015
Epoch  34 Batch  141/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.016
Epoch  34 Batch  142/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.016
Epoch  34 Batch  143/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.013
Epoch  34 Batch  144/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  34 Batch  145/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch  146/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.017
Epoch  34 Batch  147/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  34 Batch  148/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.014
Epoch  34 Batch  149/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.018
Epoch  34 Batch  150/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch  151/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.015
Epoch  34 Batch  152/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.016
Epoch  34 Batch  153/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.013
Epoch  34 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.014
Epoch  34 Batch  155/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  34 Batch  156/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.013
Epoch  34 Batch  157/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.014
Epoch  34 Batch  158/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.014
Epoch  34 Batch  159/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.013
Epoch  34 Batch  160/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.014
Epoch  34 Batch  161/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.013
Epoch  34 Batch  162/269 - Train Accuracy:  0.967, Validation Accuracy:  0.951, Loss:  0.012
Epoch  34 Batch  163/269 - Train Accuracy:  0.973, Validation Accuracy:  0.950, Loss:  0.012
Epoch  34 Batch  164/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.017
Epoch  34 Batch  165/269 - Train Accuracy:  0.972, Validation Accuracy:  0.951, Loss:  0.011
Epoch  34 Batch  166/269 - Train Accuracy:  0.969, Validation Accuracy:  0.951, Loss:  0.013
Epoch  34 Batch  167/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.019
Epoch  34 Batch  168/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.015
Epoch  34 Batch  169/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.012
Epoch  34 Batch  170/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.013
Epoch  34 Batch  171/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.016
Epoch  34 Batch  172/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.015
Epoch  34 Batch  173/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.017
Epoch  34 Batch  174/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.014
Epoch  34 Batch  175/269 - Train Accuracy:  0.957, Validation Accuracy:  0.962, Loss:  0.022
Epoch  34 Batch  176/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.016
Epoch  34 Batch  177/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.012
Epoch  34 Batch  178/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.015
Epoch  34 Batch  179/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.017
Epoch  34 Batch  180/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.015
Epoch  34 Batch  181/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch  182/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.014
Epoch  34 Batch  183/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.011
Epoch  34 Batch  184/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.014
Epoch  34 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.949, Loss:  0.013
Epoch  34 Batch  186/269 - Train Accuracy:  0.964, Validation Accuracy:  0.946, Loss:  0.013
Epoch  34 Batch  187/269 - Train Accuracy:  0.969, Validation Accuracy:  0.949, Loss:  0.013
Epoch  34 Batch  188/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.015
Epoch  34 Batch  189/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.013
Epoch  34 Batch  190/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch  191/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.013
Epoch  34 Batch  192/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  34 Batch  193/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.013
Epoch  34 Batch  194/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  34 Batch  195/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  34 Batch  196/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.014
Epoch  34 Batch  197/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.013
Epoch  34 Batch  198/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.012
Epoch  34 Batch  199/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.014
Epoch  34 Batch  200/269 - Train Accuracy:  0.976, Validation Accuracy:  0.951, Loss:  0.014
Epoch  34 Batch  201/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.013
Epoch  34 Batch  202/269 - Train Accuracy:  0.966, Validation Accuracy:  0.952, Loss:  0.017
Epoch  34 Batch  203/269 - Train Accuracy:  0.965, Validation Accuracy:  0.948, Loss:  0.018
Epoch  34 Batch  204/269 - Train Accuracy:  0.973, Validation Accuracy:  0.944, Loss:  0.011
Epoch  34 Batch  205/269 - Train Accuracy:  0.968, Validation Accuracy:  0.945, Loss:  0.014
Epoch  34 Batch  206/269 - Train Accuracy:  0.959, Validation Accuracy:  0.947, Loss:  0.016
Epoch  34 Batch  207/269 - Train Accuracy:  0.965, Validation Accuracy:  0.948, Loss:  0.015
Epoch  34 Batch  208/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.017
Epoch  34 Batch  209/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.015
Epoch  34 Batch  210/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.013
Epoch  34 Batch  211/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.017
Epoch  34 Batch  212/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.018
Epoch  34 Batch  213/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.014
Epoch  34 Batch  214/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.014
Epoch  34 Batch  215/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.014
Epoch  34 Batch  216/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.017
Epoch  34 Batch  217/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.017
Epoch  34 Batch  218/269 - Train Accuracy:  0.973, Validation Accuracy:  0.953, Loss:  0.012
Epoch  34 Batch  219/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  34 Batch  220/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.014
Epoch  34 Batch  221/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.014
Epoch  34 Batch  222/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.015
Epoch  34 Batch  223/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.013
Epoch  34 Batch  224/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.019
Epoch  34 Batch  225/269 - Train Accuracy:  0.952, Validation Accuracy:  0.958, Loss:  0.015
Epoch  34 Batch  226/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.017
Epoch  34 Batch  227/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.017
Epoch  34 Batch  228/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.013
Epoch  34 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.015
Epoch  34 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.013
Epoch  34 Batch  231/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.016
Epoch  34 Batch  232/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.014
Epoch  34 Batch  233/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  34 Batch  234/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.013
Epoch  34 Batch  235/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch  236/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.013
Epoch  34 Batch  237/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  34 Batch  238/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.013
Epoch  34 Batch  239/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.014
Epoch  34 Batch  240/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.016
Epoch  34 Batch  241/269 - Train Accuracy:  0.952, Validation Accuracy:  0.956, Loss:  0.018
Epoch  34 Batch  242/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.012
Epoch  34 Batch  244/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.014
Epoch  34 Batch  245/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.014
Epoch  34 Batch  246/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.016
Epoch  34 Batch  247/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.014
Epoch  34 Batch  248/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  34 Batch  249/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  34 Batch  250/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  34 Batch  251/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.014
Epoch  34 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.009
Epoch  34 Batch  253/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.015
Epoch  34 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.018
Epoch  34 Batch  255/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.013
Epoch  34 Batch  256/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.014
Epoch  34 Batch  257/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.017
Epoch  34 Batch  258/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  34 Batch  259/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.014
Epoch  34 Batch  260/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.014
Epoch  34 Batch  261/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.011
Epoch  34 Batch  262/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.015
Epoch  34 Batch  263/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.015
Epoch  34 Batch  264/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch  265/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.015
Epoch  34 Batch  266/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.011
Epoch  34 Batch  267/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch    0/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  35 Batch    1/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.014
Epoch  35 Batch    2/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.015
Epoch  35 Batch    3/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch    4/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.016
Epoch  35 Batch    5/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.014
Epoch  35 Batch    6/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.013
Epoch  35 Batch    7/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.017
Epoch  35 Batch    8/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.017
Epoch  35 Batch    9/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.014
Epoch  35 Batch   10/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.013
Epoch  35 Batch   11/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.018
Epoch  35 Batch   12/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.018
Epoch  35 Batch   13/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  35 Batch   14/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  35 Batch   15/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  35 Batch   16/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.019
Epoch  35 Batch   17/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.011
Epoch  35 Batch   18/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.014
Epoch  35 Batch   19/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  35 Batch   20/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.015
Epoch  35 Batch   21/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.017
Epoch  35 Batch   22/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch   23/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.021
Epoch  35 Batch   24/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.014
Epoch  35 Batch   25/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.016
Epoch  35 Batch   26/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.013
Epoch  35 Batch   27/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.016
Epoch  35 Batch   28/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch   29/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.017
Epoch  35 Batch   30/269 - Train Accuracy:  0.953, Validation Accuracy:  0.957, Loss:  0.017
Epoch  35 Batch   31/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.016
Epoch  35 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.011
Epoch  35 Batch   33/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.014
Epoch  35 Batch   34/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.014
Epoch  35 Batch   35/269 - Train Accuracy:  0.960, Validation Accuracy:  0.966, Loss:  0.019
Epoch  35 Batch   36/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.014
Epoch  35 Batch   37/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.014
Epoch  35 Batch   38/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.012
Epoch  35 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.012
Epoch  35 Batch   40/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.014
Epoch  35 Batch   41/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch   42/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.013
Epoch  35 Batch   43/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  35 Batch   44/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.016
Epoch  35 Batch   45/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch   46/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  35 Batch   47/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  35 Batch   48/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  35 Batch   49/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.014
Epoch  35 Batch   50/269 - Train Accuracy:  0.958, Validation Accuracy:  0.963, Loss:  0.017
Epoch  35 Batch   51/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  35 Batch   52/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  35 Batch   53/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.014
Epoch  35 Batch   54/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch   55/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.017
Epoch  35 Batch   56/269 - Train Accuracy:  0.958, Validation Accuracy:  0.960, Loss:  0.018
Epoch  35 Batch   57/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch   58/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  35 Batch   59/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.012
Epoch  35 Batch   60/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  35 Batch   61/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.016
Epoch  35 Batch   62/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  35 Batch   63/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.017
Epoch  35 Batch   64/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.011
Epoch  35 Batch   65/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch   66/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch   67/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.017
Epoch  35 Batch   68/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.018
Epoch  35 Batch   69/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch   70/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch   71/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.017
Epoch  35 Batch   72/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.016
Epoch  35 Batch   73/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.014
Epoch  35 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  35 Batch   75/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.017
Epoch  35 Batch   76/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch   77/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.014
Epoch  35 Batch   78/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.015
Epoch  35 Batch   79/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.018
Epoch  35 Batch   80/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  35 Batch   81/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.014
Epoch  35 Batch   82/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.013
Epoch  35 Batch   83/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.016
Epoch  35 Batch   84/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.015
Epoch  35 Batch   85/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.014
Epoch  35 Batch   86/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.012
Epoch  35 Batch   87/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.020
Epoch  35 Batch   88/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch   89/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.015
Epoch  35 Batch   91/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  35 Batch   92/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch   93/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.014
Epoch  35 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.018
Epoch  35 Batch   95/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  35 Batch   96/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.016
Epoch  35 Batch   97/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.016
Epoch  35 Batch   98/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.018
Epoch  35 Batch   99/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.015
Epoch  35 Batch  100/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.017
Epoch  35 Batch  101/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.018
Epoch  35 Batch  102/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  103/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.016
Epoch  35 Batch  104/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.015
Epoch  35 Batch  105/269 - Train Accuracy:  0.958, Validation Accuracy:  0.963, Loss:  0.015
Epoch  35 Batch  106/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  35 Batch  107/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.014
Epoch  35 Batch  108/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  109/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.016
Epoch  35 Batch  110/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  35 Batch  111/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch  112/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.014
Epoch  35 Batch  113/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.015
Epoch  35 Batch  114/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.014
Epoch  35 Batch  115/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.015
Epoch  35 Batch  116/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.013
Epoch  35 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.013
Epoch  35 Batch  118/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.013
Epoch  35 Batch  119/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.018
Epoch  35 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.014
Epoch  35 Batch  121/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.017
Epoch  35 Batch  122/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch  123/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.014
Epoch  35 Batch  124/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  125/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  35 Batch  126/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  35 Batch  127/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.014
Epoch  35 Batch  128/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.015
Epoch  35 Batch  129/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.014
Epoch  35 Batch  130/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.016
Epoch  35 Batch  131/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.018
Epoch  35 Batch  132/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.017
Epoch  35 Batch  133/269 - Train Accuracy:  0.957, Validation Accuracy:  0.964, Loss:  0.014
Epoch  35 Batch  134/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  35 Batch  135/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.014
Epoch  35 Batch  136/269 - Train Accuracy:  0.954, Validation Accuracy:  0.961, Loss:  0.014
Epoch  35 Batch  137/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.014
Epoch  35 Batch  138/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  35 Batch  139/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  35 Batch  140/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  35 Batch  141/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  35 Batch  142/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  143/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.015
Epoch  35 Batch  144/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  145/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  35 Batch  146/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.014
Epoch  35 Batch  147/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.018
Epoch  35 Batch  148/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  35 Batch  149/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.017
Epoch  35 Batch  150/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.015
Epoch  35 Batch  151/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.017
Epoch  35 Batch  152/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  35 Batch  153/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  154/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.017
Epoch  35 Batch  155/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.016
Epoch  35 Batch  156/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  157/269 - Train Accuracy:  0.957, Validation Accuracy:  0.961, Loss:  0.016
Epoch  35 Batch  158/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  159/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.016
Epoch  35 Batch  160/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  35 Batch  161/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  35 Batch  162/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  163/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  35 Batch  164/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.013
Epoch  35 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  35 Batch  166/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  35 Batch  167/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.014
Epoch  35 Batch  168/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.015
Epoch  35 Batch  169/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.012
Epoch  35 Batch  170/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.016
Epoch  35 Batch  171/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  172/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  173/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.012
Epoch  35 Batch  174/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  35 Batch  175/269 - Train Accuracy:  0.959, Validation Accuracy:  0.965, Loss:  0.020
Epoch  35 Batch  176/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  35 Batch  177/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  35 Batch  178/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  179/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  180/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  35 Batch  181/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.016
Epoch  35 Batch  182/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  35 Batch  183/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  35 Batch  184/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.013
Epoch  35 Batch  186/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.010
Epoch  35 Batch  187/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.012
Epoch  35 Batch  188/269 - Train Accuracy:  0.973, Validation Accuracy:  0.952, Loss:  0.016
Epoch  35 Batch  189/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.012
Epoch  35 Batch  190/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.015
Epoch  35 Batch  191/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.013
Epoch  35 Batch  192/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.013
Epoch  35 Batch  193/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.012
Epoch  35 Batch  194/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.012
Epoch  35 Batch  195/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.011
Epoch  35 Batch  196/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.015
Epoch  35 Batch  197/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  35 Batch  198/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  35 Batch  200/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.012
Epoch  35 Batch  201/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.013
Epoch  35 Batch  202/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.015
Epoch  35 Batch  203/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.015
Epoch  35 Batch  204/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.014
Epoch  35 Batch  205/269 - Train Accuracy:  0.971, Validation Accuracy:  0.949, Loss:  0.013
Epoch  35 Batch  206/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.017
Epoch  35 Batch  207/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.014
Epoch  35 Batch  208/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.017
Epoch  35 Batch  209/269 - Train Accuracy:  0.957, Validation Accuracy:  0.947, Loss:  0.017
Epoch  35 Batch  210/269 - Train Accuracy:  0.969, Validation Accuracy:  0.950, Loss:  0.014
Epoch  35 Batch  211/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.017
Epoch  35 Batch  212/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.021
Epoch  35 Batch  213/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.015
Epoch  35 Batch  214/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.016
Epoch  35 Batch  215/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.015
Epoch  35 Batch  216/269 - Train Accuracy:  0.959, Validation Accuracy:  0.964, Loss:  0.019
Epoch  35 Batch  217/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.017
Epoch  35 Batch  218/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.012
Epoch  35 Batch  219/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.013
Epoch  35 Batch  220/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.013
Epoch  35 Batch  221/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.019
Epoch  35 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.014
Epoch  35 Batch  223/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.011
Epoch  35 Batch  224/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.019
Epoch  35 Batch  225/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.013
Epoch  35 Batch  226/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.017
Epoch  35 Batch  227/269 - Train Accuracy:  0.969, Validation Accuracy:  0.950, Loss:  0.018
Epoch  35 Batch  228/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.014
Epoch  35 Batch  229/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.016
Epoch  35 Batch  230/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.017
Epoch  35 Batch  231/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.017
Epoch  35 Batch  232/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.017
Epoch  35 Batch  233/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch  234/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.013
Epoch  35 Batch  235/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  35 Batch  236/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.015
Epoch  35 Batch  237/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.016
Epoch  35 Batch  238/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  35 Batch  239/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.016
Epoch  35 Batch  240/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.016
Epoch  35 Batch  241/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.019
Epoch  35 Batch  242/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.015
Epoch  35 Batch  243/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.014
Epoch  35 Batch  244/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.014
Epoch  35 Batch  245/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.016
Epoch  35 Batch  246/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.017
Epoch  35 Batch  247/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  35 Batch  248/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  35 Batch  249/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.019
Epoch  35 Batch  250/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.019
Epoch  35 Batch  251/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.015
Epoch  35 Batch  252/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  35 Batch  253/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.015
Epoch  35 Batch  254/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.015
Epoch  35 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.013
Epoch  35 Batch  256/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  257/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.018
Epoch  35 Batch  258/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.015
Epoch  35 Batch  259/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch  260/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.016
Epoch  35 Batch  261/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch  262/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch  263/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.017
Epoch  35 Batch  264/269 - Train Accuracy:  0.955, Validation Accuracy:  0.965, Loss:  0.017
Epoch  35 Batch  265/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.016
Epoch  35 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.014
Epoch  35 Batch  267/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.015
Epoch  36 Batch    0/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.016
Epoch  36 Batch    1/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.016
Epoch  36 Batch    2/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.014
Epoch  36 Batch    3/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  36 Batch    4/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.015
Epoch  36 Batch    5/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.015
Epoch  36 Batch    6/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.013
Epoch  36 Batch    7/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.014
Epoch  36 Batch    8/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.014
Epoch  36 Batch    9/269 - Train Accuracy:  0.957, Validation Accuracy:  0.961, Loss:  0.016
Epoch  36 Batch   10/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.015
Epoch  36 Batch   11/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.017
Epoch  36 Batch   12/269 - Train Accuracy:  0.958, Validation Accuracy:  0.960, Loss:  0.018
Epoch  36 Batch   13/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.014
Epoch  36 Batch   14/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.014
Epoch  36 Batch   15/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  36 Batch   16/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.017
Epoch  36 Batch   17/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.011
Epoch  36 Batch   18/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.014
Epoch  36 Batch   19/269 - Train Accuracy:  0.974, Validation Accuracy:  0.954, Loss:  0.011
Epoch  36 Batch   20/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.013
Epoch  36 Batch   21/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.015
Epoch  36 Batch   22/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  36 Batch   23/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.016
Epoch  36 Batch   24/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.014
Epoch  36 Batch   25/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.015
Epoch  36 Batch   26/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch   27/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  36 Batch   28/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.015
Epoch  36 Batch   29/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  36 Batch   30/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.015
Epoch  36 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  36 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.955, Loss:  0.008
Epoch  36 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.955, Loss:  0.011
Epoch  36 Batch   34/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.014
Epoch  36 Batch   35/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.018
Epoch  36 Batch   36/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.014
Epoch  36 Batch   37/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch   38/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.013
Epoch  36 Batch   39/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  36 Batch   40/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  36 Batch   41/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.014
Epoch  36 Batch   42/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch   43/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.015
Epoch  36 Batch   44/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.015
Epoch  36 Batch   45/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch   46/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  36 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  36 Batch   48/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.013
Epoch  36 Batch   49/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.013
Epoch  36 Batch   50/269 - Train Accuracy:  0.956, Validation Accuracy:  0.961, Loss:  0.016
Epoch  36 Batch   51/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch   52/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch   53/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  36 Batch   54/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.014
Epoch  36 Batch   55/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.017
Epoch  36 Batch   56/269 - Train Accuracy:  0.952, Validation Accuracy:  0.962, Loss:  0.016
Epoch  36 Batch   57/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.017
Epoch  36 Batch   58/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.014
Epoch  36 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch   60/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.016
Epoch  36 Batch   61/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.013
Epoch  36 Batch   62/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.015
Epoch  36 Batch   63/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.017
Epoch  36 Batch   64/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  36 Batch   65/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.016
Epoch  36 Batch   66/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.013
Epoch  36 Batch   67/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.015
Epoch  36 Batch   68/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.016
Epoch  36 Batch   69/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.016
Epoch  36 Batch   70/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.015
Epoch  36 Batch   71/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.017
Epoch  36 Batch   72/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.013
Epoch  36 Batch   73/269 - Train Accuracy:  0.957, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch   74/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  36 Batch   75/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.018
Epoch  36 Batch   76/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.018
Epoch  36 Batch   77/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.014
Epoch  36 Batch   78/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.018
Epoch  36 Batch   79/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.016
Epoch  36 Batch   80/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch   81/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  36 Batch   82/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.010
Epoch  36 Batch   83/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.017
Epoch  36 Batch   84/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.012
Epoch  36 Batch   85/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.017
Epoch  36 Batch   86/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.013
Epoch  36 Batch   87/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.013
Epoch  36 Batch   88/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.015
Epoch  36 Batch   89/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.017
Epoch  36 Batch   90/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch   91/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch   92/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch   93/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.013
Epoch  36 Batch   94/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.017
Epoch  36 Batch   95/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  36 Batch   96/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.016
Epoch  36 Batch   97/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.014
Epoch  36 Batch   98/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.017
Epoch  36 Batch   99/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.017
Epoch  36 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.016
Epoch  36 Batch  101/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.018
Epoch  36 Batch  102/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.012
Epoch  36 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  36 Batch  104/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.016
Epoch  36 Batch  105/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.013
Epoch  36 Batch  106/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.015
Epoch  36 Batch  107/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.013
Epoch  36 Batch  108/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.011
Epoch  36 Batch  109/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.014
Epoch  36 Batch  110/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.012
Epoch  36 Batch  111/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.013
Epoch  36 Batch  112/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  36 Batch  113/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch  114/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.011
Epoch  36 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.016
Epoch  36 Batch  116/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  36 Batch  117/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.013
Epoch  36 Batch  118/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.013
Epoch  36 Batch  119/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.017
Epoch  36 Batch  120/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.014
Epoch  36 Batch  121/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.013
Epoch  36 Batch  122/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch  123/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch  124/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  36 Batch  125/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  36 Batch  126/269 - Train Accuracy:  0.957, Validation Accuracy:  0.963, Loss:  0.014
Epoch  36 Batch  127/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.017
Epoch  36 Batch  128/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.015
Epoch  36 Batch  129/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.017
Epoch  36 Batch  130/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.015
Epoch  36 Batch  131/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  36 Batch  132/269 - Train Accuracy:  0.951, Validation Accuracy:  0.962, Loss:  0.019
Epoch  36 Batch  133/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.015
Epoch  36 Batch  134/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch  135/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch  136/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch  137/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch  138/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.015
Epoch  36 Batch  139/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch  140/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.014
Epoch  36 Batch  141/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.017
Epoch  36 Batch  142/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.015
Epoch  36 Batch  143/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch  144/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  36 Batch  145/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  36 Batch  146/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.018
Epoch  36 Batch  147/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.018
Epoch  36 Batch  148/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.015
Epoch  36 Batch  149/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.018
Epoch  36 Batch  150/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.015
Epoch  36 Batch  151/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.016
Epoch  36 Batch  152/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  36 Batch  153/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  36 Batch  154/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.015
Epoch  36 Batch  155/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.015
Epoch  36 Batch  156/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.013
Epoch  36 Batch  157/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.014
Epoch  36 Batch  158/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.015
Epoch  36 Batch  159/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.016
Epoch  36 Batch  160/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.014
Epoch  36 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.015
Epoch  36 Batch  162/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.014
Epoch  36 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.014
Epoch  36 Batch  164/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.016
Epoch  36 Batch  165/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.015
Epoch  36 Batch  166/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.016
Epoch  36 Batch  167/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.016
Epoch  36 Batch  168/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.017
Epoch  36 Batch  169/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.012
Epoch  36 Batch  170/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.016
Epoch  36 Batch  171/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.017
Epoch  36 Batch  172/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  36 Batch  173/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.014
Epoch  36 Batch  174/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.015
Epoch  36 Batch  175/269 - Train Accuracy:  0.954, Validation Accuracy:  0.960, Loss:  0.023
Epoch  36 Batch  176/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  36 Batch  177/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.011
Epoch  36 Batch  178/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.015
Epoch  36 Batch  179/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.011
Epoch  36 Batch  180/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.016
Epoch  36 Batch  181/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.018
Epoch  36 Batch  182/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.018
Epoch  36 Batch  183/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.010
Epoch  36 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.016
Epoch  36 Batch  185/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.015
Epoch  36 Batch  186/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.011
Epoch  36 Batch  187/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.014
Epoch  36 Batch  188/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.016
Epoch  36 Batch  189/269 - Train Accuracy:  0.968, Validation Accuracy:  0.948, Loss:  0.015
Epoch  36 Batch  190/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.016
Epoch  36 Batch  191/269 - Train Accuracy:  0.972, Validation Accuracy:  0.949, Loss:  0.014
Epoch  36 Batch  192/269 - Train Accuracy:  0.971, Validation Accuracy:  0.952, Loss:  0.015
Epoch  36 Batch  193/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.012
Epoch  36 Batch  194/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.015
Epoch  36 Batch  195/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.013
Epoch  36 Batch  196/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.019
Epoch  36 Batch  197/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.016
Epoch  36 Batch  198/269 - Train Accuracy:  0.969, Validation Accuracy:  0.949, Loss:  0.015
Epoch  36 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.014
Epoch  36 Batch  200/269 - Train Accuracy:  0.975, Validation Accuracy:  0.954, Loss:  0.016
Epoch  36 Batch  201/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.014
Epoch  36 Batch  202/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.017
Epoch  36 Batch  203/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.020
Epoch  36 Batch  204/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.014
Epoch  36 Batch  205/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.015
Epoch  36 Batch  206/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.018
Epoch  36 Batch  207/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.018
Epoch  36 Batch  208/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.015
Epoch  36 Batch  209/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.014
Epoch  36 Batch  210/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.018
Epoch  36 Batch  211/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.017
Epoch  36 Batch  212/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.019
Epoch  36 Batch  213/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.017
Epoch  36 Batch  214/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.017
Epoch  36 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.015
Epoch  36 Batch  216/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.020
Epoch  36 Batch  217/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.017
Epoch  36 Batch  218/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.015
Epoch  36 Batch  219/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.016
Epoch  36 Batch  220/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.017
Epoch  36 Batch  221/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.018
Epoch  36 Batch  222/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.015
Epoch  36 Batch  223/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.011
Epoch  36 Batch  224/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.020
Epoch  36 Batch  225/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch  226/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.017
Epoch  36 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.017
Epoch  36 Batch  228/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.015
Epoch  36 Batch  229/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.016
Epoch  36 Batch  230/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  36 Batch  231/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.014
Epoch  36 Batch  232/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.015
Epoch  36 Batch  233/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.014
Epoch  36 Batch  234/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  36 Batch  235/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  36 Batch  236/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch  237/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.015
Epoch  36 Batch  238/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  36 Batch  239/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.013
Epoch  36 Batch  240/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch  241/269 - Train Accuracy:  0.949, Validation Accuracy:  0.962, Loss:  0.018
Epoch  36 Batch  242/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.015
Epoch  36 Batch  243/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.011
Epoch  36 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.013
Epoch  36 Batch  245/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.014
Epoch  36 Batch  246/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.016
Epoch  36 Batch  247/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch  248/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  36 Batch  249/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.016
Epoch  36 Batch  250/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.015
Epoch  36 Batch  251/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.013
Epoch  36 Batch  252/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  36 Batch  253/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch  254/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.014
Epoch  36 Batch  255/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.015
Epoch  36 Batch  256/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.013
Epoch  36 Batch  257/269 - Train Accuracy:  0.952, Validation Accuracy:  0.964, Loss:  0.020
Epoch  36 Batch  258/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  36 Batch  259/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.014
Epoch  36 Batch  260/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.015
Epoch  36 Batch  261/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.014
Epoch  36 Batch  262/269 - Train Accuracy:  0.959, Validation Accuracy:  0.963, Loss:  0.017
Epoch  36 Batch  263/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.016
Epoch  36 Batch  264/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.016
Epoch  36 Batch  265/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.015
Epoch  36 Batch  266/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.011
Epoch  36 Batch  267/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch    0/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.014
Epoch  37 Batch    1/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  37 Batch    2/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.016
Epoch  37 Batch    3/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.012
Epoch  37 Batch    4/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.016
Epoch  37 Batch    5/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  37 Batch    6/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  37 Batch    7/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  37 Batch    8/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  37 Batch    9/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.015
Epoch  37 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.016
Epoch  37 Batch   11/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.017
Epoch  37 Batch   12/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.015
Epoch  37 Batch   13/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.013
Epoch  37 Batch   14/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.012
Epoch  37 Batch   15/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.011
Epoch  37 Batch   16/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.017
Epoch  37 Batch   17/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.011
Epoch  37 Batch   18/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  37 Batch   19/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  37 Batch   20/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  37 Batch   21/269 - Train Accuracy:  0.956, Validation Accuracy:  0.964, Loss:  0.014
Epoch  37 Batch   22/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  37 Batch   23/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.018
Epoch  37 Batch   24/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.016
Epoch  37 Batch   25/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.012
Epoch  37 Batch   26/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  37 Batch   27/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.013
Epoch  37 Batch   28/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.013
Epoch  37 Batch   29/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.014
Epoch  37 Batch   30/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.014
Epoch  37 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.011
Epoch  37 Batch   32/269 - Train Accuracy:  0.974, Validation Accuracy:  0.953, Loss:  0.009
Epoch  37 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.954, Loss:  0.013
Epoch  37 Batch   34/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.014
Epoch  37 Batch   35/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.019
Epoch  37 Batch   36/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.014
Epoch  37 Batch   37/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.011
Epoch  37 Batch   38/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.012
Epoch  37 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.952, Loss:  0.009
Epoch  37 Batch   40/269 - Train Accuracy:  0.966, Validation Accuracy:  0.951, Loss:  0.013
Epoch  37 Batch   41/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.013
Epoch  37 Batch   42/269 - Train Accuracy:  0.971, Validation Accuracy:  0.952, Loss:  0.012
Epoch  37 Batch   43/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.014
Epoch  37 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.952, Loss:  0.013
Epoch  37 Batch   45/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.015
Epoch  37 Batch   46/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.009
Epoch  37 Batch   47/269 - Train Accuracy:  0.975, Validation Accuracy:  0.954, Loss:  0.010
Epoch  37 Batch   48/269 - Train Accuracy:  0.969, Validation Accuracy:  0.951, Loss:  0.013
Epoch  37 Batch   49/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.011
Epoch  37 Batch   50/269 - Train Accuracy:  0.957, Validation Accuracy:  0.961, Loss:  0.017
Epoch  37 Batch   51/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch   52/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.011
Epoch  37 Batch   53/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.015
Epoch  37 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.012
Epoch  37 Batch   55/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.013
Epoch  37 Batch   56/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.014
Epoch  37 Batch   57/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.014
Epoch  37 Batch   58/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.015
Epoch  37 Batch   59/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  37 Batch   60/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  37 Batch   61/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.014
Epoch  37 Batch   62/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  37 Batch   64/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.012
Epoch  37 Batch   65/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  37 Batch   66/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.015
Epoch  37 Batch   67/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.017
Epoch  37 Batch   68/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.014
Epoch  37 Batch   69/269 - Train Accuracy:  0.967, Validation Accuracy:  0.951, Loss:  0.016
Epoch  37 Batch   70/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.013
Epoch  37 Batch   71/269 - Train Accuracy:  0.967, Validation Accuracy:  0.951, Loss:  0.019
Epoch  37 Batch   72/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.013
Epoch  37 Batch   73/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.016
Epoch  37 Batch   74/269 - Train Accuracy:  0.969, Validation Accuracy:  0.951, Loss:  0.014
Epoch  37 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.016
Epoch  37 Batch   76/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.014
Epoch  37 Batch   77/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.012
Epoch  37 Batch   78/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.012
Epoch  37 Batch   79/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.010
Epoch  37 Batch   80/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.010
Epoch  37 Batch   81/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.016
Epoch  37 Batch   82/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.010
Epoch  37 Batch   83/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.014
Epoch  37 Batch   84/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  37 Batch   85/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.012
Epoch  37 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.952, Loss:  0.011
Epoch  37 Batch   87/269 - Train Accuracy:  0.966, Validation Accuracy:  0.949, Loss:  0.014
Epoch  37 Batch   88/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.013
Epoch  37 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.949, Loss:  0.012
Epoch  37 Batch   90/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.013
Epoch  37 Batch   91/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.015
Epoch  37 Batch   92/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.011
Epoch  37 Batch   93/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.010
Epoch  37 Batch   94/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.016
Epoch  37 Batch   95/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.011
Epoch  37 Batch   96/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  37 Batch   97/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  37 Batch   98/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.014
Epoch  37 Batch   99/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  37 Batch  100/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.016
Epoch  37 Batch  101/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.016
Epoch  37 Batch  102/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  37 Batch  103/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.015
Epoch  37 Batch  104/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  37 Batch  105/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.016
Epoch  37 Batch  106/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  37 Batch  107/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.016
Epoch  37 Batch  108/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.013
Epoch  37 Batch  109/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.013
Epoch  37 Batch  110/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  37 Batch  111/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.013
Epoch  37 Batch  112/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.015
Epoch  37 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  37 Batch  114/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.010
Epoch  37 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  37 Batch  116/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch  117/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  37 Batch  118/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  37 Batch  119/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.016
Epoch  37 Batch  120/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.017
Epoch  37 Batch  121/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  37 Batch  122/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.014
Epoch  37 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch  124/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  37 Batch  125/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.012
Epoch  37 Batch  126/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.014
Epoch  37 Batch  127/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.014
Epoch  37 Batch  128/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.014
Epoch  37 Batch  129/269 - Train Accuracy:  0.956, Validation Accuracy:  0.965, Loss:  0.016
Epoch  37 Batch  130/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.015
Epoch  37 Batch  131/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.015
Epoch  37 Batch  132/269 - Train Accuracy:  0.955, Validation Accuracy:  0.960, Loss:  0.015
Epoch  37 Batch  133/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.016
Epoch  37 Batch  134/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.014
Epoch  37 Batch  135/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  37 Batch  136/269 - Train Accuracy:  0.959, Validation Accuracy:  0.963, Loss:  0.013
Epoch  37 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.015
Epoch  37 Batch  138/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.014
Epoch  37 Batch  139/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  37 Batch  140/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.016
Epoch  37 Batch  141/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.015
Epoch  37 Batch  142/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.014
Epoch  37 Batch  143/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.016
Epoch  37 Batch  144/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.015
Epoch  37 Batch  145/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  37 Batch  146/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.012
Epoch  37 Batch  147/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  37 Batch  148/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.014
Epoch  37 Batch  149/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.018
Epoch  37 Batch  150/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  37 Batch  151/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.017
Epoch  37 Batch  152/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.013
Epoch  37 Batch  153/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  37 Batch  154/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  37 Batch  155/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.015
Epoch  37 Batch  156/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  37 Batch  157/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  37 Batch  158/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  37 Batch  159/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.013
Epoch  37 Batch  160/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.014
Epoch  37 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.955, Loss:  0.010
Epoch  37 Batch  162/269 - Train Accuracy:  0.974, Validation Accuracy:  0.953, Loss:  0.013
Epoch  37 Batch  163/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.011
Epoch  37 Batch  164/269 - Train Accuracy:  0.966, Validation Accuracy:  0.952, Loss:  0.014
Epoch  37 Batch  165/269 - Train Accuracy:  0.970, Validation Accuracy:  0.951, Loss:  0.012
Epoch  37 Batch  166/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.011
Epoch  37 Batch  167/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.014
Epoch  37 Batch  168/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.017
Epoch  37 Batch  169/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.013
Epoch  37 Batch  170/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.015
Epoch  37 Batch  171/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.015
Epoch  37 Batch  172/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.015
Epoch  37 Batch  173/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.013
Epoch  37 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  37 Batch  175/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.020
Epoch  37 Batch  176/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.015
Epoch  37 Batch  177/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch  178/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.015
Epoch  37 Batch  179/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  37 Batch  180/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch  181/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.018
Epoch  37 Batch  182/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  37 Batch  183/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  37 Batch  184/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  37 Batch  185/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.013
Epoch  37 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.010
Epoch  37 Batch  187/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.014
Epoch  37 Batch  188/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.014
Epoch  37 Batch  189/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.016
Epoch  37 Batch  190/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.014
Epoch  37 Batch  191/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.013
Epoch  37 Batch  192/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.014
Epoch  37 Batch  193/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.013
Epoch  37 Batch  194/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  37 Batch  195/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.015
Epoch  37 Batch  196/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.016
Epoch  37 Batch  197/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  37 Batch  198/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  37 Batch  199/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.016
Epoch  37 Batch  200/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.013
Epoch  37 Batch  201/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.014
Epoch  37 Batch  202/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.016
Epoch  37 Batch  203/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.018
Epoch  37 Batch  204/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.015
Epoch  37 Batch  205/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.014
Epoch  37 Batch  206/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.014
Epoch  37 Batch  207/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.013
Epoch  37 Batch  208/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.013
Epoch  37 Batch  209/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.013
Epoch  37 Batch  210/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.016
Epoch  37 Batch  211/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.016
Epoch  37 Batch  212/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.017
Epoch  37 Batch  213/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.023
Epoch  37 Batch  214/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.024
Epoch  37 Batch  215/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.017
Epoch  37 Batch  216/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.020
Epoch  37 Batch  217/269 - Train Accuracy:  0.945, Validation Accuracy:  0.959, Loss:  0.021
Epoch  37 Batch  218/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.016
Epoch  37 Batch  219/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.017
Epoch  37 Batch  220/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.016
Epoch  37 Batch  221/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.017
Epoch  37 Batch  222/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.018
Epoch  37 Batch  223/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.014
Epoch  37 Batch  224/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.025
Epoch  37 Batch  225/269 - Train Accuracy:  0.957, Validation Accuracy:  0.963, Loss:  0.018
Epoch  37 Batch  226/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.017
Epoch  37 Batch  227/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.020
Epoch  37 Batch  228/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.016
Epoch  37 Batch  229/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.018
Epoch  37 Batch  230/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.015
Epoch  37 Batch  231/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.016
Epoch  37 Batch  232/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.018
Epoch  37 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.015
Epoch  37 Batch  234/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  37 Batch  235/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  37 Batch  236/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.014
Epoch  37 Batch  237/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  37 Batch  238/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.015
Epoch  37 Batch  239/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.015
Epoch  37 Batch  240/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch  241/269 - Train Accuracy:  0.957, Validation Accuracy:  0.965, Loss:  0.018
Epoch  37 Batch  242/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  37 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.012
Epoch  37 Batch  244/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.014
Epoch  37 Batch  245/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.015
Epoch  37 Batch  246/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.017
Epoch  37 Batch  247/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.017
Epoch  37 Batch  248/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.013
Epoch  37 Batch  249/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  37 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.953, Loss:  0.016
Epoch  37 Batch  251/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.013
Epoch  37 Batch  252/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.011
Epoch  37 Batch  253/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.016
Epoch  37 Batch  254/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.016
Epoch  37 Batch  255/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.016
Epoch  37 Batch  256/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  37 Batch  257/269 - Train Accuracy:  0.952, Validation Accuracy:  0.957, Loss:  0.019
Epoch  37 Batch  258/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.014
Epoch  37 Batch  259/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.016
Epoch  37 Batch  260/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.016
Epoch  37 Batch  261/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.011
Epoch  37 Batch  262/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.017
Epoch  37 Batch  263/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.015
Epoch  37 Batch  264/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.018
Epoch  37 Batch  265/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  37 Batch  266/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.013
Epoch  37 Batch  267/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch    0/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch    1/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.014
Epoch  38 Batch    2/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.017
Epoch  38 Batch    3/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  38 Batch    4/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.013
Epoch  38 Batch    5/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.015
Epoch  38 Batch    6/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.012
Epoch  38 Batch    7/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.015
Epoch  38 Batch    8/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  38 Batch    9/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.015
Epoch  38 Batch   10/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.013
Epoch  38 Batch   11/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch   12/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch   13/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.014
Epoch  38 Batch   14/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.013
Epoch  38 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  38 Batch   16/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  38 Batch   17/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.016
Epoch  38 Batch   18/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.016
Epoch  38 Batch   19/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.013
Epoch  38 Batch   20/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.012
Epoch  38 Batch   21/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.015
Epoch  38 Batch   22/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.016
Epoch  38 Batch   23/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.018
Epoch  38 Batch   24/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.011
Epoch  38 Batch   25/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  38 Batch   26/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.015
Epoch  38 Batch   27/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch   28/269 - Train Accuracy:  0.958, Validation Accuracy:  0.963, Loss:  0.015
Epoch  38 Batch   29/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.013
Epoch  38 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.015
Epoch  38 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  38 Batch   32/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  38 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  38 Batch   34/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  38 Batch   35/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.017
Epoch  38 Batch   36/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.013
Epoch  38 Batch   37/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.014
Epoch  38 Batch   38/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.013
Epoch  38 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.009
Epoch  38 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.014
Epoch  38 Batch   41/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch   42/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  38 Batch   43/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.015
Epoch  38 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  38 Batch   45/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch   46/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.010
Epoch  38 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.009
Epoch  38 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch   49/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  38 Batch   50/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.019
Epoch  38 Batch   51/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  38 Batch   52/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  38 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch   54/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  38 Batch   55/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.015
Epoch  38 Batch   56/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.015
Epoch  38 Batch   57/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.016
Epoch  38 Batch   58/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.013
Epoch  38 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.009
Epoch  38 Batch   60/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.015
Epoch  38 Batch   61/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.011
Epoch  38 Batch   62/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch   63/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.016
Epoch  38 Batch   64/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  38 Batch   65/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.012
Epoch  38 Batch   66/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.013
Epoch  38 Batch   67/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.015
Epoch  38 Batch   68/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.015
Epoch  38 Batch   69/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.017
Epoch  38 Batch   70/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.015
Epoch  38 Batch   71/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.019
Epoch  38 Batch   72/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.015
Epoch  38 Batch   73/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.014
Epoch  38 Batch   74/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  38 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.018
Epoch  38 Batch   76/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.013
Epoch  38 Batch   77/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.013
Epoch  38 Batch   78/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.014
Epoch  38 Batch   79/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.013
Epoch  38 Batch   80/269 - Train Accuracy:  0.974, Validation Accuracy:  0.956, Loss:  0.012
Epoch  38 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.013
Epoch  38 Batch   82/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  38 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.015
Epoch  38 Batch   84/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.013
Epoch  38 Batch   85/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.011
Epoch  38 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  38 Batch   87/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  38 Batch   88/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.011
Epoch  38 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.013
Epoch  38 Batch   90/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.012
Epoch  38 Batch   91/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.011
Epoch  38 Batch   92/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  38 Batch   93/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.011
Epoch  38 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.015
Epoch  38 Batch   95/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.013
Epoch  38 Batch   96/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.014
Epoch  38 Batch   97/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  38 Batch   98/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  38 Batch   99/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  38 Batch  100/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  38 Batch  101/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.016
Epoch  38 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.014
Epoch  38 Batch  103/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.015
Epoch  38 Batch  104/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.013
Epoch  38 Batch  105/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.015
Epoch  38 Batch  106/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  38 Batch  107/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.014
Epoch  38 Batch  109/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.015
Epoch  38 Batch  110/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  38 Batch  111/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.012
Epoch  38 Batch  112/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.013
Epoch  38 Batch  113/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.012
Epoch  38 Batch  114/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.012
Epoch  38 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.015
Epoch  38 Batch  116/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.010
Epoch  38 Batch  117/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.014
Epoch  38 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.955, Loss:  0.010
Epoch  38 Batch  119/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.015
Epoch  38 Batch  120/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.013
Epoch  38 Batch  121/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  38 Batch  122/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.017
Epoch  38 Batch  123/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  124/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.012
Epoch  38 Batch  125/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  38 Batch  126/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  38 Batch  127/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.014
Epoch  38 Batch  128/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.015
Epoch  38 Batch  129/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.015
Epoch  38 Batch  130/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.016
Epoch  38 Batch  131/269 - Train Accuracy:  0.956, Validation Accuracy:  0.960, Loss:  0.017
Epoch  38 Batch  132/269 - Train Accuracy:  0.955, Validation Accuracy:  0.960, Loss:  0.018
Epoch  38 Batch  133/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.013
Epoch  38 Batch  134/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  38 Batch  135/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  38 Batch  136/269 - Train Accuracy:  0.956, Validation Accuracy:  0.960, Loss:  0.018
Epoch  38 Batch  137/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  38 Batch  138/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  38 Batch  139/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  38 Batch  140/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.015
Epoch  38 Batch  141/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  38 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.015
Epoch  38 Batch  143/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.014
Epoch  38 Batch  144/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.014
Epoch  38 Batch  145/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.012
Epoch  38 Batch  146/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.013
Epoch  38 Batch  147/269 - Train Accuracy:  0.969, Validation Accuracy:  0.951, Loss:  0.014
Epoch  38 Batch  148/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.015
Epoch  38 Batch  149/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.015
Epoch  38 Batch  150/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  38 Batch  151/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.015
Epoch  38 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.011
Epoch  38 Batch  153/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.012
Epoch  38 Batch  154/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.013
Epoch  38 Batch  155/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.016
Epoch  38 Batch  156/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.011
Epoch  38 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  38 Batch  158/269 - Train Accuracy:  0.957, Validation Accuracy:  0.964, Loss:  0.014
Epoch  38 Batch  159/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.013
Epoch  38 Batch  160/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.015
Epoch  38 Batch  161/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  38 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.011
Epoch  38 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.012
Epoch  38 Batch  164/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.012
Epoch  38 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.012
Epoch  38 Batch  166/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  167/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.014
Epoch  38 Batch  168/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch  169/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.011
Epoch  38 Batch  170/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  38 Batch  171/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.013
Epoch  38 Batch  172/269 - Train Accuracy:  0.973, Validation Accuracy:  0.952, Loss:  0.014
Epoch  38 Batch  173/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.013
Epoch  38 Batch  174/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.013
Epoch  38 Batch  175/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.020
Epoch  38 Batch  176/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  177/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.012
Epoch  38 Batch  178/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.014
Epoch  38 Batch  179/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch  180/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  38 Batch  181/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.015
Epoch  38 Batch  182/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.013
Epoch  38 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.015
Epoch  38 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  38 Batch  185/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  38 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.010
Epoch  38 Batch  187/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch  188/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.015
Epoch  38 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.013
Epoch  38 Batch  190/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.013
Epoch  38 Batch  191/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  38 Batch  193/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch  194/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  38 Batch  195/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  38 Batch  196/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.015
Epoch  38 Batch  197/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.013
Epoch  38 Batch  198/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.014
Epoch  38 Batch  199/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.014
Epoch  38 Batch  200/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.013
Epoch  38 Batch  201/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  38 Batch  202/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  38 Batch  203/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.015
Epoch  38 Batch  204/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.012
Epoch  38 Batch  205/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.015
Epoch  38 Batch  206/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.018
Epoch  38 Batch  207/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.014
Epoch  38 Batch  208/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch  209/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.015
Epoch  38 Batch  210/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.012
Epoch  38 Batch  211/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.016
Epoch  38 Batch  212/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch  213/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  214/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.013
Epoch  38 Batch  215/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  216/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch  217/269 - Train Accuracy:  0.951, Validation Accuracy:  0.958, Loss:  0.017
Epoch  38 Batch  218/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.013
Epoch  38 Batch  219/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.016
Epoch  38 Batch  220/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.015
Epoch  38 Batch  221/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.016
Epoch  38 Batch  222/269 - Train Accuracy:  0.976, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  223/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  38 Batch  224/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.017
Epoch  38 Batch  225/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.014
Epoch  38 Batch  226/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  38 Batch  227/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.015
Epoch  38 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.011
Epoch  38 Batch  229/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.013
Epoch  38 Batch  231/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  232/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.015
Epoch  38 Batch  233/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.014
Epoch  38 Batch  234/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  38 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  38 Batch  236/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.014
Epoch  38 Batch  237/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.014
Epoch  38 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  38 Batch  239/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.014
Epoch  38 Batch  240/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  38 Batch  241/269 - Train Accuracy:  0.955, Validation Accuracy:  0.961, Loss:  0.017
Epoch  38 Batch  242/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  38 Batch  243/269 - Train Accuracy:  0.977, Validation Accuracy:  0.954, Loss:  0.012
Epoch  38 Batch  244/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.018
Epoch  38 Batch  245/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.015
Epoch  38 Batch  246/269 - Train Accuracy:  0.952, Validation Accuracy:  0.955, Loss:  0.016
Epoch  38 Batch  247/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.012
Epoch  38 Batch  248/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.012
Epoch  38 Batch  249/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.013
Epoch  38 Batch  250/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.017
Epoch  38 Batch  251/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  38 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  38 Batch  253/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  38 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.013
Epoch  38 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  38 Batch  256/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.014
Epoch  38 Batch  257/269 - Train Accuracy:  0.954, Validation Accuracy:  0.962, Loss:  0.015
Epoch  38 Batch  258/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.011
Epoch  38 Batch  259/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  38 Batch  260/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.016
Epoch  38 Batch  261/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  38 Batch  262/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  38 Batch  263/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  38 Batch  264/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.018
Epoch  38 Batch  265/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  38 Batch  266/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.011
Epoch  38 Batch  267/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.014
Epoch  39 Batch    0/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.016
Epoch  39 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.013
Epoch  39 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  39 Batch    3/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  39 Batch    4/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.014
Epoch  39 Batch    5/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  39 Batch    6/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  39 Batch    7/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  39 Batch    8/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.013
Epoch  39 Batch    9/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.014
Epoch  39 Batch   10/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  39 Batch   11/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.014
Epoch  39 Batch   12/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.017
Epoch  39 Batch   13/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  39 Batch   14/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  39 Batch   15/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  39 Batch   16/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.017
Epoch  39 Batch   17/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.013
Epoch  39 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.014
Epoch  39 Batch   19/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  39 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.012
Epoch  39 Batch   21/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.014
Epoch  39 Batch   22/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.014
Epoch  39 Batch   23/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.017
Epoch  39 Batch   24/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.015
Epoch  39 Batch   25/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  39 Batch   26/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.013
Epoch  39 Batch   27/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.012
Epoch  39 Batch   28/269 - Train Accuracy:  0.953, Validation Accuracy:  0.962, Loss:  0.012
Epoch  39 Batch   29/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  39 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.016
Epoch  39 Batch   31/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  39 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  39 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.011
Epoch  39 Batch   34/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.015
Epoch  39 Batch   35/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.017
Epoch  39 Batch   36/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.012
Epoch  39 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.013
Epoch  39 Batch   38/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.013
Epoch  39 Batch   39/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.008
Epoch  39 Batch   40/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.019
Epoch  39 Batch   41/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.015
Epoch  39 Batch   42/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  39 Batch   43/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  39 Batch   44/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.016
Epoch  39 Batch   45/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  39 Batch   47/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  39 Batch   48/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.009
Epoch  39 Batch   49/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  39 Batch   50/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.017
Epoch  39 Batch   51/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  39 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  39 Batch   53/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.015
Epoch  39 Batch   54/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  39 Batch   55/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.015
Epoch  39 Batch   56/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.014
Epoch  39 Batch   57/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.016
Epoch  39 Batch   58/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  39 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.011
Epoch  39 Batch   60/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.015
Epoch  39 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch   62/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.014
Epoch  39 Batch   63/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  39 Batch   64/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  39 Batch   65/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.011
Epoch  39 Batch   66/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.013
Epoch  39 Batch   67/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.017
Epoch  39 Batch   68/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.014
Epoch  39 Batch   69/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.015
Epoch  39 Batch   70/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.018
Epoch  39 Batch   72/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.016
Epoch  39 Batch   73/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch   74/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch   75/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.018
Epoch  39 Batch   76/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.013
Epoch  39 Batch   77/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.016
Epoch  39 Batch   78/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch   79/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.014
Epoch  39 Batch   80/269 - Train Accuracy:  0.969, Validation Accuracy:  0.951, Loss:  0.014
Epoch  39 Batch   81/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.020
Epoch  39 Batch   82/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.014
Epoch  39 Batch   83/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.016
Epoch  39 Batch   84/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.015
Epoch  39 Batch   85/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.016
Epoch  39 Batch   86/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.015
Epoch  39 Batch   87/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.019
Epoch  39 Batch   88/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.016
Epoch  39 Batch   89/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.014
Epoch  39 Batch   90/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.013
Epoch  39 Batch   91/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.014
Epoch  39 Batch   92/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.016
Epoch  39 Batch   93/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.014
Epoch  39 Batch   94/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.019
Epoch  39 Batch   95/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.014
Epoch  39 Batch   96/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.017
Epoch  39 Batch   97/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.017
Epoch  39 Batch   98/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.017
Epoch  39 Batch   99/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.012
Epoch  39 Batch  100/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.017
Epoch  39 Batch  101/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.020
Epoch  39 Batch  102/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.017
Epoch  39 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.019
Epoch  39 Batch  104/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.016
Epoch  39 Batch  105/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.014
Epoch  39 Batch  106/269 - Train Accuracy:  0.966, Validation Accuracy:  0.949, Loss:  0.016
Epoch  39 Batch  107/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.014
Epoch  39 Batch  108/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.017
Epoch  39 Batch  109/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.017
Epoch  39 Batch  110/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.013
Epoch  39 Batch  111/269 - Train Accuracy:  0.961, Validation Accuracy:  0.944, Loss:  0.017
Epoch  39 Batch  112/269 - Train Accuracy:  0.961, Validation Accuracy:  0.944, Loss:  0.015
Epoch  39 Batch  113/269 - Train Accuracy:  0.959, Validation Accuracy:  0.943, Loss:  0.016
Epoch  39 Batch  114/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.016
Epoch  39 Batch  115/269 - Train Accuracy:  0.963, Validation Accuracy:  0.946, Loss:  0.017
Epoch  39 Batch  116/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.019
Epoch  39 Batch  117/269 - Train Accuracy:  0.971, Validation Accuracy:  0.951, Loss:  0.015
Epoch  39 Batch  118/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.013
Epoch  39 Batch  119/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.017
Epoch  39 Batch  120/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.019
Epoch  39 Batch  121/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.013
Epoch  39 Batch  122/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.023
Epoch  39 Batch  123/269 - Train Accuracy:  0.948, Validation Accuracy:  0.954, Loss:  0.024
Epoch  39 Batch  124/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.017
Epoch  39 Batch  125/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.012
Epoch  39 Batch  126/269 - Train Accuracy:  0.951, Validation Accuracy:  0.957, Loss:  0.020
Epoch  39 Batch  127/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.018
Epoch  39 Batch  128/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.018
Epoch  39 Batch  129/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.016
Epoch  39 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.017
Epoch  39 Batch  131/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.019
Epoch  39 Batch  132/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.019
Epoch  39 Batch  133/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.017
Epoch  39 Batch  134/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.016
Epoch  39 Batch  135/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  39 Batch  136/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.014
Epoch  39 Batch  137/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.017
Epoch  39 Batch  138/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.012
Epoch  39 Batch  139/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.011
Epoch  39 Batch  140/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.012
Epoch  39 Batch  141/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.015
Epoch  39 Batch  142/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.017
Epoch  39 Batch  143/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.015
Epoch  39 Batch  144/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.016
Epoch  39 Batch  145/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  39 Batch  146/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.014
Epoch  39 Batch  147/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.016
Epoch  39 Batch  148/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.012
Epoch  39 Batch  149/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.018
Epoch  39 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.014
Epoch  39 Batch  151/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.019
Epoch  39 Batch  152/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.015
Epoch  39 Batch  153/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.014
Epoch  39 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.014
Epoch  39 Batch  155/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.017
Epoch  39 Batch  156/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  39 Batch  157/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.015
Epoch  39 Batch  158/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch  159/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.017
Epoch  39 Batch  160/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.014
Epoch  39 Batch  161/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch  162/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.012
Epoch  39 Batch  163/269 - Train Accuracy:  0.970, Validation Accuracy:  0.951, Loss:  0.014
Epoch  39 Batch  164/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.016
Epoch  39 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.951, Loss:  0.016
Epoch  39 Batch  166/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.015
Epoch  39 Batch  167/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.019
Epoch  39 Batch  168/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.015
Epoch  39 Batch  169/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.015
Epoch  39 Batch  170/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.016
Epoch  39 Batch  171/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.018
Epoch  39 Batch  172/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.016
Epoch  39 Batch  173/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.016
Epoch  39 Batch  174/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  39 Batch  175/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.025
Epoch  39 Batch  176/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  39 Batch  177/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  39 Batch  178/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.018
Epoch  39 Batch  179/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.014
Epoch  39 Batch  180/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.013
Epoch  39 Batch  181/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.019
Epoch  39 Batch  182/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.015
Epoch  39 Batch  183/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.013
Epoch  39 Batch  184/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch  185/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch  186/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.011
Epoch  39 Batch  187/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch  188/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.014
Epoch  39 Batch  189/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.013
Epoch  39 Batch  190/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.012
Epoch  39 Batch  191/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.015
Epoch  39 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.010
Epoch  39 Batch  193/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  39 Batch  194/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.014
Epoch  39 Batch  195/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.011
Epoch  39 Batch  196/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch  197/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.013
Epoch  39 Batch  198/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.015
Epoch  39 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.017
Epoch  39 Batch  200/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.013
Epoch  39 Batch  201/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.016
Epoch  39 Batch  202/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.014
Epoch  39 Batch  203/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.016
Epoch  39 Batch  204/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.015
Epoch  39 Batch  206/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.016
Epoch  39 Batch  207/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.014
Epoch  39 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.015
Epoch  39 Batch  209/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.016
Epoch  39 Batch  210/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.012
Epoch  39 Batch  211/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.015
Epoch  39 Batch  212/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.016
Epoch  39 Batch  213/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.015
Epoch  39 Batch  214/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.014
Epoch  39 Batch  215/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.014
Epoch  39 Batch  216/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.019
Epoch  39 Batch  217/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.014
Epoch  39 Batch  218/269 - Train Accuracy:  0.972, Validation Accuracy:  0.952, Loss:  0.012
Epoch  39 Batch  219/269 - Train Accuracy:  0.972, Validation Accuracy:  0.950, Loss:  0.014
Epoch  39 Batch  220/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.013
Epoch  39 Batch  221/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.014
Epoch  39 Batch  222/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.010
Epoch  39 Batch  223/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.013
Epoch  39 Batch  224/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.019
Epoch  39 Batch  225/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.019
Epoch  39 Batch  226/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.016
Epoch  39 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.015
Epoch  39 Batch  228/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  39 Batch  229/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  39 Batch  230/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.014
Epoch  39 Batch  231/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch  232/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.014
Epoch  39 Batch  233/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.013
Epoch  39 Batch  234/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.011
Epoch  39 Batch  235/269 - Train Accuracy:  0.971, Validation Accuracy:  0.949, Loss:  0.009
Epoch  39 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.949, Loss:  0.015
Epoch  39 Batch  237/269 - Train Accuracy:  0.965, Validation Accuracy:  0.948, Loss:  0.014
Epoch  39 Batch  238/269 - Train Accuracy:  0.967, Validation Accuracy:  0.948, Loss:  0.016
Epoch  39 Batch  239/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.013
Epoch  39 Batch  240/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.013
Epoch  39 Batch  241/269 - Train Accuracy:  0.950, Validation Accuracy:  0.955, Loss:  0.019
Epoch  39 Batch  242/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.012
Epoch  39 Batch  243/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.012
Epoch  39 Batch  244/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.017
Epoch  39 Batch  245/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.012
Epoch  39 Batch  246/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.015
Epoch  39 Batch  247/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.010
Epoch  39 Batch  249/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  39 Batch  250/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.018
Epoch  39 Batch  251/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  39 Batch  252/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  39 Batch  253/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch  254/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.017
Epoch  39 Batch  255/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.015
Epoch  39 Batch  256/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.016
Epoch  39 Batch  257/269 - Train Accuracy:  0.955, Validation Accuracy:  0.960, Loss:  0.019
Epoch  39 Batch  258/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  39 Batch  259/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.013
Epoch  39 Batch  260/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.014
Epoch  39 Batch  261/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch  262/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.016
Epoch  39 Batch  263/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch  264/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.018
Epoch  39 Batch  265/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.014
Epoch  39 Batch  266/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.011
Epoch  39 Batch  267/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.016
Epoch  40 Batch    0/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.016
Epoch  40 Batch    1/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.019
Epoch  40 Batch    2/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.018
Epoch  40 Batch    3/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.013
Epoch  40 Batch    4/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.015
Epoch  40 Batch    5/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.014
Epoch  40 Batch    6/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.013
Epoch  40 Batch    7/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch    8/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  40 Batch    9/269 - Train Accuracy:  0.957, Validation Accuracy:  0.962, Loss:  0.016
Epoch  40 Batch   10/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  40 Batch   11/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.017
Epoch  40 Batch   12/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.017
Epoch  40 Batch   13/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  40 Batch   14/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  40 Batch   15/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  40 Batch   16/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.017
Epoch  40 Batch   17/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch   18/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  40 Batch   19/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.010
Epoch  40 Batch   20/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch   21/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.017
Epoch  40 Batch   22/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  40 Batch   23/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.017
Epoch  40 Batch   24/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.018
Epoch  40 Batch   25/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.013
Epoch  40 Batch   26/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch   27/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.013
Epoch  40 Batch   28/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.013
Epoch  40 Batch   29/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  40 Batch   30/269 - Train Accuracy:  0.956, Validation Accuracy:  0.961, Loss:  0.014
Epoch  40 Batch   31/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch   32/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.013
Epoch  40 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  40 Batch   34/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.014
Epoch  40 Batch   35/269 - Train Accuracy:  0.960, Validation Accuracy:  0.966, Loss:  0.018
Epoch  40 Batch   36/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.014
Epoch  40 Batch   37/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  40 Batch   38/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.015
Epoch  40 Batch   39/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.010
Epoch  40 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.012
Epoch  40 Batch   41/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.012
Epoch  40 Batch   42/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch   43/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  40 Batch   44/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  40 Batch   45/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.013
Epoch  40 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch   47/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  40 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  40 Batch   49/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  40 Batch   50/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.016
Epoch  40 Batch   51/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.013
Epoch  40 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  40 Batch   53/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.014
Epoch  40 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.014
Epoch  40 Batch   55/269 - Train Accuracy:  0.955, Validation Accuracy:  0.964, Loss:  0.013
Epoch  40 Batch   56/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.014
Epoch  40 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.015
Epoch  40 Batch   58/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.014
Epoch  40 Batch   59/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  40 Batch   60/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.015
Epoch  40 Batch   61/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch   62/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.013
Epoch  40 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.014
Epoch  40 Batch   64/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  40 Batch   65/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  40 Batch   66/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.013
Epoch  40 Batch   67/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.015
Epoch  40 Batch   68/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.013
Epoch  40 Batch   69/269 - Train Accuracy:  0.959, Validation Accuracy:  0.965, Loss:  0.016
Epoch  40 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.012
Epoch  40 Batch   71/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.014
Epoch  40 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  40 Batch   73/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  40 Batch   74/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  40 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.013
Epoch  40 Batch   76/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.012
Epoch  40 Batch   77/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  40 Batch   78/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch   79/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.013
Epoch  40 Batch   80/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  40 Batch   82/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  40 Batch   83/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  40 Batch   84/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.013
Epoch  40 Batch   85/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.013
Epoch  40 Batch   86/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.010
Epoch  40 Batch   87/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.013
Epoch  40 Batch   88/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  40 Batch   89/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  40 Batch   90/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.013
Epoch  40 Batch   91/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.013
Epoch  40 Batch   93/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch   94/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.015
Epoch  40 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  40 Batch   96/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch   97/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  40 Batch   98/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.013
Epoch  40 Batch   99/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  40 Batch  100/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.013
Epoch  40 Batch  101/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.016
Epoch  40 Batch  102/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.011
Epoch  40 Batch  103/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  40 Batch  104/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.014
Epoch  40 Batch  105/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.012
Epoch  40 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.013
Epoch  40 Batch  107/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.012
Epoch  40 Batch  108/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.011
Epoch  40 Batch  109/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.013
Epoch  40 Batch  110/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.011
Epoch  40 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  40 Batch  112/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.014
Epoch  40 Batch  113/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.012
Epoch  40 Batch  114/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  40 Batch  115/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.011
Epoch  40 Batch  117/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  40 Batch  118/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.011
Epoch  40 Batch  119/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.013
Epoch  40 Batch  120/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  40 Batch  121/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.010
Epoch  40 Batch  122/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.013
Epoch  40 Batch  123/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.014
Epoch  40 Batch  124/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  40 Batch  125/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  40 Batch  126/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  40 Batch  127/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.013
Epoch  40 Batch  128/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.014
Epoch  40 Batch  129/269 - Train Accuracy:  0.960, Validation Accuracy:  0.965, Loss:  0.014
Epoch  40 Batch  130/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.014
Epoch  40 Batch  131/269 - Train Accuracy:  0.958, Validation Accuracy:  0.963, Loss:  0.018
Epoch  40 Batch  132/269 - Train Accuracy:  0.952, Validation Accuracy:  0.963, Loss:  0.018
Epoch  40 Batch  133/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.012
Epoch  40 Batch  134/269 - Train Accuracy:  0.958, Validation Accuracy:  0.963, Loss:  0.012
Epoch  40 Batch  135/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  40 Batch  136/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.016
Epoch  40 Batch  137/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.014
Epoch  40 Batch  138/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  40 Batch  139/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch  140/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch  141/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.014
Epoch  40 Batch  142/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.013
Epoch  40 Batch  143/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.015
Epoch  40 Batch  144/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.010
Epoch  40 Batch  145/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.010
Epoch  40 Batch  146/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  40 Batch  147/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.014
Epoch  40 Batch  148/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.013
Epoch  40 Batch  149/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.015
Epoch  40 Batch  150/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch  151/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.014
Epoch  40 Batch  152/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.014
Epoch  40 Batch  153/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.013
Epoch  40 Batch  154/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.014
Epoch  40 Batch  155/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.017
Epoch  40 Batch  156/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch  157/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch  158/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.014
Epoch  40 Batch  159/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch  160/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch  161/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.011
Epoch  40 Batch  162/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  40 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  40 Batch  164/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch  165/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  40 Batch  166/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.012
Epoch  40 Batch  167/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.015
Epoch  40 Batch  168/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  40 Batch  169/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.010
Epoch  40 Batch  170/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch  171/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.011
Epoch  40 Batch  172/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  40 Batch  173/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.010
Epoch  40 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  40 Batch  175/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.020
Epoch  40 Batch  176/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  40 Batch  177/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  40 Batch  178/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  40 Batch  179/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  40 Batch  180/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  40 Batch  181/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.015
Epoch  40 Batch  182/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  40 Batch  183/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  40 Batch  185/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  40 Batch  186/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  40 Batch  187/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  40 Batch  188/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  40 Batch  189/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  40 Batch  190/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.010
Epoch  40 Batch  191/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  40 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.008
Epoch  40 Batch  193/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.009
Epoch  40 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.010
Epoch  40 Batch  195/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.012
Epoch  40 Batch  196/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.014
Epoch  40 Batch  197/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.009
Epoch  40 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.012
Epoch  40 Batch  199/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.012
Epoch  40 Batch  200/269 - Train Accuracy:  0.976, Validation Accuracy:  0.953, Loss:  0.009
Epoch  40 Batch  201/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.011
Epoch  40 Batch  202/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.013
Epoch  40 Batch  203/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.015
Epoch  40 Batch  204/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.012
Epoch  40 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.011
Epoch  40 Batch  206/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.014
Epoch  40 Batch  207/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.011
Epoch  40 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.952, Loss:  0.013
Epoch  40 Batch  209/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.012
Epoch  40 Batch  210/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  40 Batch  211/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.015
Epoch  40 Batch  212/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.015
Epoch  40 Batch  213/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.010
Epoch  40 Batch  214/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch  215/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.011
Epoch  40 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.016
Epoch  40 Batch  217/269 - Train Accuracy:  0.955, Validation Accuracy:  0.961, Loss:  0.014
Epoch  40 Batch  218/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.010
Epoch  40 Batch  219/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  40 Batch  220/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.012
Epoch  40 Batch  221/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.014
Epoch  40 Batch  222/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  40 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  40 Batch  224/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.015
Epoch  40 Batch  225/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.013
Epoch  40 Batch  226/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  40 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.015
Epoch  40 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  40 Batch  229/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  40 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  40 Batch  231/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.016
Epoch  40 Batch  232/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.012
Epoch  40 Batch  234/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.011
Epoch  40 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch  236/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch  237/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.013
Epoch  40 Batch  238/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.010
Epoch  40 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  40 Batch  240/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  40 Batch  241/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.013
Epoch  40 Batch  242/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  40 Batch  243/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  40 Batch  244/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.011
Epoch  40 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  40 Batch  246/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.015
Epoch  40 Batch  247/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  40 Batch  248/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.011
Epoch  40 Batch  249/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.011
Epoch  40 Batch  250/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.015
Epoch  40 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.008
Epoch  40 Batch  253/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  40 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.014
Epoch  40 Batch  255/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch  256/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  40 Batch  257/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.018
Epoch  40 Batch  258/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch  259/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.013
Epoch  40 Batch  260/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.015
Epoch  40 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.014
Epoch  40 Batch  262/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.013
Epoch  40 Batch  263/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.012
Epoch  40 Batch  264/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.014
Epoch  40 Batch  265/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch  266/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.010
Epoch  40 Batch  267/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.014
Epoch  41 Batch    0/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.010
Epoch  41 Batch    1/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  41 Batch    2/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  41 Batch    3/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  41 Batch    4/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.015
Epoch  41 Batch    5/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.014
Epoch  41 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.010
Epoch  41 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.011
Epoch  41 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.013
Epoch  41 Batch    9/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch   10/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.013
Epoch  41 Batch   11/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.015
Epoch  41 Batch   12/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.016
Epoch  41 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.010
Epoch  41 Batch   14/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.010
Epoch  41 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  41 Batch   16/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.019
Epoch  41 Batch   17/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  41 Batch   18/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   20/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.013
Epoch  41 Batch   21/269 - Train Accuracy:  0.957, Validation Accuracy:  0.965, Loss:  0.014
Epoch  41 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  41 Batch   23/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  41 Batch   24/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.013
Epoch  41 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch   26/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  41 Batch   27/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.011
Epoch  41 Batch   28/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.011
Epoch  41 Batch   29/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   30/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   31/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch   32/269 - Train Accuracy:  0.974, Validation Accuracy:  0.956, Loss:  0.008
Epoch  41 Batch   33/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.010
Epoch  41 Batch   34/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.014
Epoch  41 Batch   35/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.017
Epoch  41 Batch   36/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  41 Batch   37/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   38/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.013
Epoch  41 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  41 Batch   40/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   41/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.010
Epoch  41 Batch   42/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  41 Batch   43/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  41 Batch   44/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.013
Epoch  41 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  41 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  41 Batch   48/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  41 Batch   49/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  41 Batch   50/269 - Train Accuracy:  0.963, Validation Accuracy:  0.968, Loss:  0.015
Epoch  41 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.012
Epoch  41 Batch   52/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.010
Epoch  41 Batch   53/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.012
Epoch  41 Batch   54/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  41 Batch   55/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.013
Epoch  41 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  41 Batch   57/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  41 Batch   58/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  41 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.010
Epoch  41 Batch   60/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.015
Epoch  41 Batch   61/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  41 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.014
Epoch  41 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  41 Batch   65/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  41 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch   70/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  41 Batch   73/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  41 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  41 Batch   75/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   76/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.010
Epoch  41 Batch   77/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch   78/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   79/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  41 Batch   80/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  41 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  41 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.010
Epoch  41 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch   84/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.011
Epoch  41 Batch   85/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  41 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  41 Batch   87/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.013
Epoch  41 Batch   88/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.013
Epoch  41 Batch   89/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  41 Batch   90/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  41 Batch   91/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  41 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  41 Batch   93/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  41 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.014
Epoch  41 Batch   95/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.012
Epoch  41 Batch   96/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch   97/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch   98/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  41 Batch   99/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  100/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  41 Batch  101/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  41 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  41 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch  104/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch  105/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  41 Batch  107/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.014
Epoch  41 Batch  108/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  109/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.014
Epoch  41 Batch  110/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.014
Epoch  41 Batch  111/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.015
Epoch  41 Batch  112/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  113/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.013
Epoch  41 Batch  114/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.016
Epoch  41 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  41 Batch  116/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.012
Epoch  41 Batch  117/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.011
Epoch  41 Batch  118/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch  119/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.017
Epoch  41 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  41 Batch  121/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.014
Epoch  41 Batch  122/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.015
Epoch  41 Batch  123/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.015
Epoch  41 Batch  124/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.016
Epoch  41 Batch  125/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.011
Epoch  41 Batch  126/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.019
Epoch  41 Batch  127/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.016
Epoch  41 Batch  128/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.016
Epoch  41 Batch  129/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.015
Epoch  41 Batch  130/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.017
Epoch  41 Batch  131/269 - Train Accuracy:  0.956, Validation Accuracy:  0.963, Loss:  0.019
Epoch  41 Batch  132/269 - Train Accuracy:  0.959, Validation Accuracy:  0.965, Loss:  0.017
Epoch  41 Batch  133/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  134/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.016
Epoch  41 Batch  135/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.016
Epoch  41 Batch  136/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.017
Epoch  41 Batch  137/269 - Train Accuracy:  0.956, Validation Accuracy:  0.963, Loss:  0.015
Epoch  41 Batch  138/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.015
Epoch  41 Batch  139/269 - Train Accuracy:  0.958, Validation Accuracy:  0.968, Loss:  0.015
Epoch  41 Batch  140/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.012
Epoch  41 Batch  141/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.018
Epoch  41 Batch  142/269 - Train Accuracy:  0.960, Validation Accuracy:  0.966, Loss:  0.013
Epoch  41 Batch  143/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.017
Epoch  41 Batch  144/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  41 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.010
Epoch  41 Batch  146/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  41 Batch  147/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.015
Epoch  41 Batch  148/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.017
Epoch  41 Batch  149/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.015
Epoch  41 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.014
Epoch  41 Batch  151/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  41 Batch  152/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  41 Batch  153/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  154/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.018
Epoch  41 Batch  155/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.014
Epoch  41 Batch  156/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.013
Epoch  41 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.014
Epoch  41 Batch  158/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.015
Epoch  41 Batch  159/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.016
Epoch  41 Batch  160/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.014
Epoch  41 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  41 Batch  162/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  41 Batch  163/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch  164/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.013
Epoch  41 Batch  166/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch  167/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.016
Epoch  41 Batch  168/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.014
Epoch  41 Batch  169/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  170/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.019
Epoch  41 Batch  171/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.013
Epoch  41 Batch  172/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.015
Epoch  41 Batch  173/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.011
Epoch  41 Batch  174/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  41 Batch  175/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.018
Epoch  41 Batch  176/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  41 Batch  177/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  41 Batch  178/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  41 Batch  179/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.013
Epoch  41 Batch  180/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  41 Batch  181/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.019
Epoch  41 Batch  182/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  41 Batch  183/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  41 Batch  184/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  41 Batch  185/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.016
Epoch  41 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  187/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch  188/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.015
Epoch  41 Batch  189/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  190/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.017
Epoch  41 Batch  191/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  41 Batch  192/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  41 Batch  193/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  41 Batch  194/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  41 Batch  195/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  41 Batch  196/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.012
Epoch  41 Batch  198/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.012
Epoch  41 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.010
Epoch  41 Batch  201/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch  202/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch  203/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.018
Epoch  41 Batch  204/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  41 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  41 Batch  206/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  207/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  41 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  41 Batch  209/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.014
Epoch  41 Batch  210/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.013
Epoch  41 Batch  211/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  41 Batch  212/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  213/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.010
Epoch  41 Batch  214/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.013
Epoch  41 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.012
Epoch  41 Batch  216/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.015
Epoch  41 Batch  217/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.013
Epoch  41 Batch  218/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.013
Epoch  41 Batch  219/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.013
Epoch  41 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.011
Epoch  41 Batch  221/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.012
Epoch  41 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.013
Epoch  41 Batch  223/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.011
Epoch  41 Batch  224/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.016
Epoch  41 Batch  225/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch  226/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  227/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.009
Epoch  41 Batch  229/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  41 Batch  230/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.011
Epoch  41 Batch  231/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  232/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch  233/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.015
Epoch  41 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  41 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.010
Epoch  41 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  41 Batch  237/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.012
Epoch  41 Batch  238/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  41 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  41 Batch  240/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  41 Batch  241/269 - Train Accuracy:  0.959, Validation Accuracy:  0.964, Loss:  0.013
Epoch  41 Batch  242/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  41 Batch  243/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  41 Batch  244/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch  245/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.012
Epoch  41 Batch  246/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  247/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.013
Epoch  41 Batch  248/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  41 Batch  249/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  250/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.015
Epoch  41 Batch  251/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  41 Batch  252/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  41 Batch  253/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  41 Batch  255/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  41 Batch  256/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  257/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.013
Epoch  41 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  41 Batch  259/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  41 Batch  260/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  41 Batch  261/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.010
Epoch  41 Batch  262/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.014
Epoch  41 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  264/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch  265/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  41 Batch  266/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  41 Batch  267/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch    0/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch    1/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.013
Epoch  42 Batch    2/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  42 Batch    3/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  42 Batch    4/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch    5/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  42 Batch    6/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch    7/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch    8/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  42 Batch    9/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  42 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.013
Epoch  42 Batch   12/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.017
Epoch  42 Batch   13/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  42 Batch   14/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  42 Batch   15/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  42 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.015
Epoch  42 Batch   17/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  42 Batch   18/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch   19/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  42 Batch   20/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  42 Batch   21/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  42 Batch   22/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  42 Batch   23/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.016
Epoch  42 Batch   24/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  42 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.016
Epoch  42 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  42 Batch   27/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  42 Batch   28/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.009
Epoch  42 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.014
Epoch  42 Batch   30/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  42 Batch   31/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.020
Epoch  42 Batch   32/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  42 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  42 Batch   34/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.019
Epoch  42 Batch   35/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.020
Epoch  42 Batch   36/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  42 Batch   37/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  42 Batch   38/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.014
Epoch  42 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.013
Epoch  42 Batch   40/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.016
Epoch  42 Batch   41/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.011
Epoch  42 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.954, Loss:  0.013
Epoch  42 Batch   43/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.015
Epoch  42 Batch   44/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.018
Epoch  42 Batch   45/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch   46/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  42 Batch   47/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  42 Batch   48/269 - Train Accuracy:  0.958, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch   49/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  42 Batch   50/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.015
Epoch  42 Batch   51/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.014
Epoch  42 Batch   52/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.012
Epoch  42 Batch   53/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.011
Epoch  42 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.012
Epoch  42 Batch   55/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.015
Epoch  42 Batch   56/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch   57/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.019
Epoch  42 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.013
Epoch  42 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.954, Loss:  0.008
Epoch  42 Batch   60/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.013
Epoch  42 Batch   61/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.014
Epoch  42 Batch   62/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.013
Epoch  42 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  42 Batch   64/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.010
Epoch  42 Batch   65/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.011
Epoch  42 Batch   66/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.012
Epoch  42 Batch   67/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.014
Epoch  42 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.013
Epoch  42 Batch   69/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.014
Epoch  42 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.013
Epoch  42 Batch   71/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.015
Epoch  42 Batch   72/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.013
Epoch  42 Batch   73/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.013
Epoch  42 Batch   74/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  42 Batch   75/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.012
Epoch  42 Batch   76/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  42 Batch   77/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.012
Epoch  42 Batch   78/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.014
Epoch  42 Batch   79/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.014
Epoch  42 Batch   80/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.011
Epoch  42 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.954, Loss:  0.014
Epoch  42 Batch   82/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.012
Epoch  42 Batch   83/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.015
Epoch  42 Batch   84/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.014
Epoch  42 Batch   85/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.013
Epoch  42 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.013
Epoch  42 Batch   87/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.013
Epoch  42 Batch   88/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.013
Epoch  42 Batch   89/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.011
Epoch  42 Batch   90/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.012
Epoch  42 Batch   91/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.012
Epoch  42 Batch   92/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch   93/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  42 Batch   94/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.016
Epoch  42 Batch   95/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch   96/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  42 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  42 Batch   98/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.014
Epoch  42 Batch   99/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  42 Batch  100/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.015
Epoch  42 Batch  101/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.016
Epoch  42 Batch  102/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  42 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.012
Epoch  42 Batch  105/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.014
Epoch  42 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.014
Epoch  42 Batch  107/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.014
Epoch  42 Batch  108/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  42 Batch  109/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.016
Epoch  42 Batch  110/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  42 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  42 Batch  112/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch  113/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  42 Batch  114/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.010
Epoch  42 Batch  115/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  42 Batch  116/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  42 Batch  117/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.011
Epoch  42 Batch  118/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  119/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.013
Epoch  42 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  42 Batch  121/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch  122/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch  123/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.013
Epoch  42 Batch  124/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  42 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  42 Batch  126/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.013
Epoch  42 Batch  127/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  42 Batch  128/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.014
Epoch  42 Batch  129/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.014
Epoch  42 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.013
Epoch  42 Batch  131/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.015
Epoch  42 Batch  132/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.014
Epoch  42 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch  134/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  42 Batch  135/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  42 Batch  136/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.016
Epoch  42 Batch  137/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.013
Epoch  42 Batch  138/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.013
Epoch  42 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  42 Batch  140/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.009
Epoch  42 Batch  141/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  42 Batch  142/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.016
Epoch  42 Batch  143/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.014
Epoch  42 Batch  144/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.011
Epoch  42 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.009
Epoch  42 Batch  146/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  147/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.013
Epoch  42 Batch  148/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  42 Batch  149/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.016
Epoch  42 Batch  150/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  42 Batch  151/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  42 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  42 Batch  153/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.011
Epoch  42 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  42 Batch  155/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.014
Epoch  42 Batch  156/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.015
Epoch  42 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  42 Batch  158/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  42 Batch  159/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  42 Batch  160/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.010
Epoch  42 Batch  161/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.013
Epoch  42 Batch  162/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  42 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  164/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch  166/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.013
Epoch  42 Batch  167/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  42 Batch  168/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.017
Epoch  42 Batch  169/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.013
Epoch  42 Batch  170/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.013
Epoch  42 Batch  171/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.016
Epoch  42 Batch  172/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  42 Batch  173/269 - Train Accuracy:  0.956, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch  174/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch  175/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.017
Epoch  42 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  42 Batch  177/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  42 Batch  178/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.013
Epoch  42 Batch  179/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  42 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch  181/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.015
Epoch  42 Batch  182/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  42 Batch  183/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  42 Batch  184/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  186/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.009
Epoch  42 Batch  187/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.014
Epoch  42 Batch  188/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  42 Batch  189/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.013
Epoch  42 Batch  190/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  191/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  42 Batch  192/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  42 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  42 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  42 Batch  195/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  42 Batch  196/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.013
Epoch  42 Batch  197/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch  198/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.013
Epoch  42 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch  200/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  201/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  42 Batch  202/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.015
Epoch  42 Batch  203/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.015
Epoch  42 Batch  204/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  42 Batch  205/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  42 Batch  206/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.015
Epoch  42 Batch  207/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.013
Epoch  42 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  42 Batch  209/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  42 Batch  210/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  42 Batch  211/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  42 Batch  212/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.017
Epoch  42 Batch  213/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  214/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch  215/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  42 Batch  216/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  42 Batch  217/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.015
Epoch  42 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.955, Loss:  0.010
Epoch  42 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.955, Loss:  0.012
Epoch  42 Batch  220/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.012
Epoch  42 Batch  221/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.014
Epoch  42 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.011
Epoch  42 Batch  223/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.009
Epoch  42 Batch  224/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.014
Epoch  42 Batch  225/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  42 Batch  226/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  42 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  42 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  42 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  42 Batch  230/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  42 Batch  231/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  42 Batch  232/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.012
Epoch  42 Batch  233/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.016
Epoch  42 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.013
Epoch  42 Batch  235/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.011
Epoch  42 Batch  236/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.017
Epoch  42 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  42 Batch  238/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  42 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  42 Batch  240/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch  241/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.015
Epoch  42 Batch  242/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  42 Batch  244/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.014
Epoch  42 Batch  245/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.013
Epoch  42 Batch  246/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  42 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.016
Epoch  42 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  42 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.013
Epoch  42 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  251/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  42 Batch  253/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  42 Batch  254/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.014
Epoch  42 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.014
Epoch  42 Batch  256/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  42 Batch  257/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.015
Epoch  42 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.010
Epoch  42 Batch  259/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.013
Epoch  42 Batch  260/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.015
Epoch  42 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.011
Epoch  42 Batch  262/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.015
Epoch  42 Batch  263/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.011
Epoch  42 Batch  264/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch  265/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.014
Epoch  42 Batch  266/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  42 Batch  267/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  43 Batch    0/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.010
Epoch  43 Batch    1/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.012
Epoch  43 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  43 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.010
Epoch  43 Batch    4/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.015
Epoch  43 Batch    5/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.014
Epoch  43 Batch    6/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  43 Batch    7/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.011
Epoch  43 Batch    8/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.014
Epoch  43 Batch    9/269 - Train Accuracy:  0.963, Validation Accuracy:  0.968, Loss:  0.011
Epoch  43 Batch   10/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  43 Batch   11/269 - Train Accuracy:  0.965, Validation Accuracy:  0.970, Loss:  0.016
Epoch  43 Batch   12/269 - Train Accuracy:  0.961, Validation Accuracy:  0.970, Loss:  0.018
Epoch  43 Batch   13/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.011
Epoch  43 Batch   14/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.010
Epoch  43 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch   16/269 - Train Accuracy:  0.960, Validation Accuracy:  0.966, Loss:  0.014
Epoch  43 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  43 Batch   18/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.015
Epoch  43 Batch   19/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  43 Batch   20/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  43 Batch   21/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.015
Epoch  43 Batch   22/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.013
Epoch  43 Batch   23/269 - Train Accuracy:  0.962, Validation Accuracy:  0.969, Loss:  0.017
Epoch  43 Batch   24/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.016
Epoch  43 Batch   25/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  43 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.012
Epoch  43 Batch   28/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  43 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.955, Loss:  0.013
Epoch  43 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.013
Epoch  43 Batch   31/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  43 Batch   32/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  43 Batch   33/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.011
Epoch  43 Batch   34/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.015
Epoch  43 Batch   35/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.017
Epoch  43 Batch   36/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  43 Batch   37/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.012
Epoch  43 Batch   38/269 - Train Accuracy:  0.953, Validation Accuracy:  0.957, Loss:  0.014
Epoch  43 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  43 Batch   40/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.014
Epoch  43 Batch   41/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.013
Epoch  43 Batch   42/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.013
Epoch  43 Batch   43/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch   44/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.015
Epoch  43 Batch   45/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch   46/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch   48/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch   49/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  43 Batch   50/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.017
Epoch  43 Batch   51/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.014
Epoch  43 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  43 Batch   53/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  43 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch   55/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.017
Epoch  43 Batch   56/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch   57/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  43 Batch   58/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  43 Batch   59/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  43 Batch   60/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  43 Batch   61/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  43 Batch   62/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  43 Batch   63/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  43 Batch   64/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  43 Batch   65/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  43 Batch   66/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  43 Batch   67/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  43 Batch   68/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.012
Epoch  43 Batch   69/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.015
Epoch  43 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  43 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.015
Epoch  43 Batch   72/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.010
Epoch  43 Batch   73/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  43 Batch   74/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  43 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.012
Epoch  43 Batch   76/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  43 Batch   77/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch   78/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  43 Batch   79/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.014
Epoch  43 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.010
Epoch  43 Batch   81/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch   82/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.011
Epoch  43 Batch   83/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch   84/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  43 Batch   85/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  43 Batch   86/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  43 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  43 Batch   88/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch   90/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch   91/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch   92/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.010
Epoch  43 Batch   93/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  43 Batch   94/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.016
Epoch  43 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.009
Epoch  43 Batch   96/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.010
Epoch  43 Batch   97/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.014
Epoch  43 Batch   98/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  43 Batch   99/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  43 Batch  100/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.015
Epoch  43 Batch  101/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.014
Epoch  43 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  43 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  43 Batch  104/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.011
Epoch  43 Batch  105/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  43 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  43 Batch  107/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  43 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.010
Epoch  43 Batch  109/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.012
Epoch  43 Batch  110/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.010
Epoch  43 Batch  111/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  43 Batch  112/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch  113/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch  114/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  43 Batch  115/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch  116/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  43 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  43 Batch  118/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  43 Batch  119/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.015
Epoch  43 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  43 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  43 Batch  122/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.014
Epoch  43 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  43 Batch  124/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  43 Batch  125/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  43 Batch  126/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.014
Epoch  43 Batch  127/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  43 Batch  128/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.012
Epoch  43 Batch  129/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.011
Epoch  43 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.013
Epoch  43 Batch  131/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.015
Epoch  43 Batch  132/269 - Train Accuracy:  0.959, Validation Accuracy:  0.967, Loss:  0.014
Epoch  43 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  43 Batch  134/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.012
Epoch  43 Batch  135/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  43 Batch  136/269 - Train Accuracy:  0.957, Validation Accuracy:  0.966, Loss:  0.019
Epoch  43 Batch  137/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  43 Batch  138/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  43 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  43 Batch  140/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  43 Batch  141/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.012
Epoch  43 Batch  142/269 - Train Accuracy:  0.959, Validation Accuracy:  0.969, Loss:  0.014
Epoch  43 Batch  143/269 - Train Accuracy:  0.960, Validation Accuracy:  0.968, Loss:  0.015
Epoch  43 Batch  144/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.012
Epoch  43 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  43 Batch  146/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  43 Batch  147/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.013
Epoch  43 Batch  148/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.013
Epoch  43 Batch  149/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.013
Epoch  43 Batch  150/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  43 Batch  151/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.013
Epoch  43 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  43 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.010
Epoch  43 Batch  154/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  43 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.016
Epoch  43 Batch  156/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  43 Batch  157/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  43 Batch  158/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.014
Epoch  43 Batch  159/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  43 Batch  160/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  43 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch  162/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  43 Batch  163/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.012
Epoch  43 Batch  164/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.015
Epoch  43 Batch  165/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.009
Epoch  43 Batch  166/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  43 Batch  167/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  43 Batch  168/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  43 Batch  169/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.016
Epoch  43 Batch  170/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  43 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  43 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  43 Batch  173/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  43 Batch  174/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  43 Batch  175/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.017
Epoch  43 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  43 Batch  177/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  43 Batch  178/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  43 Batch  179/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.015
Epoch  43 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.012
Epoch  43 Batch  181/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.013
Epoch  43 Batch  182/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch  183/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.012
Epoch  43 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.013
Epoch  43 Batch  185/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch  186/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.009
Epoch  43 Batch  187/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.009
Epoch  43 Batch  188/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.012
Epoch  43 Batch  190/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch  191/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  43 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  43 Batch  194/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  43 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  43 Batch  196/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch  197/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch  198/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  43 Batch  199/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  43 Batch  200/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.012
Epoch  43 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.010
Epoch  43 Batch  202/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.014
Epoch  43 Batch  203/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.015
Epoch  43 Batch  204/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch  205/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  43 Batch  206/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.013
Epoch  43 Batch  207/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  43 Batch  208/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.011
Epoch  43 Batch  209/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  43 Batch  210/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  43 Batch  211/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.013
Epoch  43 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  43 Batch  213/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  43 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.012
Epoch  43 Batch  215/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  43 Batch  216/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch  217/269 - Train Accuracy:  0.959, Validation Accuracy:  0.963, Loss:  0.013
Epoch  43 Batch  218/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  43 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.011
Epoch  43 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch  221/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  43 Batch  222/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  43 Batch  223/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  43 Batch  224/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.019
Epoch  43 Batch  225/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.010
Epoch  43 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  43 Batch  228/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  43 Batch  229/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  43 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch  231/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  43 Batch  232/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  43 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.016
Epoch  43 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.010
Epoch  43 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.956, Loss:  0.010
Epoch  43 Batch  236/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.014
Epoch  43 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.955, Loss:  0.012
Epoch  43 Batch  238/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.011
Epoch  43 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.011
Epoch  43 Batch  240/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.012
Epoch  43 Batch  241/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.017
Epoch  43 Batch  242/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.011
Epoch  43 Batch  243/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.011
Epoch  43 Batch  245/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.011
Epoch  43 Batch  246/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.012
Epoch  43 Batch  247/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.013
Epoch  43 Batch  248/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  43 Batch  249/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  43 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.012
Epoch  43 Batch  251/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  43 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  43 Batch  253/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  43 Batch  254/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.014
Epoch  43 Batch  255/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  43 Batch  256/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch  257/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  43 Batch  258/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch  260/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  43 Batch  262/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  43 Batch  263/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  43 Batch  264/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.013
Epoch  43 Batch  265/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  43 Batch  266/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch  267/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.014
Epoch  44 Batch    0/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  44 Batch    1/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  44 Batch    2/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  44 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  44 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  44 Batch    5/269 - Train Accuracy:  0.961, Validation Accuracy:  0.967, Loss:  0.012
Epoch  44 Batch    6/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  44 Batch    7/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  44 Batch    8/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.013
Epoch  44 Batch    9/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.014
Epoch  44 Batch   10/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  44 Batch   11/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  44 Batch   12/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.016
Epoch  44 Batch   13/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  44 Batch   14/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  44 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  44 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.019
Epoch  44 Batch   17/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.012
Epoch  44 Batch   18/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.013
Epoch  44 Batch   19/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.013
Epoch  44 Batch   20/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  44 Batch   21/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.015
Epoch  44 Batch   22/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  44 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.015
Epoch  44 Batch   24/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  44 Batch   25/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.013
Epoch  44 Batch   26/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.014
Epoch  44 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  44 Batch   28/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.013
Epoch  44 Batch   29/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.014
Epoch  44 Batch   30/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.015
Epoch  44 Batch   31/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.013
Epoch  44 Batch   32/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  44 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.012
Epoch  44 Batch   34/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.012
Epoch  44 Batch   35/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.014
Epoch  44 Batch   36/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.013
Epoch  44 Batch   37/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.014
Epoch  44 Batch   38/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.013
Epoch  44 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  44 Batch   40/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.013
Epoch  44 Batch   41/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  44 Batch   42/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.013
Epoch  44 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  44 Batch   44/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.015
Epoch  44 Batch   45/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.012
Epoch  44 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.009
Epoch  44 Batch   47/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  44 Batch   48/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  44 Batch   49/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  44 Batch   50/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.016
Epoch  44 Batch   51/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.015
Epoch  44 Batch   52/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.013
Epoch  44 Batch   53/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  44 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  44 Batch   55/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  44 Batch   56/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.013
Epoch  44 Batch   57/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.014
Epoch  44 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  44 Batch   59/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  44 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  44 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  44 Batch   62/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.014
Epoch  44 Batch   63/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  44 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  44 Batch   65/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.011
Epoch  44 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  44 Batch   67/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.017
Epoch  44 Batch   68/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.014
Epoch  44 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.950, Loss:  0.014
Epoch  44 Batch   70/269 - Train Accuracy:  0.969, Validation Accuracy:  0.951, Loss:  0.015
Epoch  44 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.950, Loss:  0.016
Epoch  44 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.015
Epoch  44 Batch   73/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.015
Epoch  44 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  44 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.014
Epoch  44 Batch   76/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.011
Epoch  44 Batch   77/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.015
Epoch  44 Batch   78/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.013
Epoch  44 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  44 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.958, Loss:  0.012
Epoch  44 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  44 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.012
Epoch  44 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.015
Epoch  44 Batch   84/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.012
Epoch  44 Batch   85/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.013
Epoch  44 Batch   86/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  44 Batch   87/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  44 Batch   88/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.010
Epoch  44 Batch   89/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.017
Epoch  44 Batch   90/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.020
Epoch  44 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.014
Epoch  44 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  44 Batch   93/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  44 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.015
Epoch  44 Batch   95/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  44 Batch   96/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  44 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.013
Epoch  44 Batch   98/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.013
Epoch  44 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  44 Batch  100/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  44 Batch  101/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.018
Epoch  44 Batch  102/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.012
Epoch  44 Batch  103/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.016
Epoch  44 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  44 Batch  105/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  44 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  44 Batch  107/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  44 Batch  108/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  44 Batch  109/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.014
Epoch  44 Batch  110/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  44 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.014
Epoch  44 Batch  112/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.013
Epoch  44 Batch  113/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  44 Batch  114/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.014
Epoch  44 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.951, Loss:  0.014
Epoch  44 Batch  116/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.013
Epoch  44 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.009
Epoch  44 Batch  118/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.010
Epoch  44 Batch  119/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.014
Epoch  44 Batch  120/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.011
Epoch  44 Batch  121/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.011
Epoch  44 Batch  122/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  44 Batch  123/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.014
Epoch  44 Batch  124/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  44 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  44 Batch  126/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.013
Epoch  44 Batch  127/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  44 Batch  128/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.014
Epoch  44 Batch  129/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.015
Epoch  44 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.014
Epoch  44 Batch  131/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.016
Epoch  44 Batch  132/269 - Train Accuracy:  0.961, Validation Accuracy:  0.966, Loss:  0.011
Epoch  44 Batch  133/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  44 Batch  134/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  44 Batch  135/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.012
Epoch  44 Batch  136/269 - Train Accuracy:  0.961, Validation Accuracy:  0.966, Loss:  0.013
Epoch  44 Batch  137/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.016
Epoch  44 Batch  138/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  44 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.014
Epoch  44 Batch  140/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.014
Epoch  44 Batch  141/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.016
Epoch  44 Batch  142/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.014
Epoch  44 Batch  143/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.013
Epoch  44 Batch  144/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  44 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.011
Epoch  44 Batch  146/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  44 Batch  147/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.012
Epoch  44 Batch  148/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.013
Epoch  44 Batch  149/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.016
Epoch  44 Batch  150/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  44 Batch  151/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.013
Epoch  44 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  44 Batch  153/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  44 Batch  154/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.015
Epoch  44 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  44 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  44 Batch  157/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.013
Epoch  44 Batch  158/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  44 Batch  159/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  44 Batch  160/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  44 Batch  161/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  44 Batch  162/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  44 Batch  163/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.014
Epoch  44 Batch  164/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.015
Epoch  44 Batch  165/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  44 Batch  166/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  44 Batch  167/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  44 Batch  168/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  44 Batch  169/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  44 Batch  170/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  44 Batch  171/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.013
Epoch  44 Batch  172/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  44 Batch  173/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.009
Epoch  44 Batch  174/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  44 Batch  175/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.016
Epoch  44 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  44 Batch  177/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  44 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  44 Batch  179/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.011
Epoch  44 Batch  180/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.013
Epoch  44 Batch  181/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.013
Epoch  44 Batch  182/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.011
Epoch  44 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.007
Epoch  44 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  44 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  44 Batch  186/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  44 Batch  187/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  44 Batch  188/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  44 Batch  189/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  44 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  44 Batch  191/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  44 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  44 Batch  193/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.011
Epoch  44 Batch  194/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  44 Batch  195/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.010
Epoch  44 Batch  196/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  44 Batch  197/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.012
Epoch  44 Batch  198/269 - Train Accuracy:  0.966, Validation Accuracy:  0.951, Loss:  0.015
Epoch  44 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  44 Batch  200/269 - Train Accuracy:  0.974, Validation Accuracy:  0.953, Loss:  0.011
Epoch  44 Batch  201/269 - Train Accuracy:  0.973, Validation Accuracy:  0.953, Loss:  0.010
Epoch  44 Batch  202/269 - Train Accuracy:  0.967, Validation Accuracy:  0.949, Loss:  0.013
Epoch  44 Batch  203/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.014
Epoch  44 Batch  204/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.013
Epoch  44 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.953, Loss:  0.010
Epoch  44 Batch  206/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.015
Epoch  44 Batch  207/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.010
Epoch  44 Batch  208/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.012
Epoch  44 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.011
Epoch  44 Batch  210/269 - Train Accuracy:  0.976, Validation Accuracy:  0.954, Loss:  0.010
Epoch  44 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.012
Epoch  44 Batch  212/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.014
Epoch  44 Batch  213/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.011
Epoch  44 Batch  214/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.011
Epoch  44 Batch  215/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.013
Epoch  44 Batch  216/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  44 Batch  217/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.017
Epoch  44 Batch  218/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  44 Batch  219/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  44 Batch  220/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.013
Epoch  44 Batch  221/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  44 Batch  222/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.014
Epoch  44 Batch  223/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  44 Batch  224/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.014
Epoch  44 Batch  225/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.012
Epoch  44 Batch  226/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.012
Epoch  44 Batch  227/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.014
Epoch  44 Batch  228/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.012
Epoch  44 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  44 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  44 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  44 Batch  232/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  44 Batch  233/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  44 Batch  234/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  44 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  44 Batch  236/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  44 Batch  237/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  44 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  44 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.017
Epoch  44 Batch  240/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  44 Batch  241/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.015
Epoch  44 Batch  242/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  44 Batch  243/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  44 Batch  244/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  44 Batch  245/269 - Train Accuracy:  0.956, Validation Accuracy:  0.961, Loss:  0.015
Epoch  44 Batch  246/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.014
Epoch  44 Batch  247/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.013
Epoch  44 Batch  248/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  44 Batch  249/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.013
Epoch  44 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.012
Epoch  44 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  44 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  44 Batch  253/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  44 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  44 Batch  255/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  44 Batch  256/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  44 Batch  257/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.014
Epoch  44 Batch  258/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.009
Epoch  44 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.012
Epoch  44 Batch  260/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  44 Batch  261/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  44 Batch  262/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.015
Epoch  44 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.013
Epoch  44 Batch  264/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.016
Epoch  44 Batch  265/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.013
Epoch  44 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  44 Batch  267/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  45 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.015
Epoch  45 Batch    1/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.014
Epoch  45 Batch    2/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.012
Epoch  45 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  45 Batch    4/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.017
Epoch  45 Batch    5/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  45 Batch    6/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.013
Epoch  45 Batch    7/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  45 Batch    8/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  45 Batch    9/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.016
Epoch  45 Batch   10/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.013
Epoch  45 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  45 Batch   12/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.018
Epoch  45 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.010
Epoch  45 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  45 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.008
Epoch  45 Batch   16/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.016
Epoch  45 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.013
Epoch  45 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.013
Epoch  45 Batch   19/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.011
Epoch  45 Batch   20/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  45 Batch   21/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.012
Epoch  45 Batch   22/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.014
Epoch  45 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.018
Epoch  45 Batch   24/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.014
Epoch  45 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  45 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  45 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  45 Batch   28/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.014
Epoch  45 Batch   29/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.014
Epoch  45 Batch   30/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.015
Epoch  45 Batch   31/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.017
Epoch  45 Batch   32/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  45 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.010
Epoch  45 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.014
Epoch  45 Batch   36/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.015
Epoch  45 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.013
Epoch  45 Batch   38/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  45 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.009
Epoch  45 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  45 Batch   41/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.011
Epoch  45 Batch   42/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  45 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  45 Batch   44/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.015
Epoch  45 Batch   45/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.015
Epoch  45 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  45 Batch   47/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  45 Batch   48/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.016
Epoch  45 Batch   49/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  45 Batch   50/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.014
Epoch  45 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  45 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  45 Batch   53/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  45 Batch   54/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.014
Epoch  45 Batch   55/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.013
Epoch  45 Batch   56/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.014
Epoch  45 Batch   57/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.013
Epoch  45 Batch   58/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  45 Batch   59/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  45 Batch   60/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.012
Epoch  45 Batch   61/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  45 Batch   62/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  45 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  45 Batch   64/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  45 Batch   65/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.013
Epoch  45 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.014
Epoch  45 Batch   67/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.013
Epoch  45 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  45 Batch   69/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch   70/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  45 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  45 Batch   72/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  45 Batch   73/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.015
Epoch  45 Batch   74/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  45 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.014
Epoch  45 Batch   76/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.009
Epoch  45 Batch   77/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch   78/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  45 Batch   79/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  45 Batch   80/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  45 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.014
Epoch  45 Batch   82/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  45 Batch   83/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  45 Batch   84/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  45 Batch   85/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  45 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.011
Epoch  45 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.011
Epoch  45 Batch   88/269 - Train Accuracy:  0.972, Validation Accuracy:  0.952, Loss:  0.012
Epoch  45 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch   90/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.010
Epoch  45 Batch   91/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  45 Batch   92/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.010
Epoch  45 Batch   93/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  45 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  45 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  45 Batch   96/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  45 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  45 Batch   98/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.015
Epoch  45 Batch   99/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  45 Batch  100/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.013
Epoch  45 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.014
Epoch  45 Batch  102/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  45 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.014
Epoch  45 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  45 Batch  105/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  45 Batch  107/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.012
Epoch  45 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.012
Epoch  45 Batch  109/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.015
Epoch  45 Batch  110/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.010
Epoch  45 Batch  111/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.012
Epoch  45 Batch  112/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.011
Epoch  45 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.014
Epoch  45 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  45 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.015
Epoch  45 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.009
Epoch  45 Batch  117/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.010
Epoch  45 Batch  118/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.011
Epoch  45 Batch  119/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.011
Epoch  45 Batch  120/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.014
Epoch  45 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.009
Epoch  45 Batch  122/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.013
Epoch  45 Batch  123/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.015
Epoch  45 Batch  124/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  45 Batch  125/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  45 Batch  126/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  45 Batch  127/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  45 Batch  128/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  45 Batch  129/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.013
Epoch  45 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.012
Epoch  45 Batch  131/269 - Train Accuracy:  0.961, Validation Accuracy:  0.967, Loss:  0.014
Epoch  45 Batch  132/269 - Train Accuracy:  0.959, Validation Accuracy:  0.966, Loss:  0.013
Epoch  45 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.013
Epoch  45 Batch  134/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  45 Batch  135/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  45 Batch  136/269 - Train Accuracy:  0.958, Validation Accuracy:  0.967, Loss:  0.013
Epoch  45 Batch  137/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  45 Batch  138/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  45 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  45 Batch  140/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.012
Epoch  45 Batch  141/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  45 Batch  142/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.013
Epoch  45 Batch  143/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  45 Batch  144/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  45 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  45 Batch  146/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.009
Epoch  45 Batch  147/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  45 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.012
Epoch  45 Batch  149/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  45 Batch  150/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  45 Batch  151/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  45 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  45 Batch  153/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.012
Epoch  45 Batch  154/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  45 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.011
Epoch  45 Batch  156/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.013
Epoch  45 Batch  157/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.013
Epoch  45 Batch  158/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  45 Batch  159/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  45 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  45 Batch  161/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  45 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  45 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  45 Batch  164/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  45 Batch  165/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  45 Batch  166/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.013
Epoch  45 Batch  167/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.014
Epoch  45 Batch  168/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  45 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  45 Batch  170/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.015
Epoch  45 Batch  171/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.017
Epoch  45 Batch  172/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.015
Epoch  45 Batch  173/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  45 Batch  174/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.014
Epoch  45 Batch  175/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.020
Epoch  45 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.013
Epoch  45 Batch  177/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.015
Epoch  45 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.012
Epoch  45 Batch  179/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  45 Batch  180/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.014
Epoch  45 Batch  181/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.016
Epoch  45 Batch  182/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.012
Epoch  45 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.012
Epoch  45 Batch  184/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.016
Epoch  45 Batch  185/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.015
Epoch  45 Batch  186/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  45 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  45 Batch  188/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.014
Epoch  45 Batch  189/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  45 Batch  190/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.016
Epoch  45 Batch  192/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  45 Batch  193/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.011
Epoch  45 Batch  194/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.013
Epoch  45 Batch  195/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.015
Epoch  45 Batch  196/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.016
Epoch  45 Batch  197/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  45 Batch  198/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.018
Epoch  45 Batch  199/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.017
Epoch  45 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.958, Loss:  0.011
Epoch  45 Batch  201/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.017
Epoch  45 Batch  202/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  45 Batch  203/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.022
Epoch  45 Batch  204/269 - Train Accuracy:  0.967, Validation Accuracy:  0.947, Loss:  0.015
Epoch  45 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.950, Loss:  0.012
Epoch  45 Batch  206/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.018
Epoch  45 Batch  207/269 - Train Accuracy:  0.969, Validation Accuracy:  0.950, Loss:  0.015
Epoch  45 Batch  208/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.016
Epoch  45 Batch  209/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.019
Epoch  45 Batch  210/269 - Train Accuracy:  0.973, Validation Accuracy:  0.950, Loss:  0.018
Epoch  45 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.018
Epoch  45 Batch  212/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.017
Epoch  45 Batch  213/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  45 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.015
Epoch  45 Batch  215/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  45 Batch  216/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.019
Epoch  45 Batch  217/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.020
Epoch  45 Batch  218/269 - Train Accuracy:  0.976, Validation Accuracy:  0.956, Loss:  0.013
Epoch  45 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.957, Loss:  0.013
Epoch  45 Batch  220/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.013
Epoch  45 Batch  221/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.014
Epoch  45 Batch  222/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.015
Epoch  45 Batch  223/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.014
Epoch  45 Batch  224/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.021
Epoch  45 Batch  225/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  45 Batch  226/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.017
Epoch  45 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.015
Epoch  45 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  45 Batch  229/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.015
Epoch  45 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  45 Batch  231/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  45 Batch  232/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.015
Epoch  45 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.014
Epoch  45 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  45 Batch  235/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  45 Batch  236/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  45 Batch  237/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  45 Batch  238/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.015
Epoch  45 Batch  239/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.013
Epoch  45 Batch  240/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  45 Batch  241/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.016
Epoch  45 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.013
Epoch  45 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  45 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  45 Batch  245/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.011
Epoch  45 Batch  246/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.016
Epoch  45 Batch  247/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.015
Epoch  45 Batch  248/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.011
Epoch  45 Batch  250/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.016
Epoch  45 Batch  251/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch  252/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  45 Batch  253/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  45 Batch  254/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.015
Epoch  45 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.014
Epoch  45 Batch  257/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.015
Epoch  45 Batch  258/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.011
Epoch  45 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  45 Batch  260/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  45 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  45 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  45 Batch  263/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  45 Batch  264/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.014
Epoch  45 Batch  265/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  45 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  45 Batch  267/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  46 Batch    0/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.009
Epoch  46 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch    2/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  46 Batch    3/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  46 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  46 Batch    5/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  46 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  46 Batch    7/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  46 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.014
Epoch  46 Batch    9/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.014
Epoch  46 Batch   10/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.015
Epoch  46 Batch   11/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  46 Batch   12/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  46 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  46 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  46 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  46 Batch   16/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.016
Epoch  46 Batch   17/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  46 Batch   18/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  46 Batch   19/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  46 Batch   20/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.011
Epoch  46 Batch   21/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.012
Epoch  46 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.009
Epoch  46 Batch   23/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.014
Epoch  46 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  46 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.012
Epoch  46 Batch   26/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch   27/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  46 Batch   28/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  46 Batch   29/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  46 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  46 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  46 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  46 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.010
Epoch  46 Batch   34/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  46 Batch   35/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  46 Batch   36/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  46 Batch   37/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  46 Batch   38/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  46 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  46 Batch   40/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.011
Epoch  46 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  46 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  46 Batch   43/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.010
Epoch  46 Batch   44/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.015
Epoch  46 Batch   45/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.015
Epoch  46 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  46 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  46 Batch   48/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  46 Batch   49/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  46 Batch   50/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.013
Epoch  46 Batch   51/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  46 Batch   52/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  46 Batch   53/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.012
Epoch  46 Batch   54/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.010
Epoch  46 Batch   55/269 - Train Accuracy:  0.961, Validation Accuracy:  0.967, Loss:  0.014
Epoch  46 Batch   56/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.012
Epoch  46 Batch   57/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  46 Batch   58/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  46 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  46 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  46 Batch   61/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.011
Epoch  46 Batch   62/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch   63/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  46 Batch   64/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  46 Batch   65/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  46 Batch   66/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.012
Epoch  46 Batch   67/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  46 Batch   68/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  46 Batch   69/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  46 Batch   70/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  46 Batch   71/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.017
Epoch  46 Batch   72/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.014
Epoch  46 Batch   73/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  46 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.011
Epoch  46 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch   76/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.012
Epoch  46 Batch   77/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  46 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.012
Epoch  46 Batch   79/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  46 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.009
Epoch  46 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.014
Epoch  46 Batch   82/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  46 Batch   83/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.013
Epoch  46 Batch   84/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.013
Epoch  46 Batch   85/269 - Train Accuracy:  0.966, Validation Accuracy:  0.952, Loss:  0.011
Epoch  46 Batch   86/269 - Train Accuracy:  0.975, Validation Accuracy:  0.954, Loss:  0.009
Epoch  46 Batch   87/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.012
Epoch  46 Batch   88/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.011
Epoch  46 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  46 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.011
Epoch  46 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  46 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  46 Batch   93/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  46 Batch   94/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.014
Epoch  46 Batch   95/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch   96/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.014
Epoch  46 Batch   97/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch   98/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.014
Epoch  46 Batch   99/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.010
Epoch  46 Batch  100/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  46 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.015
Epoch  46 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.008
Epoch  46 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch  104/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch  105/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.010
Epoch  46 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  46 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.009
Epoch  46 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.010
Epoch  46 Batch  109/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  46 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  46 Batch  111/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  46 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  46 Batch  113/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.013
Epoch  46 Batch  114/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  46 Batch  115/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  46 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch  118/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  46 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  46 Batch  120/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.009
Epoch  46 Batch  121/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  46 Batch  122/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  46 Batch  123/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.011
Epoch  46 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  46 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  46 Batch  126/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.012
Epoch  46 Batch  127/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  46 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  46 Batch  129/269 - Train Accuracy:  0.962, Validation Accuracy:  0.971, Loss:  0.011
Epoch  46 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  46 Batch  131/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.011
Epoch  46 Batch  132/269 - Train Accuracy:  0.953, Validation Accuracy:  0.966, Loss:  0.013
Epoch  46 Batch  133/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  46 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  46 Batch  135/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  46 Batch  136/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  46 Batch  137/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  46 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch  140/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch  141/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  46 Batch  142/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.011
Epoch  46 Batch  143/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.009
Epoch  46 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  46 Batch  145/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  46 Batch  146/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  46 Batch  147/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  46 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.011
Epoch  46 Batch  149/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  46 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  46 Batch  151/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch  152/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  46 Batch  153/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  46 Batch  154/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  46 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  46 Batch  156/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  46 Batch  157/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.013
Epoch  46 Batch  158/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.010
Epoch  46 Batch  159/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  46 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  46 Batch  161/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.009
Epoch  46 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.009
Epoch  46 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.011
Epoch  46 Batch  164/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  46 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  46 Batch  166/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  46 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  46 Batch  168/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  46 Batch  169/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  46 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  46 Batch  171/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.013
Epoch  46 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.012
Epoch  46 Batch  173/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.008
Epoch  46 Batch  174/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  46 Batch  175/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.015
Epoch  46 Batch  176/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  46 Batch  177/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  46 Batch  178/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  46 Batch  179/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  46 Batch  180/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  46 Batch  181/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  46 Batch  182/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch  183/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  46 Batch  184/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.013
Epoch  46 Batch  185/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  46 Batch  186/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  46 Batch  187/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.009
Epoch  46 Batch  188/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch  189/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch  190/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  46 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  46 Batch  193/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  46 Batch  194/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.009
Epoch  46 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.011
Epoch  46 Batch  196/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.014
Epoch  46 Batch  197/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.009
Epoch  46 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.952, Loss:  0.011
Epoch  46 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.952, Loss:  0.010
Epoch  46 Batch  200/269 - Train Accuracy:  0.977, Validation Accuracy:  0.952, Loss:  0.008
Epoch  46 Batch  201/269 - Train Accuracy:  0.977, Validation Accuracy:  0.953, Loss:  0.011
Epoch  46 Batch  202/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.011
Epoch  46 Batch  203/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.013
Epoch  46 Batch  204/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.007
Epoch  46 Batch  206/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch  207/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  46 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.013
Epoch  46 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  46 Batch  210/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  46 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  46 Batch  212/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.014
Epoch  46 Batch  213/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  46 Batch  214/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch  215/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  46 Batch  216/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  46 Batch  217/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.018
Epoch  46 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.007
Epoch  46 Batch  219/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.010
Epoch  46 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch  221/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  46 Batch  222/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  46 Batch  223/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.009
Epoch  46 Batch  224/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.012
Epoch  46 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.009
Epoch  46 Batch  226/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.013
Epoch  46 Batch  227/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  46 Batch  228/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.009
Epoch  46 Batch  229/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  46 Batch  230/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.013
Epoch  46 Batch  231/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  46 Batch  232/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  46 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  46 Batch  234/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  46 Batch  235/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  46 Batch  236/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  46 Batch  237/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  46 Batch  238/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  46 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.014
Epoch  46 Batch  240/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  46 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.013
Epoch  46 Batch  242/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  46 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch  244/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  46 Batch  245/269 - Train Accuracy:  0.956, Validation Accuracy:  0.964, Loss:  0.011
Epoch  46 Batch  246/269 - Train Accuracy:  0.959, Validation Accuracy:  0.964, Loss:  0.013
Epoch  46 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  46 Batch  248/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  46 Batch  249/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  46 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch  251/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch  252/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  46 Batch  253/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  46 Batch  254/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  46 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.012
Epoch  46 Batch  256/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.012
Epoch  46 Batch  257/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.015
Epoch  46 Batch  258/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.011
Epoch  46 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  46 Batch  260/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.010
Epoch  46 Batch  261/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  46 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  46 Batch  263/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  46 Batch  264/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.015
Epoch  46 Batch  265/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  46 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.011
Epoch  46 Batch  267/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.011
Epoch  47 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.010
Epoch  47 Batch    1/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  47 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  47 Batch    3/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  47 Batch    4/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.013
Epoch  47 Batch    5/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  47 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  47 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.013
Epoch  47 Batch    9/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  47 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch   11/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  47 Batch   12/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.013
Epoch  47 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  47 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  47 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.007
Epoch  47 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.013
Epoch  47 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.009
Epoch  47 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  47 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  47 Batch   20/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  47 Batch   21/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.010
Epoch  47 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.009
Epoch  47 Batch   23/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  47 Batch   24/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.011
Epoch  47 Batch   25/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.010
Epoch  47 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.008
Epoch  47 Batch   27/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.009
Epoch  47 Batch   28/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.012
Epoch  47 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.009
Epoch  47 Batch   30/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.014
Epoch  47 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  47 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.005
Epoch  47 Batch   33/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.010
Epoch  47 Batch   34/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  47 Batch   35/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.014
Epoch  47 Batch   36/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  47 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.009
Epoch  47 Batch   38/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.012
Epoch  47 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.008
Epoch  47 Batch   40/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.010
Epoch  47 Batch   41/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.010
Epoch  47 Batch   42/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  47 Batch   43/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  47 Batch   44/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  47 Batch   45/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  47 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  47 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  47 Batch   48/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  47 Batch   49/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch   50/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.012
Epoch  47 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  47 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  47 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.013
Epoch  47 Batch   55/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  47 Batch   56/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.012
Epoch  47 Batch   57/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  47 Batch   58/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  47 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  47 Batch   60/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.013
Epoch  47 Batch   61/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.011
Epoch  47 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  47 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  47 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  47 Batch   65/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  47 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  47 Batch   67/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  47 Batch   68/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.011
Epoch  47 Batch   69/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  47 Batch   70/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.012
Epoch  47 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  47 Batch   72/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  47 Batch   73/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  47 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  47 Batch   75/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch   76/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  47 Batch   77/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch   78/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  47 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.013
Epoch  47 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.010
Epoch  47 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  47 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.008
Epoch  47 Batch   83/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.014
Epoch  47 Batch   84/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.010
Epoch  47 Batch   85/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  47 Batch   86/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.007
Epoch  47 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.012
Epoch  47 Batch   88/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.008
Epoch  47 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  47 Batch   90/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  47 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  47 Batch   92/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.013
Epoch  47 Batch   93/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  47 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  47 Batch   95/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  47 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  47 Batch   97/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  47 Batch   98/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  47 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  47 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  47 Batch  101/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  47 Batch  102/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  47 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  47 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  47 Batch  105/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.009
Epoch  47 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  47 Batch  107/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  47 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  47 Batch  109/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.012
Epoch  47 Batch  110/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  47 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  47 Batch  112/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.010
Epoch  47 Batch  113/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.012
Epoch  47 Batch  114/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  47 Batch  115/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.009
Epoch  47 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.010
Epoch  47 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  47 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  47 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch  121/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  47 Batch  122/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  47 Batch  123/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.010
Epoch  47 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  47 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  47 Batch  126/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.012
Epoch  47 Batch  127/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  47 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  47 Batch  129/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.014
Epoch  47 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.013
Epoch  47 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.013
Epoch  47 Batch  132/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.011
Epoch  47 Batch  133/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  47 Batch  134/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.015
Epoch  47 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  47 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.971, Loss:  0.011
Epoch  47 Batch  137/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.011
Epoch  47 Batch  138/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  47 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  47 Batch  140/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  47 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.013
Epoch  47 Batch  142/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  47 Batch  143/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.012
Epoch  47 Batch  144/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  47 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  47 Batch  146/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.009
Epoch  47 Batch  147/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  47 Batch  149/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.015
Epoch  47 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  47 Batch  151/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  47 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  47 Batch  155/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch  156/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  47 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  47 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  47 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  47 Batch  160/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  47 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  47 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  47 Batch  163/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  47 Batch  164/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  47 Batch  165/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  47 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch  167/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  47 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch  169/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch  170/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  47 Batch  171/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.010
Epoch  47 Batch  173/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch  174/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.008
Epoch  47 Batch  175/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.013
Epoch  47 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch  177/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  47 Batch  178/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  47 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  47 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  47 Batch  181/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.013
Epoch  47 Batch  182/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  47 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  47 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  47 Batch  185/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  47 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  47 Batch  187/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  47 Batch  188/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  47 Batch  189/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  47 Batch  190/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.012
Epoch  47 Batch  191/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  47 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  47 Batch  193/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  47 Batch  194/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  47 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch  196/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.013
Epoch  47 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  47 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  47 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch  200/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  47 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  47 Batch  202/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  47 Batch  203/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch  204/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  47 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  47 Batch  206/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  47 Batch  207/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  47 Batch  208/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  47 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch  210/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  47 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  47 Batch  212/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.011
Epoch  47 Batch  213/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  47 Batch  214/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  47 Batch  215/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.012
Epoch  47 Batch  216/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  47 Batch  217/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.011
Epoch  47 Batch  218/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  47 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.009
Epoch  47 Batch  220/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.011
Epoch  47 Batch  221/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.011
Epoch  47 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.953, Loss:  0.010
Epoch  47 Batch  223/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.007
Epoch  47 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.012
Epoch  47 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.012
Epoch  47 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.956, Loss:  0.010
Epoch  47 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.012
Epoch  47 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  47 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  47 Batch  231/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  47 Batch  232/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.012
Epoch  47 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  47 Batch  235/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  47 Batch  236/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.013
Epoch  47 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  47 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch  240/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch  241/269 - Train Accuracy:  0.958, Validation Accuracy:  0.963, Loss:  0.013
Epoch  47 Batch  242/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  47 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  47 Batch  244/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch  246/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.012
Epoch  47 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  47 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  47 Batch  249/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.008
Epoch  47 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.013
Epoch  47 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  47 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  47 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  47 Batch  254/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  47 Batch  255/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  47 Batch  256/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch  257/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.014
Epoch  47 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  47 Batch  259/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  47 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  47 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  47 Batch  264/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.012
Epoch  47 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  47 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  47 Batch  267/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.009
Epoch  48 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  48 Batch    1/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.009
Epoch  48 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  48 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  48 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  48 Batch    5/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch    7/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.011
Epoch  48 Batch    8/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.013
Epoch  48 Batch    9/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  48 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  48 Batch   11/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  48 Batch   12/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.015
Epoch  48 Batch   13/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  48 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  48 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  48 Batch   16/269 - Train Accuracy:  0.957, Validation Accuracy:  0.963, Loss:  0.015
Epoch  48 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  48 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  48 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  48 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch   21/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  48 Batch   22/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  48 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  48 Batch   24/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.011
Epoch  48 Batch   25/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  48 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  48 Batch   27/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch   28/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.009
Epoch  48 Batch   29/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  48 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  48 Batch   31/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  48 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  48 Batch   33/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  48 Batch   34/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  48 Batch   35/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  48 Batch   36/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  48 Batch   37/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  48 Batch   38/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.009
Epoch  48 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  48 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.013
Epoch  48 Batch   41/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  48 Batch   42/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  48 Batch   43/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.010
Epoch  48 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  48 Batch   45/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  48 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  48 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  48 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  48 Batch   49/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  48 Batch   50/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.013
Epoch  48 Batch   51/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  48 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  48 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  48 Batch   54/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.013
Epoch  48 Batch   55/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.012
Epoch  48 Batch   56/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.012
Epoch  48 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  48 Batch   58/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  48 Batch   59/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.008
Epoch  48 Batch   60/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  48 Batch   61/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.011
Epoch  48 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  48 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  48 Batch   64/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  48 Batch   65/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  48 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  48 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch   68/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  48 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  48 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  48 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  48 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  48 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  48 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  48 Batch   76/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  48 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  48 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.008
Epoch  48 Batch   80/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.008
Epoch  48 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  48 Batch   82/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.007
Epoch  48 Batch   83/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.013
Epoch  48 Batch   84/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.009
Epoch  48 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  48 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  48 Batch   87/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  48 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  48 Batch   90/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.011
Epoch  48 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  48 Batch   93/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  48 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  48 Batch   95/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  48 Batch   96/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  48 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  48 Batch   98/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  48 Batch   99/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  48 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  48 Batch  102/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  48 Batch  103/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  48 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch  105/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  48 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch  107/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  48 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  48 Batch  109/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.013
Epoch  48 Batch  110/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.008
Epoch  48 Batch  111/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  48 Batch  112/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  48 Batch  113/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.011
Epoch  48 Batch  114/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  48 Batch  115/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  48 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  48 Batch  117/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  48 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch  119/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.011
Epoch  48 Batch  120/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  48 Batch  122/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.013
Epoch  48 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  48 Batch  124/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  48 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  48 Batch  126/269 - Train Accuracy:  0.961, Validation Accuracy:  0.970, Loss:  0.011
Epoch  48 Batch  127/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.010
Epoch  48 Batch  128/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  48 Batch  129/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  48 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch  131/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  48 Batch  132/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch  133/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch  134/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.012
Epoch  48 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.012
Epoch  48 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.013
Epoch  48 Batch  137/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  48 Batch  138/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  48 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  48 Batch  140/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  48 Batch  141/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  48 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.013
Epoch  48 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  48 Batch  144/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  48 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  48 Batch  146/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  48 Batch  147/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  48 Batch  148/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  48 Batch  149/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  48 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch  151/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  48 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch  153/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  48 Batch  154/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  48 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  48 Batch  156/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.009
Epoch  48 Batch  157/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  48 Batch  158/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  48 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.013
Epoch  48 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  48 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  48 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  48 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  48 Batch  164/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  48 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  48 Batch  166/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch  167/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  48 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  48 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.009
Epoch  48 Batch  170/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  48 Batch  171/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  48 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.957, Loss:  0.015
Epoch  48 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.011
Epoch  48 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.009
Epoch  48 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.015
Epoch  48 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.013
Epoch  48 Batch  177/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  48 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  48 Batch  179/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.010
Epoch  48 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.956, Loss:  0.010
Epoch  48 Batch  181/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.016
Epoch  48 Batch  182/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.011
Epoch  48 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.007
Epoch  48 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch  185/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.012
Epoch  48 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.007
Epoch  48 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  48 Batch  188/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.010
Epoch  48 Batch  190/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  48 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.012
Epoch  48 Batch  192/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.007
Epoch  48 Batch  193/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.008
Epoch  48 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.010
Epoch  48 Batch  195/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.011
Epoch  48 Batch  196/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.011
Epoch  48 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.010
Epoch  48 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  48 Batch  199/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  48 Batch  200/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.010
Epoch  48 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.010
Epoch  48 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.011
Epoch  48 Batch  203/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  48 Batch  204/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  48 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  48 Batch  206/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.014
Epoch  48 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  48 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.016
Epoch  48 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  48 Batch  210/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch  211/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  48 Batch  212/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  48 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  48 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  48 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.013
Epoch  48 Batch  217/269 - Train Accuracy:  0.958, Validation Accuracy:  0.960, Loss:  0.015
Epoch  48 Batch  218/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.013
Epoch  48 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.958, Loss:  0.009
Epoch  48 Batch  220/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.010
Epoch  48 Batch  221/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.010
Epoch  48 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  48 Batch  223/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  48 Batch  224/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.013
Epoch  48 Batch  225/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch  226/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  48 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  48 Batch  228/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  48 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  48 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  48 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  48 Batch  232/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  48 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.011
Epoch  48 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  48 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  48 Batch  236/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  48 Batch  237/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  48 Batch  238/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  48 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  48 Batch  240/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  48 Batch  241/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.012
Epoch  48 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  48 Batch  243/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch  244/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  48 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  48 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.012
Epoch  48 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.014
Epoch  48 Batch  248/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  48 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  48 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.012
Epoch  48 Batch  251/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  48 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  48 Batch  253/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  48 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  48 Batch  255/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.009
Epoch  48 Batch  256/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.010
Epoch  48 Batch  257/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.014
Epoch  48 Batch  258/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.010
Epoch  48 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  48 Batch  260/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  48 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  48 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  48 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.013
Epoch  48 Batch  264/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.012
Epoch  48 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  48 Batch  266/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch  267/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch    1/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  49 Batch    2/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  49 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  49 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.013
Epoch  49 Batch    5/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  49 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  49 Batch    7/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.010
Epoch  49 Batch    8/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.012
Epoch  49 Batch    9/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  49 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  49 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch   12/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.014
Epoch  49 Batch   13/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  49 Batch   14/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  49 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.013
Epoch  49 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  49 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  49 Batch   20/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  49 Batch   21/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.015
Epoch  49 Batch   22/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  49 Batch   23/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.013
Epoch  49 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  49 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  49 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  49 Batch   27/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  49 Batch   28/269 - Train Accuracy:  0.960, Validation Accuracy:  0.967, Loss:  0.010
Epoch  49 Batch   29/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  49 Batch   30/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  49 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  49 Batch   32/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  49 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  49 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.014
Epoch  49 Batch   36/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch   37/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  49 Batch   38/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.013
Epoch  49 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  49 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  49 Batch   41/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  49 Batch   42/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.013
Epoch  49 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  49 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.016
Epoch  49 Batch   45/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.017
Epoch  49 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  49 Batch   47/269 - Train Accuracy:  0.981, Validation Accuracy:  0.958, Loss:  0.009
Epoch  49 Batch   48/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.012
Epoch  49 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  49 Batch   50/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.017
Epoch  49 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  49 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  49 Batch   53/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.011
Epoch  49 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.013
Epoch  49 Batch   55/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.013
Epoch  49 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.013
Epoch  49 Batch   57/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  49 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  49 Batch   59/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.013
Epoch  49 Batch   60/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.014
Epoch  49 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  49 Batch   62/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.014
Epoch  49 Batch   63/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  49 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  49 Batch   65/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.016
Epoch  49 Batch   66/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.015
Epoch  49 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.013
Epoch  49 Batch   68/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  49 Batch   69/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.016
Epoch  49 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  49 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  49 Batch   72/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.013
Epoch  49 Batch   73/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch   74/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.015
Epoch  49 Batch   76/269 - Train Accuracy:  0.961, Validation Accuracy:  0.968, Loss:  0.010
Epoch  49 Batch   77/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  49 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch   79/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.014
Epoch  49 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  49 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  49 Batch   82/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  49 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  49 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  49 Batch   85/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.009
Epoch  49 Batch   86/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.013
Epoch  49 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  49 Batch   88/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  49 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  49 Batch   90/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  49 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  49 Batch   92/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  49 Batch   93/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  49 Batch   94/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.013
Epoch  49 Batch   95/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  49 Batch   96/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  49 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch   98/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.013
Epoch  49 Batch   99/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  49 Batch  100/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.013
Epoch  49 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  49 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch  104/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  49 Batch  106/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  49 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.009
Epoch  49 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  49 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  49 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  49 Batch  112/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.010
Epoch  49 Batch  113/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  49 Batch  114/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  49 Batch  115/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.010
Epoch  49 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.011
Epoch  49 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  49 Batch  118/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  49 Batch  119/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.015
Epoch  49 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  49 Batch  121/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  49 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  49 Batch  123/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.014
Epoch  49 Batch  124/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  49 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  49 Batch  126/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.010
Epoch  49 Batch  127/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  49 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  49 Batch  129/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  49 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.013
Epoch  49 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch  132/269 - Train Accuracy:  0.959, Validation Accuracy:  0.963, Loss:  0.011
Epoch  49 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch  134/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  49 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  49 Batch  136/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.012
Epoch  49 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  49 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  49 Batch  139/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  49 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  49 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  49 Batch  143/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.012
Epoch  49 Batch  144/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  49 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  49 Batch  146/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  49 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  49 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  49 Batch  149/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  49 Batch  150/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  49 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.010
Epoch  49 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  49 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.010
Epoch  49 Batch  154/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.010
Epoch  49 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  49 Batch  156/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  49 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  49 Batch  158/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  49 Batch  159/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.011
Epoch  49 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  49 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  49 Batch  162/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  49 Batch  163/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.011
Epoch  49 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.015
Epoch  49 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  49 Batch  166/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  49 Batch  167/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  49 Batch  168/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.016
Epoch  49 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  49 Batch  170/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  49 Batch  171/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.011
Epoch  49 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  49 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  49 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  49 Batch  175/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.017
Epoch  49 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  49 Batch  177/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  49 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  49 Batch  180/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  49 Batch  181/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  49 Batch  182/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  49 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.957, Loss:  0.007
Epoch  49 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.012
Epoch  49 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.012
Epoch  49 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.954, Loss:  0.009
Epoch  49 Batch  187/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.011
Epoch  49 Batch  188/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  49 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.009
Epoch  49 Batch  190/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.011
Epoch  49 Batch  191/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.009
Epoch  49 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  49 Batch  193/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.010
Epoch  49 Batch  194/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.009
Epoch  49 Batch  195/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.010
Epoch  49 Batch  196/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  49 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  49 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  49 Batch  199/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  49 Batch  200/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.010
Epoch  49 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.010
Epoch  49 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.010
Epoch  49 Batch  203/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  49 Batch  204/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.010
Epoch  49 Batch  205/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.012
Epoch  49 Batch  206/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.014
Epoch  49 Batch  207/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.012
Epoch  49 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.011
Epoch  49 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.010
Epoch  49 Batch  210/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.013
Epoch  49 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.013
Epoch  49 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.014
Epoch  49 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  49 Batch  214/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  49 Batch  215/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  49 Batch  216/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  49 Batch  217/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.015
Epoch  49 Batch  218/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.009
Epoch  49 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.013
Epoch  49 Batch  220/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  49 Batch  221/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  49 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  49 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.009
Epoch  49 Batch  224/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.015
Epoch  49 Batch  225/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  49 Batch  226/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  49 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  49 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  49 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  49 Batch  230/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  49 Batch  231/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  49 Batch  232/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.012
Epoch  49 Batch  233/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  49 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  49 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch  236/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  49 Batch  237/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  49 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.012
Epoch  49 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.013
Epoch  49 Batch  240/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch  241/269 - Train Accuracy:  0.959, Validation Accuracy:  0.964, Loss:  0.014
Epoch  49 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.017
Epoch  49 Batch  243/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  49 Batch  245/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  49 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  49 Batch  247/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.014
Epoch  49 Batch  248/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  49 Batch  249/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  49 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.012
Epoch  49 Batch  251/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.015
Epoch  49 Batch  252/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  49 Batch  253/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.013
Epoch  49 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch  255/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  49 Batch  256/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.012
Epoch  49 Batch  257/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.015
Epoch  49 Batch  258/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  49 Batch  259/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  49 Batch  260/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  49 Batch  261/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  49 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  49 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  49 Batch  264/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.013
Epoch  49 Batch  265/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  49 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  49 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch    1/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch    2/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  50 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch    4/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.015
Epoch  50 Batch    5/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.010
Epoch  50 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  50 Batch    7/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  50 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch    9/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.012
Epoch  50 Batch   10/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  50 Batch   11/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch   12/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch   13/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  50 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  50 Batch   15/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  50 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.013
Epoch  50 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  50 Batch   18/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  50 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  50 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.014
Epoch  50 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  50 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.014
Epoch  50 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  50 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  50 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch   27/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.011
Epoch  50 Batch   28/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  50 Batch   30/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.014
Epoch  50 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  50 Batch   33/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  50 Batch   34/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  50 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch   36/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  50 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch   38/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.015
Epoch  50 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  50 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.013
Epoch  50 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  50 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.010
Epoch  50 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  50 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.015
Epoch  50 Batch   45/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.014
Epoch  50 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.952, Loss:  0.010
Epoch  50 Batch   47/269 - Train Accuracy:  0.975, Validation Accuracy:  0.954, Loss:  0.009
Epoch  50 Batch   48/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  50 Batch   49/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.010
Epoch  50 Batch   50/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.016
Epoch  50 Batch   51/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.012
Epoch  50 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  50 Batch   53/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.016
Epoch  50 Batch   54/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  50 Batch   55/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.013
Epoch  50 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.013
Epoch  50 Batch   57/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.014
Epoch  50 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  50 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  50 Batch   60/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  50 Batch   61/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.011
Epoch  50 Batch   62/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  50 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  50 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  50 Batch   65/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  50 Batch   66/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  50 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  50 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  50 Batch   69/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  50 Batch   70/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  50 Batch   71/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.013
Epoch  50 Batch   72/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  50 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  50 Batch   74/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.013
Epoch  50 Batch   76/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.009
Epoch  50 Batch   77/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.011
Epoch  50 Batch   78/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  50 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  50 Batch   80/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  50 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  50 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.008
Epoch  50 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.014
Epoch  50 Batch   84/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  50 Batch   85/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  50 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  50 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  50 Batch   88/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  50 Batch   90/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.010
Epoch  50 Batch   91/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.010
Epoch  50 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  50 Batch   93/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  50 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  50 Batch   95/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.013
Epoch  50 Batch   96/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.013
Epoch  50 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.023
Epoch  50 Batch   98/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.014
Epoch  50 Batch   99/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  50 Batch  100/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.015
Epoch  50 Batch  101/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.019
Epoch  50 Batch  102/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.013
Epoch  50 Batch  103/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.029
Epoch  50 Batch  104/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  50 Batch  105/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.022
Epoch  50 Batch  106/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.016
Epoch  50 Batch  107/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.011
Epoch  50 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  50 Batch  109/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.013
Epoch  50 Batch  110/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  50 Batch  111/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.015
Epoch  50 Batch  112/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  50 Batch  113/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.013
Epoch  50 Batch  114/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.016
Epoch  50 Batch  115/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  50 Batch  116/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  50 Batch  118/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  50 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  50 Batch  120/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  50 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  50 Batch  122/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.015
Epoch  50 Batch  123/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  50 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch  125/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch  126/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.012
Epoch  50 Batch  127/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  50 Batch  128/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  129/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  50 Batch  130/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.014
Epoch  50 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  50 Batch  132/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.013
Epoch  50 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  50 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.014
Epoch  50 Batch  137/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  50 Batch  138/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  50 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  50 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  50 Batch  143/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  144/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  145/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  50 Batch  146/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  147/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch  148/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  50 Batch  149/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.013
Epoch  50 Batch  150/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  50 Batch  151/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  50 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  50 Batch  153/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  50 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  50 Batch  155/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  50 Batch  156/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.011
Epoch  50 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  50 Batch  158/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  50 Batch  159/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.011
Epoch  50 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  50 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  50 Batch  162/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  50 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.013
Epoch  50 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  50 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  50 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  167/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  50 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  50 Batch  169/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  50 Batch  170/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  50 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  50 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.010
Epoch  50 Batch  173/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  50 Batch  174/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.012
Epoch  50 Batch  175/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.014
Epoch  50 Batch  176/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  50 Batch  177/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  50 Batch  178/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch  179/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  50 Batch  180/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  50 Batch  181/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch  182/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch  183/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  50 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.016
Epoch  50 Batch  185/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  50 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  50 Batch  187/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  50 Batch  188/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.013
Epoch  50 Batch  189/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  50 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  50 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.013
Epoch  50 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  50 Batch  193/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  50 Batch  194/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  50 Batch  195/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  50 Batch  196/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  50 Batch  197/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  50 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.009
Epoch  50 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.014
Epoch  50 Batch  200/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.007
Epoch  50 Batch  201/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  50 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  50 Batch  203/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  50 Batch  204/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  50 Batch  205/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  50 Batch  206/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.015
Epoch  50 Batch  207/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.014
Epoch  50 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.014
Epoch  50 Batch  209/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch  210/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  50 Batch  211/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  50 Batch  212/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.015
Epoch  50 Batch  213/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.011
Epoch  50 Batch  214/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.014
Epoch  50 Batch  215/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  50 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.015
Epoch  50 Batch  217/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.017
Epoch  50 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.011
Epoch  50 Batch  219/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.011
Epoch  50 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  50 Batch  221/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.016
Epoch  50 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  50 Batch  223/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.014
Epoch  50 Batch  224/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  50 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  226/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  50 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  50 Batch  228/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  50 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  50 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  50 Batch  231/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch  232/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  50 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.012
Epoch  50 Batch  234/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  50 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  50 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch  237/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch  238/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  50 Batch  239/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.016
Epoch  50 Batch  240/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.012
Epoch  50 Batch  241/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.011
Epoch  50 Batch  242/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.011
Epoch  50 Batch  243/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.013
Epoch  50 Batch  244/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  50 Batch  245/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.012
Epoch  50 Batch  246/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  50 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.015
Epoch  50 Batch  248/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.011
Epoch  50 Batch  249/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  50 Batch  250/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.012
Epoch  50 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.013
Epoch  50 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.956, Loss:  0.010
Epoch  50 Batch  253/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.013
Epoch  50 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.013
Epoch  50 Batch  255/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.011
Epoch  50 Batch  256/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.011
Epoch  50 Batch  257/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.011
Epoch  50 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.010
Epoch  50 Batch  259/269 - Train Accuracy:  0.976, Validation Accuracy:  0.956, Loss:  0.010
Epoch  50 Batch  260/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  50 Batch  261/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.008
Epoch  50 Batch  262/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  50 Batch  263/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.013
Epoch  50 Batch  264/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.013
Epoch  50 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  50 Batch  267/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  51 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  51 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  51 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch    3/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  51 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  51 Batch    5/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch    6/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  51 Batch    7/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  51 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.012
Epoch  51 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  51 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  51 Batch   11/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.011
Epoch  51 Batch   12/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.013
Epoch  51 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.012
Epoch  51 Batch   14/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.015
Epoch  51 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  51 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.016
Epoch  51 Batch   17/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  51 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  51 Batch   19/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  51 Batch   20/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  51 Batch   21/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  51 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.012
Epoch  51 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.017
Epoch  51 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch   25/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.011
Epoch  51 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  51 Batch   27/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  51 Batch   28/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  51 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  51 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  51 Batch   31/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.011
Epoch  51 Batch   32/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.005
Epoch  51 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  51 Batch   34/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.014
Epoch  51 Batch   35/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  51 Batch   36/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  51 Batch   37/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  51 Batch   38/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  51 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  51 Batch   40/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  51 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  51 Batch   42/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch   43/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch   44/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.013
Epoch  51 Batch   45/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.015
Epoch  51 Batch   46/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  51 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  51 Batch   48/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  51 Batch   49/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  51 Batch   50/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.014
Epoch  51 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.013
Epoch  51 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  51 Batch   53/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  51 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  51 Batch   55/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  51 Batch   56/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  51 Batch   57/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.014
Epoch  51 Batch   58/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  51 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  51 Batch   60/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  51 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  51 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  51 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  51 Batch   65/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  51 Batch   66/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.011
Epoch  51 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch   68/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.012
Epoch  51 Batch   69/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  51 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.012
Epoch  51 Batch   71/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  51 Batch   72/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  51 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.009
Epoch  51 Batch   74/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.011
Epoch  51 Batch   75/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.013
Epoch  51 Batch   76/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.014
Epoch  51 Batch   77/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.012
Epoch  51 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  51 Batch   79/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  51 Batch   80/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  51 Batch   83/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  51 Batch   84/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.009
Epoch  51 Batch   85/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  51 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.008
Epoch  51 Batch   87/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  51 Batch   88/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.014
Epoch  51 Batch   89/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  51 Batch   90/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  51 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  51 Batch   92/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.009
Epoch  51 Batch   93/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.010
Epoch  51 Batch   94/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  51 Batch   95/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  51 Batch   96/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  51 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  51 Batch   98/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  51 Batch   99/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  51 Batch  100/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  51 Batch  101/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.014
Epoch  51 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  51 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  51 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch  105/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  51 Batch  106/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  51 Batch  107/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.008
Epoch  51 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  51 Batch  109/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  51 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  51 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.009
Epoch  51 Batch  112/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.012
Epoch  51 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.009
Epoch  51 Batch  114/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.011
Epoch  51 Batch  115/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  51 Batch  116/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.009
Epoch  51 Batch  117/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.009
Epoch  51 Batch  118/269 - Train Accuracy:  0.980, Validation Accuracy:  0.958, Loss:  0.009
Epoch  51 Batch  119/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.013
Epoch  51 Batch  120/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.009
Epoch  51 Batch  121/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  51 Batch  122/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.011
Epoch  51 Batch  123/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch  125/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch  126/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch  127/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  51 Batch  128/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  51 Batch  129/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  51 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch  131/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  51 Batch  132/269 - Train Accuracy:  0.956, Validation Accuracy:  0.965, Loss:  0.013
Epoch  51 Batch  133/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  51 Batch  134/269 - Train Accuracy:  0.961, Validation Accuracy:  0.966, Loss:  0.012
Epoch  51 Batch  135/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  51 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.012
Epoch  51 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.014
Epoch  51 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  51 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.012
Epoch  51 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  51 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.012
Epoch  51 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.013
Epoch  51 Batch  143/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.013
Epoch  51 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.012
Epoch  51 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  51 Batch  146/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  51 Batch  147/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  51 Batch  148/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  51 Batch  149/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  51 Batch  150/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.014
Epoch  51 Batch  151/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  51 Batch  152/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  51 Batch  153/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch  154/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch  155/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  51 Batch  156/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  51 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  51 Batch  158/269 - Train Accuracy:  0.963, Validation Accuracy:  0.970, Loss:  0.012
Epoch  51 Batch  159/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.012
Epoch  51 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  51 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  51 Batch  162/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  51 Batch  163/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.010
Epoch  51 Batch  164/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.012
Epoch  51 Batch  165/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  51 Batch  166/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  51 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  51 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  51 Batch  169/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  51 Batch  170/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  51 Batch  171/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.013
Epoch  51 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  51 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.013
Epoch  51 Batch  174/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  51 Batch  175/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.016
Epoch  51 Batch  176/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  51 Batch  177/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  51 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.012
Epoch  51 Batch  179/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  51 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  51 Batch  181/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.017
Epoch  51 Batch  182/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  51 Batch  183/269 - Train Accuracy:  0.982, Validation Accuracy:  0.959, Loss:  0.007
Epoch  51 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  51 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.012
Epoch  51 Batch  186/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.009
Epoch  51 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.009
Epoch  51 Batch  188/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  51 Batch  189/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.012
Epoch  51 Batch  190/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.008
Epoch  51 Batch  191/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  51 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  51 Batch  193/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  51 Batch  194/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  51 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  51 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.013
Epoch  51 Batch  197/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.011
Epoch  51 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.016
Epoch  51 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.014
Epoch  51 Batch  200/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.016
Epoch  51 Batch  201/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.010
Epoch  51 Batch  202/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.013
Epoch  51 Batch  203/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.013
Epoch  51 Batch  204/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.014
Epoch  51 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  51 Batch  206/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.013
Epoch  51 Batch  207/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  51 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  51 Batch  209/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  51 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  51 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.013
Epoch  51 Batch  213/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  51 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch  215/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.014
Epoch  51 Batch  216/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.016
Epoch  51 Batch  217/269 - Train Accuracy:  0.956, Validation Accuracy:  0.960, Loss:  0.019
Epoch  51 Batch  218/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.015
Epoch  51 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  51 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  51 Batch  221/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  51 Batch  222/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  51 Batch  223/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.012
Epoch  51 Batch  224/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.015
Epoch  51 Batch  225/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.013
Epoch  51 Batch  226/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.012
Epoch  51 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.019
Epoch  51 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.019
Epoch  51 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.013
Epoch  51 Batch  230/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  51 Batch  231/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.015
Epoch  51 Batch  232/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.016
Epoch  51 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  51 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.013
Epoch  51 Batch  235/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch  236/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.014
Epoch  51 Batch  237/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  51 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  51 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.014
Epoch  51 Batch  240/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  51 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.014
Epoch  51 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.012
Epoch  51 Batch  243/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch  245/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch  246/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  51 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  51 Batch  248/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  51 Batch  249/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.015
Epoch  51 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  51 Batch  251/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch  252/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  51 Batch  253/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  51 Batch  254/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.016
Epoch  51 Batch  255/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  51 Batch  256/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  51 Batch  257/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.016
Epoch  51 Batch  258/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch  260/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.013
Epoch  51 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.010
Epoch  51 Batch  262/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.017
Epoch  51 Batch  263/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.013
Epoch  51 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  51 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.011
Epoch  51 Batch  266/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  51 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.011
Epoch  52 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.956, Loss:  0.012
Epoch  52 Batch    1/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.013
Epoch  52 Batch    2/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.011
Epoch  52 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.012
Epoch  52 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.015
Epoch  52 Batch    5/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  52 Batch    6/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  52 Batch    7/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.013
Epoch  52 Batch    8/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  52 Batch    9/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  52 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  52 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.013
Epoch  52 Batch   12/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  52 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.011
Epoch  52 Batch   14/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.009
Epoch  52 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  52 Batch   16/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.018
Epoch  52 Batch   17/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.010
Epoch  52 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  52 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  52 Batch   20/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch   21/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.013
Epoch  52 Batch   22/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  52 Batch   23/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.013
Epoch  52 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  52 Batch   25/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.015
Epoch  52 Batch   26/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.013
Epoch  52 Batch   27/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.012
Epoch  52 Batch   28/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.013
Epoch  52 Batch   29/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch   30/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.012
Epoch  52 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  52 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  52 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.013
Epoch  52 Batch   35/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  52 Batch   36/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  52 Batch   37/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.013
Epoch  52 Batch   38/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.014
Epoch  52 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  52 Batch   40/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch   41/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.012
Epoch  52 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  52 Batch   43/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  52 Batch   44/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  52 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.013
Epoch  52 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  52 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  52 Batch   48/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  52 Batch   49/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  52 Batch   50/269 - Train Accuracy:  0.961, Validation Accuracy:  0.968, Loss:  0.014
Epoch  52 Batch   51/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  52 Batch   52/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.008
Epoch  52 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.011
Epoch  52 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  52 Batch   55/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.013
Epoch  52 Batch   56/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.012
Epoch  52 Batch   57/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  52 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  52 Batch   59/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  52 Batch   60/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  52 Batch   61/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.013
Epoch  52 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  52 Batch   63/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.014
Epoch  52 Batch   64/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  52 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.010
Epoch  52 Batch   66/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  52 Batch   67/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  52 Batch   68/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  52 Batch   69/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.013
Epoch  52 Batch   70/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.015
Epoch  52 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.013
Epoch  52 Batch   72/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.013
Epoch  52 Batch   73/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.012
Epoch  52 Batch   74/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  52 Batch   75/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.013
Epoch  52 Batch   76/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.014
Epoch  52 Batch   77/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.012
Epoch  52 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.012
Epoch  52 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  52 Batch   80/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  52 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  52 Batch   82/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  52 Batch   83/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.018
Epoch  52 Batch   84/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  52 Batch   85/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  52 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  52 Batch   88/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.011
Epoch  52 Batch   89/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  52 Batch   90/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  52 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.011
Epoch  52 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  52 Batch   94/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.014
Epoch  52 Batch   95/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  52 Batch   96/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch   97/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  52 Batch   98/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  52 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  52 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.014
Epoch  52 Batch  101/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.015
Epoch  52 Batch  102/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.008
Epoch  52 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  52 Batch  104/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  105/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  106/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  52 Batch  108/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  52 Batch  109/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  52 Batch  110/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  52 Batch  111/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.009
Epoch  52 Batch  112/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.010
Epoch  52 Batch  113/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch  114/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  52 Batch  115/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.013
Epoch  52 Batch  116/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  52 Batch  117/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  52 Batch  118/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  52 Batch  119/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.014
Epoch  52 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  52 Batch  121/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.010
Epoch  52 Batch  122/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  52 Batch  123/269 - Train Accuracy:  0.965, Validation Accuracy:  0.970, Loss:  0.011
Epoch  52 Batch  124/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.009
Epoch  52 Batch  125/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.008
Epoch  52 Batch  126/269 - Train Accuracy:  0.965, Validation Accuracy:  0.970, Loss:  0.012
Epoch  52 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  52 Batch  128/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.011
Epoch  52 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.010
Epoch  52 Batch  130/269 - Train Accuracy:  0.964, Validation Accuracy:  0.972, Loss:  0.017
Epoch  52 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.014
Epoch  52 Batch  132/269 - Train Accuracy:  0.962, Validation Accuracy:  0.970, Loss:  0.012
Epoch  52 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  52 Batch  134/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.014
Epoch  52 Batch  135/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  52 Batch  136/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.014
Epoch  52 Batch  137/269 - Train Accuracy:  0.962, Validation Accuracy:  0.969, Loss:  0.010
Epoch  52 Batch  138/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.010
Epoch  52 Batch  139/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.011
Epoch  52 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.012
Epoch  52 Batch  141/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.011
Epoch  52 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.013
Epoch  52 Batch  143/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  52 Batch  144/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.013
Epoch  52 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  52 Batch  146/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  52 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  52 Batch  148/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  52 Batch  149/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  52 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  151/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  52 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  52 Batch  153/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  52 Batch  154/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  52 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch  156/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  52 Batch  158/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  52 Batch  159/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  52 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  52 Batch  161/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  52 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  52 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.012
Epoch  52 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  52 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  52 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  52 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  52 Batch  169/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  52 Batch  170/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  52 Batch  171/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  52 Batch  172/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.013
Epoch  52 Batch  173/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  52 Batch  174/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  52 Batch  175/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.014
Epoch  52 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  52 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  52 Batch  178/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.010
Epoch  52 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  52 Batch  180/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  52 Batch  181/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.013
Epoch  52 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.012
Epoch  52 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  52 Batch  184/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch  185/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch  186/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  52 Batch  187/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch  188/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  52 Batch  189/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  52 Batch  190/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  52 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  52 Batch  192/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  52 Batch  193/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  52 Batch  194/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  52 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  52 Batch  196/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  52 Batch  197/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  52 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  52 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.009
Epoch  52 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  52 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  52 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  52 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.007
Epoch  52 Batch  205/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  52 Batch  206/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.014
Epoch  52 Batch  208/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.012
Epoch  52 Batch  209/269 - Train Accuracy:  0.975, Validation Accuracy:  0.954, Loss:  0.009
Epoch  52 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.954, Loss:  0.010
Epoch  52 Batch  211/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.010
Epoch  52 Batch  212/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.013
Epoch  52 Batch  213/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.010
Epoch  52 Batch  214/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.010
Epoch  52 Batch  215/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  52 Batch  216/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.014
Epoch  52 Batch  217/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.013
Epoch  52 Batch  218/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.008
Epoch  52 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.010
Epoch  52 Batch  220/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  52 Batch  221/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  52 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  52 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  52 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.013
Epoch  52 Batch  225/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  52 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.009
Epoch  52 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  52 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.010
Epoch  52 Batch  229/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.009
Epoch  52 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.010
Epoch  52 Batch  231/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  52 Batch  232/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch  233/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  52 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  52 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.013
Epoch  52 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  52 Batch  239/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  240/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  52 Batch  241/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.015
Epoch  52 Batch  242/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  52 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.007
Epoch  52 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  52 Batch  245/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  246/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.012
Epoch  52 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch  248/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  52 Batch  249/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  52 Batch  250/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.013
Epoch  52 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  52 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  52 Batch  253/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.012
Epoch  52 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch  255/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch  256/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.009
Epoch  52 Batch  257/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.012
Epoch  52 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  52 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  52 Batch  260/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  52 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  52 Batch  262/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  52 Batch  263/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  52 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  52 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  52 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  52 Batch  267/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.011
Epoch  53 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.012
Epoch  53 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  53 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.014
Epoch  53 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  53 Batch    4/269 - Train Accuracy:  0.962, Validation Accuracy:  0.970, Loss:  0.013
Epoch  53 Batch    5/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  53 Batch    6/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  53 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  53 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.012
Epoch  53 Batch    9/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch   10/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch   11/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  53 Batch   12/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  53 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  53 Batch   14/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  53 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  53 Batch   16/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.016
Epoch  53 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.014
Epoch  53 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  53 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  53 Batch   20/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  53 Batch   21/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  53 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  53 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  53 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.013
Epoch  53 Batch   27/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  53 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch   30/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.014
Epoch  53 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch   32/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  53 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  53 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  53 Batch   35/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.018
Epoch  53 Batch   36/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch   37/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch   38/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.011
Epoch  53 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  53 Batch   40/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  53 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch   42/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  53 Batch   43/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  53 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  53 Batch   47/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  53 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  53 Batch   50/269 - Train Accuracy:  0.960, Validation Accuracy:  0.966, Loss:  0.012
Epoch  53 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  53 Batch   52/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch   53/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  53 Batch   54/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.013
Epoch  53 Batch   55/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch   56/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.014
Epoch  53 Batch   57/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.018
Epoch  53 Batch   58/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch   59/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.015
Epoch  53 Batch   60/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.014
Epoch  53 Batch   61/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.012
Epoch  53 Batch   62/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  53 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.014
Epoch  53 Batch   64/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  53 Batch   65/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  53 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  53 Batch   67/269 - Train Accuracy:  0.962, Validation Accuracy:  0.969, Loss:  0.011
Epoch  53 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.016
Epoch  53 Batch   69/269 - Train Accuracy:  0.953, Validation Accuracy:  0.960, Loss:  0.015
Epoch  53 Batch   70/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  53 Batch   71/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.014
Epoch  53 Batch   72/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.014
Epoch  53 Batch   73/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  53 Batch   74/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch   75/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  53 Batch   76/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.014
Epoch  53 Batch   77/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch   79/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  53 Batch   82/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch   83/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.015
Epoch  53 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch   85/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.014
Epoch  53 Batch   86/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch   87/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.016
Epoch  53 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  53 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.010
Epoch  53 Batch   91/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  53 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  53 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  53 Batch   94/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.015
Epoch  53 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch   96/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch   98/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.013
Epoch  53 Batch   99/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch  100/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.011
Epoch  53 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.015
Epoch  53 Batch  102/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  53 Batch  103/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  53 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  53 Batch  105/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  53 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.011
Epoch  53 Batch  108/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch  109/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.010
Epoch  53 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  53 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch  112/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch  113/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.011
Epoch  53 Batch  114/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  53 Batch  115/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  53 Batch  116/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  53 Batch  117/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch  118/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch  119/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  53 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  53 Batch  122/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch  123/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.011
Epoch  53 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  53 Batch  125/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  53 Batch  126/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  53 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  53 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  53 Batch  129/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.009
Epoch  53 Batch  130/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.012
Epoch  53 Batch  131/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  53 Batch  132/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch  134/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch  135/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  53 Batch  136/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch  137/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch  138/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  53 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  53 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.012
Epoch  53 Batch  141/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  53 Batch  142/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch  143/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch  144/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  53 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  53 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  53 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.011
Epoch  53 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  53 Batch  149/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.013
Epoch  53 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  53 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.012
Epoch  53 Batch  152/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch  153/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  53 Batch  154/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.009
Epoch  53 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  53 Batch  156/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  53 Batch  157/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  53 Batch  158/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  53 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  53 Batch  160/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.009
Epoch  53 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  53 Batch  162/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  53 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.011
Epoch  53 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  53 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  53 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch  167/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch  168/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  53 Batch  169/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  53 Batch  170/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  53 Batch  171/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  53 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.009
Epoch  53 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  53 Batch  174/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.014
Epoch  53 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  53 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch  179/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  53 Batch  180/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  53 Batch  181/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.012
Epoch  53 Batch  182/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.009
Epoch  53 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.006
Epoch  53 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.012
Epoch  53 Batch  185/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.008
Epoch  53 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  53 Batch  187/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.009
Epoch  53 Batch  188/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  53 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.007
Epoch  53 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  53 Batch  191/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch  193/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  53 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch  195/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.011
Epoch  53 Batch  196/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch  199/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  53 Batch  200/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  53 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  53 Batch  202/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  53 Batch  203/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  53 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch  206/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  53 Batch  207/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch  209/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  53 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  53 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  53 Batch  215/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch  216/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.013
Epoch  53 Batch  217/269 - Train Accuracy:  0.960, Validation Accuracy:  0.968, Loss:  0.013
Epoch  53 Batch  218/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  53 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  53 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  53 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.010
Epoch  53 Batch  224/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.011
Epoch  53 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch  226/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  53 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  53 Batch  228/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  53 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  53 Batch  231/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  53 Batch  232/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  53 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.010
Epoch  53 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  53 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.007
Epoch  53 Batch  236/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  53 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  53 Batch  238/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.013
Epoch  53 Batch  239/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  53 Batch  240/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  53 Batch  241/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.013
Epoch  53 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  53 Batch  243/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  53 Batch  244/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  53 Batch  246/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch  247/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch  248/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch  249/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  53 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  53 Batch  252/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  53 Batch  253/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  53 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.013
Epoch  53 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  53 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  53 Batch  257/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  53 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  53 Batch  260/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  53 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  53 Batch  262/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch  263/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  53 Batch  264/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  53 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  53 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch  267/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  54 Batch    0/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  54 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  54 Batch    2/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  54 Batch    4/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  54 Batch    5/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  54 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  54 Batch    7/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  54 Batch    8/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.014
Epoch  54 Batch    9/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  54 Batch   10/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.012
Epoch  54 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.012
Epoch  54 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.007
Epoch  54 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.010
Epoch  54 Batch   15/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.009
Epoch  54 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.011
Epoch  54 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.007
Epoch  54 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  54 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.007
Epoch  54 Batch   20/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.010
Epoch  54 Batch   21/269 - Train Accuracy:  0.958, Validation Accuracy:  0.971, Loss:  0.012
Epoch  54 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  54 Batch   23/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.015
Epoch  54 Batch   24/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.010
Epoch  54 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  54 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  54 Batch   27/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.014
Epoch  54 Batch   28/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.008
Epoch  54 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch   30/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  54 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.013
Epoch  54 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  54 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.011
Epoch  54 Batch   34/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch   35/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.014
Epoch  54 Batch   36/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  54 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  54 Batch   38/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  54 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  54 Batch   40/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch   41/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  54 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch   43/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  54 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  54 Batch   45/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.011
Epoch  54 Batch   46/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  54 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  54 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  54 Batch   49/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  54 Batch   50/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.012
Epoch  54 Batch   51/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.015
Epoch  54 Batch   52/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  54 Batch   53/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  54 Batch   54/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  54 Batch   55/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  54 Batch   56/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.013
Epoch  54 Batch   57/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  54 Batch   58/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  54 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.008
Epoch  54 Batch   60/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.015
Epoch  54 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  54 Batch   62/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  54 Batch   63/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch   64/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  54 Batch   65/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.011
Epoch  54 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  54 Batch   67/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  54 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  54 Batch   69/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.016
Epoch  54 Batch   70/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  54 Batch   71/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.015
Epoch  54 Batch   72/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.013
Epoch  54 Batch   73/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  54 Batch   74/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  54 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch   76/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  54 Batch   77/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  54 Batch   78/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  54 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  54 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  54 Batch   82/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  54 Batch   83/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  54 Batch   84/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.011
Epoch  54 Batch   85/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  54 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  54 Batch   87/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  54 Batch   88/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  54 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  54 Batch   90/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  54 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch   93/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.009
Epoch  54 Batch   94/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.015
Epoch  54 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  54 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch   98/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  54 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  101/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.013
Epoch  54 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  103/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.012
Epoch  54 Batch  107/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.008
Epoch  54 Batch  108/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch  109/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.010
Epoch  54 Batch  110/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  54 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  54 Batch  112/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  54 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  54 Batch  114/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  54 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  54 Batch  116/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  54 Batch  117/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  54 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.011
Epoch  54 Batch  119/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  54 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.013
Epoch  54 Batch  121/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  54 Batch  122/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.013
Epoch  54 Batch  123/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.013
Epoch  54 Batch  124/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.014
Epoch  54 Batch  125/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  54 Batch  126/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.013
Epoch  54 Batch  128/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  129/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.012
Epoch  54 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.013
Epoch  54 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.010
Epoch  54 Batch  132/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.012
Epoch  54 Batch  133/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.009
Epoch  54 Batch  134/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.012
Epoch  54 Batch  136/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  54 Batch  137/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.010
Epoch  54 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.010
Epoch  54 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch  141/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.012
Epoch  54 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  143/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch  144/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  54 Batch  146/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.012
Epoch  54 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch  148/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  54 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  54 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.013
Epoch  54 Batch  151/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  54 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  54 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  54 Batch  154/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  54 Batch  156/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  54 Batch  157/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  54 Batch  158/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  54 Batch  159/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  54 Batch  160/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.014
Epoch  54 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  54 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  54 Batch  163/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.012
Epoch  54 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.014
Epoch  54 Batch  165/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  54 Batch  166/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  54 Batch  167/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  54 Batch  168/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.014
Epoch  54 Batch  169/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  54 Batch  170/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  54 Batch  171/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.013
Epoch  54 Batch  172/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  54 Batch  174/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.013
Epoch  54 Batch  176/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.011
Epoch  54 Batch  177/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  54 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  54 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  54 Batch  180/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  54 Batch  181/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  54 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  54 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  54 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  54 Batch  185/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.009
Epoch  54 Batch  186/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  54 Batch  187/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  54 Batch  188/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.013
Epoch  54 Batch  189/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  54 Batch  190/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  54 Batch  191/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  54 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  54 Batch  193/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.008
Epoch  54 Batch  194/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.011
Epoch  54 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.007
Epoch  54 Batch  196/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.013
Epoch  54 Batch  197/269 - Train Accuracy:  0.980, Validation Accuracy:  0.956, Loss:  0.007
Epoch  54 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  54 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  54 Batch  200/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.012
Epoch  54 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  54 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.014
Epoch  54 Batch  204/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  54 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  54 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  54 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  54 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  54 Batch  209/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.011
Epoch  54 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.012
Epoch  54 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.013
Epoch  54 Batch  212/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.015
Epoch  54 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  54 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  54 Batch  215/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  54 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.013
Epoch  54 Batch  217/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.012
Epoch  54 Batch  218/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.009
Epoch  54 Batch  219/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.011
Epoch  54 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  54 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.014
Epoch  54 Batch  222/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  54 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  54 Batch  224/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.014
Epoch  54 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  54 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  54 Batch  228/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  54 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  54 Batch  230/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  54 Batch  231/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  54 Batch  232/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.010
Epoch  54 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  54 Batch  234/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.009
Epoch  54 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  54 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  54 Batch  237/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  54 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  54 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  241/269 - Train Accuracy:  0.956, Validation Accuracy:  0.967, Loss:  0.015
Epoch  54 Batch  242/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  54 Batch  243/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.014
Epoch  54 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  54 Batch  245/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  54 Batch  246/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.012
Epoch  54 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  54 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.009
Epoch  54 Batch  249/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  54 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.010
Epoch  54 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  54 Batch  252/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  54 Batch  253/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.010
Epoch  54 Batch  254/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.013
Epoch  54 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.012
Epoch  54 Batch  256/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  257/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch  258/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch  259/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  54 Batch  260/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  54 Batch  262/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.011
Epoch  54 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.011
Epoch  54 Batch  265/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  54 Batch  266/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.010
Epoch  54 Batch  267/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  55 Batch    0/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  55 Batch    1/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.012
Epoch  55 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.014
Epoch  55 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  55 Batch    4/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  55 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  55 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.009
Epoch  55 Batch    7/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.011
Epoch  55 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.015
Epoch  55 Batch    9/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.015
Epoch  55 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  55 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.012
Epoch  55 Batch   12/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  55 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  55 Batch   14/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.009
Epoch  55 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  55 Batch   16/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  55 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  55 Batch   18/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.011
Epoch  55 Batch   19/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch   21/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.015
Epoch  55 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  55 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch   25/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  55 Batch   26/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.008
Epoch  55 Batch   27/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.016
Epoch  55 Batch   28/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  55 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch   30/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.014
Epoch  55 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  55 Batch   32/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  55 Batch   33/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  55 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  55 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.011
Epoch  55 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.012
Epoch  55 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.011
Epoch  55 Batch   38/269 - Train Accuracy:  0.965, Validation Accuracy:  0.973, Loss:  0.011
Epoch  55 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.009
Epoch  55 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  55 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  55 Batch   42/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  55 Batch   43/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  55 Batch   44/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  55 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  55 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  55 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch   48/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  55 Batch   50/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.014
Epoch  55 Batch   51/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.013
Epoch  55 Batch   52/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  55 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.012
Epoch  55 Batch   54/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  55 Batch   55/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  55 Batch   56/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.013
Epoch  55 Batch   57/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.015
Epoch  55 Batch   58/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  55 Batch   59/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  55 Batch   60/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  55 Batch   61/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  55 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  55 Batch   65/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  55 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  55 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  55 Batch   68/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  55 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  55 Batch   70/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  55 Batch   71/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.012
Epoch  55 Batch   72/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  55 Batch   73/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.011
Epoch  55 Batch   74/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  55 Batch   75/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.013
Epoch  55 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  55 Batch   77/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  55 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  55 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.011
Epoch  55 Batch   81/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  55 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  55 Batch   83/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  55 Batch   84/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.008
Epoch  55 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch   86/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  55 Batch   87/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  55 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  55 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  55 Batch   90/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  55 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch   93/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.008
Epoch  55 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.013
Epoch  55 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  55 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  55 Batch   98/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  55 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  55 Batch  100/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  55 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  55 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  55 Batch  103/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  55 Batch  104/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  55 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  55 Batch  107/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  55 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  55 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  55 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  55 Batch  113/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.010
Epoch  55 Batch  114/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  55 Batch  115/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.010
Epoch  55 Batch  116/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.008
Epoch  55 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  55 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.014
Epoch  55 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  55 Batch  120/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  55 Batch  121/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  55 Batch  122/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  55 Batch  123/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.010
Epoch  55 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  55 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  55 Batch  126/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  55 Batch  127/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  55 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  55 Batch  129/269 - Train Accuracy:  0.963, Validation Accuracy:  0.971, Loss:  0.012
Epoch  55 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.011
Epoch  55 Batch  131/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch  132/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.012
Epoch  55 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch  134/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  55 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch  136/269 - Train Accuracy:  0.959, Validation Accuracy:  0.963, Loss:  0.014
Epoch  55 Batch  137/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  55 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  55 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  55 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  55 Batch  141/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  55 Batch  142/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.017
Epoch  55 Batch  143/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.012
Epoch  55 Batch  144/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  145/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  55 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  55 Batch  147/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  55 Batch  148/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  55 Batch  149/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  55 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  55 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  152/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  55 Batch  153/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.008
Epoch  55 Batch  154/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  55 Batch  155/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  55 Batch  156/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch  157/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  55 Batch  158/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  55 Batch  159/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  55 Batch  160/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  55 Batch  161/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  55 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  55 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.009
Epoch  55 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  55 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.012
Epoch  55 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.010
Epoch  55 Batch  167/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch  168/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch  169/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.009
Epoch  55 Batch  170/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  55 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  172/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  55 Batch  173/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.010
Epoch  55 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  55 Batch  175/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.014
Epoch  55 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  55 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  55 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  55 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  55 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  55 Batch  181/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  55 Batch  182/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  55 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  55 Batch  184/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.013
Epoch  55 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  186/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  55 Batch  187/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.014
Epoch  55 Batch  188/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  55 Batch  189/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.008
Epoch  55 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  55 Batch  191/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.010
Epoch  55 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  55 Batch  193/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch  194/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  55 Batch  195/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.009
Epoch  55 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  55 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  55 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  55 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  55 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.009
Epoch  55 Batch  201/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  55 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  55 Batch  203/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  55 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  55 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  207/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.009
Epoch  55 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  55 Batch  209/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  55 Batch  210/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  55 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  55 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  55 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  55 Batch  214/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  55 Batch  215/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.012
Epoch  55 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.013
Epoch  55 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch  218/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch  220/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  55 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  55 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  55 Batch  223/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  55 Batch  224/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch  225/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch  226/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  55 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  55 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  55 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  55 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  55 Batch  231/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  55 Batch  232/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  55 Batch  233/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.007
Epoch  55 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  55 Batch  235/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.006
Epoch  55 Batch  236/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.010
Epoch  55 Batch  237/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  55 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.008
Epoch  55 Batch  239/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  55 Batch  240/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  55 Batch  241/269 - Train Accuracy:  0.959, Validation Accuracy:  0.969, Loss:  0.012
Epoch  55 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  55 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  55 Batch  244/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  55 Batch  245/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  55 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  55 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.011
Epoch  55 Batch  248/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  55 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  55 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  55 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  55 Batch  252/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  55 Batch  253/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.010
Epoch  55 Batch  254/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  55 Batch  255/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  55 Batch  257/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch  258/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  55 Batch  259/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  55 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  55 Batch  261/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.007
Epoch  55 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  55 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.011
Epoch  55 Batch  264/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  55 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  55 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  55 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  56 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  56 Batch    1/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  56 Batch    2/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  56 Batch    3/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  56 Batch    4/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch    5/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  56 Batch    6/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch    7/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  56 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  56 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  56 Batch   10/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch   11/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  56 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  56 Batch   13/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  56 Batch   14/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  56 Batch   16/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.011
Epoch  56 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.007
Epoch  56 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch   19/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch   20/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch   21/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  56 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  56 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  56 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  56 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  56 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  56 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch   28/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  56 Batch   30/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  56 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  56 Batch   34/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch   35/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  56 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  56 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  56 Batch   38/269 - Train Accuracy:  0.967, Validation Accuracy:  0.972, Loss:  0.010
Epoch  56 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  56 Batch   40/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  56 Batch   41/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch   43/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.009
Epoch  56 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  56 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  56 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  56 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  56 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  56 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  56 Batch   50/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.011
Epoch  56 Batch   51/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.009
Epoch  56 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.008
Epoch  56 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  56 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  56 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch   57/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.014
Epoch  56 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  56 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  56 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  56 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  56 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.011
Epoch  56 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  56 Batch   65/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  56 Batch   66/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  56 Batch   68/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch   69/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  56 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  56 Batch   71/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.013
Epoch  56 Batch   72/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  56 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  56 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.009
Epoch  56 Batch   75/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.011
Epoch  56 Batch   76/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  56 Batch   77/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  56 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.008
Epoch  56 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.010
Epoch  56 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.007
Epoch  56 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  56 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  56 Batch   83/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.012
Epoch  56 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  56 Batch   85/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  56 Batch   86/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  56 Batch   87/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  56 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  56 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  56 Batch   90/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.008
Epoch  56 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  56 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  56 Batch   93/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  56 Batch   94/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  56 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch   97/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  56 Batch   98/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  56 Batch   99/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.008
Epoch  56 Batch  100/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  56 Batch  101/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  56 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.007
Epoch  56 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  56 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  56 Batch  105/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  56 Batch  107/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.007
Epoch  56 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch  109/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  56 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  56 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  56 Batch  112/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  56 Batch  113/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  56 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  56 Batch  115/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  56 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  56 Batch  117/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  56 Batch  118/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  56 Batch  119/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.011
Epoch  56 Batch  120/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  56 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  56 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.010
Epoch  56 Batch  124/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.010
Epoch  56 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.009
Epoch  56 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  56 Batch  127/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  56 Batch  128/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.007
Epoch  56 Batch  129/269 - Train Accuracy:  0.966, Validation Accuracy:  0.972, Loss:  0.011
Epoch  56 Batch  130/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.013
Epoch  56 Batch  131/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  56 Batch  132/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  56 Batch  133/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  56 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  56 Batch  136/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  56 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  56 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  56 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  56 Batch  143/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  56 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  56 Batch  145/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  56 Batch  146/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  56 Batch  147/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  56 Batch  148/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  56 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  56 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  56 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  56 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  56 Batch  153/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  56 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  56 Batch  156/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch  157/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  56 Batch  158/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  56 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  56 Batch  160/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  56 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch  163/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.010
Epoch  56 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  56 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  56 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  56 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.011
Epoch  56 Batch  168/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.015
Epoch  56 Batch  169/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  56 Batch  171/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  56 Batch  172/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  56 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch  174/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch  175/269 - Train Accuracy:  0.965, Validation Accuracy:  0.971, Loss:  0.014
Epoch  56 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  56 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  56 Batch  179/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.009
Epoch  56 Batch  180/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  56 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.013
Epoch  56 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  56 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  56 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch  186/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  56 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  56 Batch  188/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  56 Batch  189/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.008
Epoch  56 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  56 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  56 Batch  193/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  56 Batch  194/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  56 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  56 Batch  197/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.010
Epoch  56 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  56 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  56 Batch  200/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.008
Epoch  56 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  56 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  56 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  56 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  56 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch  206/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  56 Batch  207/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  56 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  56 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  56 Batch  210/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.013
Epoch  56 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  56 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  56 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.006
Epoch  56 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  56 Batch  215/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.010
Epoch  56 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.012
Epoch  56 Batch  217/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.014
Epoch  56 Batch  218/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.006
Epoch  56 Batch  219/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  56 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  56 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  56 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  56 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.007
Epoch  56 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.013
Epoch  56 Batch  225/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  56 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.009
Epoch  56 Batch  227/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  56 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.007
Epoch  56 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch  230/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  56 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  56 Batch  232/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  56 Batch  233/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.007
Epoch  56 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  56 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch  236/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  56 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.011
Epoch  56 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  56 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  56 Batch  240/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  56 Batch  241/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  56 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  56 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  56 Batch  244/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  56 Batch  245/269 - Train Accuracy:  0.961, Validation Accuracy:  0.966, Loss:  0.010
Epoch  56 Batch  246/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  56 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  56 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  56 Batch  250/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  56 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  56 Batch  252/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch  253/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  56 Batch  254/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  56 Batch  255/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch  256/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.007
Epoch  56 Batch  257/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  56 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  56 Batch  259/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  56 Batch  260/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  56 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  56 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  56 Batch  264/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  56 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  57 Batch    0/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  57 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  57 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  57 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  57 Batch    4/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch    5/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch    7/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch    8/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch    9/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.010
Epoch  57 Batch   11/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.012
Epoch  57 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  57 Batch   13/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.007
Epoch  57 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  57 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  57 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  57 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.010
Epoch  57 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  57 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  57 Batch   20/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  57 Batch   21/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  57 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  57 Batch   23/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.011
Epoch  57 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  57 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  57 Batch   26/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  57 Batch   27/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  57 Batch   28/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  57 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  57 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  57 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch   35/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.013
Epoch  57 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch   37/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.009
Epoch  57 Batch   38/269 - Train Accuracy:  0.965, Validation Accuracy:  0.970, Loss:  0.009
Epoch  57 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  57 Batch   40/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  57 Batch   41/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  57 Batch   42/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch   43/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  57 Batch   45/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.011
Epoch  57 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  57 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  57 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  57 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  57 Batch   50/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.012
Epoch  57 Batch   51/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  57 Batch   54/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch   55/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.013
Epoch  57 Batch   56/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.008
Epoch  57 Batch   57/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  57 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  57 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch   61/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.010
Epoch  57 Batch   63/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.011
Epoch  57 Batch   64/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.008
Epoch  57 Batch   65/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.008
Epoch  57 Batch   66/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.011
Epoch  57 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  57 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.011
Epoch  57 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  57 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  57 Batch   72/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.011
Epoch  57 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  57 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch   77/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  57 Batch   78/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  57 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.008
Epoch  57 Batch   80/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.009
Epoch  57 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.012
Epoch  57 Batch   82/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  57 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.012
Epoch  57 Batch   84/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  57 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.012
Epoch  57 Batch   86/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  57 Batch   87/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  57 Batch   88/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch   89/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  57 Batch   90/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  57 Batch   91/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  57 Batch   93/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  57 Batch   94/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  57 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch   98/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  57 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  57 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  101/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.015
Epoch  57 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  57 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  57 Batch  107/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  57 Batch  108/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  57 Batch  109/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.012
Epoch  57 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  57 Batch  111/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  57 Batch  112/269 - Train Accuracy:  0.964, Validation Accuracy:  0.971, Loss:  0.008
Epoch  57 Batch  113/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.011
Epoch  57 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  57 Batch  115/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  57 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  57 Batch  117/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  57 Batch  118/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  57 Batch  119/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.015
Epoch  57 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  57 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  122/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch  124/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  57 Batch  126/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.012
Epoch  57 Batch  127/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  57 Batch  128/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch  129/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  57 Batch  130/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  57 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch  132/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  134/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  57 Batch  136/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  57 Batch  137/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.010
Epoch  57 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.007
Epoch  57 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.008
Epoch  57 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.010
Epoch  57 Batch  141/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  57 Batch  142/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.012
Epoch  57 Batch  143/269 - Train Accuracy:  0.967, Validation Accuracy:  0.972, Loss:  0.009
Epoch  57 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.007
Epoch  57 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.007
Epoch  57 Batch  146/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.008
Epoch  57 Batch  147/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.008
Epoch  57 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.010
Epoch  57 Batch  149/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  57 Batch  150/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.012
Epoch  57 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  154/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch  156/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  57 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  57 Batch  158/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  159/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.010
Epoch  57 Batch  160/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  57 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  57 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.008
Epoch  57 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  57 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.010
Epoch  57 Batch  167/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  168/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  57 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  57 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  57 Batch  171/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.010
Epoch  57 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  57 Batch  173/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  57 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch  175/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  57 Batch  176/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  57 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch  178/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  57 Batch  179/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  57 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  57 Batch  182/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  57 Batch  183/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  57 Batch  184/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  57 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch  186/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  57 Batch  187/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  57 Batch  188/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch  189/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  57 Batch  190/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  57 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  57 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  57 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  57 Batch  195/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch  196/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  57 Batch  197/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.009
Epoch  57 Batch  198/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  57 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  57 Batch  200/269 - Train Accuracy:  0.985, Validation Accuracy:  0.961, Loss:  0.006
Epoch  57 Batch  201/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.010
Epoch  57 Batch  202/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  57 Batch  203/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  57 Batch  204/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  57 Batch  205/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  57 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  57 Batch  207/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  57 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  57 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  211/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  57 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  57 Batch  213/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  57 Batch  215/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.011
Epoch  57 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.014
Epoch  57 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.967, Loss:  0.013
Epoch  57 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  220/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  221/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  57 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  224/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  57 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  57 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  57 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  57 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  57 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  57 Batch  230/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  57 Batch  231/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.011
Epoch  57 Batch  232/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.010
Epoch  57 Batch  233/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.008
Epoch  57 Batch  234/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.009
Epoch  57 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.005
Epoch  57 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  57 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  57 Batch  240/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  57 Batch  241/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.011
Epoch  57 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch  243/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  57 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  245/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch  246/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.011
Epoch  57 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch  250/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  57 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  57 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  253/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  57 Batch  254/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  57 Batch  255/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  256/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch  257/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  57 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  57 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  57 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  57 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  57 Batch  262/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  263/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  264/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  265/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  58 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  58 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  58 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  58 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.007
Epoch  58 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.009
Epoch  58 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  58 Batch    6/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  58 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  58 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.009
Epoch  58 Batch    9/269 - Train Accuracy:  0.967, Validation Accuracy:  0.972, Loss:  0.010
Epoch  58 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.008
Epoch  58 Batch   11/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.010
Epoch  58 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.012
Epoch  58 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  58 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  58 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.006
Epoch  58 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.013
Epoch  58 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  58 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  58 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  58 Batch   20/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  58 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  58 Batch   22/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  58 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  58 Batch   24/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  58 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  58 Batch   26/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  58 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.009
Epoch  58 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  58 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  58 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  58 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  58 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  58 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  58 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  58 Batch   38/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.010
Epoch  58 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  58 Batch   40/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  58 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  58 Batch   42/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  58 Batch   43/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  58 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  58 Batch   46/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  58 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  58 Batch   48/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  58 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  58 Batch   51/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  58 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  58 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.009
Epoch  58 Batch   54/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  58 Batch   55/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  58 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.011
Epoch  58 Batch   57/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  58 Batch   58/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  58 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.005
Epoch  58 Batch   60/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.011
Epoch  58 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  58 Batch   63/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.011
Epoch  58 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.009
Epoch  58 Batch   65/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  58 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  58 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  58 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.009
Epoch  58 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.013
Epoch  58 Batch   70/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  58 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  58 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  58 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  58 Batch   74/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.007
Epoch  58 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.011
Epoch  58 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  58 Batch   77/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.008
Epoch  58 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  58 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  58 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  58 Batch   81/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  58 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  58 Batch   83/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.012
Epoch  58 Batch   84/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  58 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  58 Batch   86/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.007
Epoch  58 Batch   87/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  58 Batch   88/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.009
Epoch  58 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.009
Epoch  58 Batch   90/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  58 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.008
Epoch  58 Batch   92/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.006
Epoch  58 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  58 Batch   94/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  58 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  58 Batch   96/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  58 Batch   97/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  58 Batch   98/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch   99/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.007
Epoch  58 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  102/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  105/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  58 Batch  107/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  58 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  58 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  58 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  58 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  58 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  58 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  58 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.007
Epoch  58 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  58 Batch  118/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.008
Epoch  58 Batch  119/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  58 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  58 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  58 Batch  122/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  58 Batch  123/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  58 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  58 Batch  125/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  58 Batch  126/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  58 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  58 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  58 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  58 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  58 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  58 Batch  132/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  58 Batch  133/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  58 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  58 Batch  135/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  58 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  58 Batch  137/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  58 Batch  138/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  58 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  140/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  58 Batch  142/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  58 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  58 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  58 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  58 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  150/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  58 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.012
Epoch  58 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  58 Batch  153/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  58 Batch  154/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  58 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  58 Batch  156/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.010
Epoch  58 Batch  157/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.009
Epoch  58 Batch  158/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  159/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  58 Batch  160/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  58 Batch  162/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.008
Epoch  58 Batch  163/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.010
Epoch  58 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  58 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  58 Batch  166/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  58 Batch  167/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  168/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  169/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  58 Batch  171/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  58 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  58 Batch  173/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  58 Batch  174/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  58 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.013
Epoch  58 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  58 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  58 Batch  178/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  58 Batch  179/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  180/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  58 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  182/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  58 Batch  183/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  58 Batch  184/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  58 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  188/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  190/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  58 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  58 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  58 Batch  193/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  58 Batch  194/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  58 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  58 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  58 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  58 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  58 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  58 Batch  200/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.012
Epoch  58 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  58 Batch  204/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.011
Epoch  58 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  58 Batch  206/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  58 Batch  207/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.012
Epoch  58 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  58 Batch  209/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  58 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.014
Epoch  58 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  58 Batch  214/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  58 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  58 Batch  216/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.015
Epoch  58 Batch  217/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.014
Epoch  58 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  58 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  58 Batch  224/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  58 Batch  226/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  58 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  58 Batch  228/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  58 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.010
Epoch  58 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.009
Epoch  58 Batch  231/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.013
Epoch  58 Batch  232/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.014
Epoch  58 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.011
Epoch  58 Batch  234/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  58 Batch  235/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  58 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  239/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.016
Epoch  58 Batch  240/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  58 Batch  241/269 - Train Accuracy:  0.957, Validation Accuracy:  0.963, Loss:  0.013
Epoch  58 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  58 Batch  243/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  58 Batch  244/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  58 Batch  245/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.010
Epoch  58 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  247/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  58 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  249/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  58 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.012
Epoch  58 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  58 Batch  253/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch  254/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  58 Batch  255/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  58 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  58 Batch  257/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  58 Batch  258/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  58 Batch  259/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  58 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  58 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.954, Loss:  0.007
Epoch  58 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.956, Loss:  0.008
Epoch  58 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.955, Loss:  0.011
Epoch  58 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.009
Epoch  58 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  58 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  58 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch    0/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  59 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  59 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch    4/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.013
Epoch  59 Batch    5/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  59 Batch    7/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  59 Batch    8/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  59 Batch   10/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  59 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.013
Epoch  59 Batch   12/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  59 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch   15/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  59 Batch   16/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.016
Epoch  59 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  59 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  59 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch   20/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  59 Batch   21/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  59 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  59 Batch   27/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  59 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  59 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  59 Batch   32/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.006
Epoch  59 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  59 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  59 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.013
Epoch  59 Batch   36/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  59 Batch   38/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.009
Epoch  59 Batch   39/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.006
Epoch  59 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  59 Batch   42/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  59 Batch   43/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.009
Epoch  59 Batch   44/269 - Train Accuracy:  0.972, Validation Accuracy:  0.974, Loss:  0.010
Epoch  59 Batch   45/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.011
Epoch  59 Batch   46/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  59 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.012
Epoch  59 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  59 Batch   50/269 - Train Accuracy:  0.961, Validation Accuracy:  0.968, Loss:  0.011
Epoch  59 Batch   51/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  59 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  59 Batch   53/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  59 Batch   54/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   55/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   56/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  59 Batch   57/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  59 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  59 Batch   59/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  59 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  59 Batch   61/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  59 Batch   65/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   66/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  59 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  59 Batch   70/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  59 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  59 Batch   72/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  59 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  59 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  59 Batch   75/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  59 Batch   77/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  59 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  59 Batch   80/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  59 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  59 Batch   83/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch   84/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  59 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch   86/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  59 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  59 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  59 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  59 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.009
Epoch  59 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  59 Batch   92/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch   93/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  59 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch   96/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  59 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  59 Batch   98/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  59 Batch  100/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  59 Batch  101/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.014
Epoch  59 Batch  102/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  59 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  59 Batch  104/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  59 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  59 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  59 Batch  107/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.011
Epoch  59 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  59 Batch  109/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  59 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  59 Batch  112/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  59 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  59 Batch  114/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  59 Batch  115/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch  116/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.009
Epoch  59 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  59 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.015
Epoch  59 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  59 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  59 Batch  121/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  59 Batch  122/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  59 Batch  123/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  59 Batch  124/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  59 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  59 Batch  126/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  59 Batch  127/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  59 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  59 Batch  129/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch  131/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.020
Epoch  59 Batch  132/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.011
Epoch  59 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch  134/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  59 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  59 Batch  136/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  59 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  59 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  59 Batch  139/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.012
Epoch  59 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.012
Epoch  59 Batch  142/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch  143/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.010
Epoch  59 Batch  144/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  59 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.011
Epoch  59 Batch  146/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.014
Epoch  59 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.012
Epoch  59 Batch  148/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  59 Batch  149/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  59 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.014
Epoch  59 Batch  151/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.012
Epoch  59 Batch  152/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  59 Batch  153/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.011
Epoch  59 Batch  154/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  59 Batch  155/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.013
Epoch  59 Batch  156/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  59 Batch  158/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.013
Epoch  59 Batch  159/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  59 Batch  160/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  59 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  59 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  59 Batch  163/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  59 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  59 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  59 Batch  166/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  59 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.013
Epoch  59 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  59 Batch  169/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  59 Batch  170/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch  171/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch  172/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  59 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  59 Batch  174/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.014
Epoch  59 Batch  175/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.017
Epoch  59 Batch  176/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  59 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  59 Batch  178/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  59 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  59 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  59 Batch  181/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  59 Batch  182/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  59 Batch  183/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.006
Epoch  59 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  59 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  59 Batch  187/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  59 Batch  188/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  59 Batch  190/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  59 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  59 Batch  193/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  59 Batch  194/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  59 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch  196/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  59 Batch  197/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  59 Batch  198/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.011
Epoch  59 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.008
Epoch  59 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.011
Epoch  59 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  59 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  59 Batch  203/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.014
Epoch  59 Batch  204/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch  205/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  59 Batch  206/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  59 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  59 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  59 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  59 Batch  210/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  59 Batch  211/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  59 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.009
Epoch  59 Batch  213/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  59 Batch  214/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  59 Batch  215/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  59 Batch  217/269 - Train Accuracy:  0.954, Validation Accuracy:  0.965, Loss:  0.013
Epoch  59 Batch  218/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.011
Epoch  59 Batch  220/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch  222/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch  223/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  59 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.013
Epoch  59 Batch  225/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  59 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.011
Epoch  59 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  59 Batch  228/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  59 Batch  230/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.010
Epoch  59 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.013
Epoch  59 Batch  232/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.008
Epoch  59 Batch  233/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch  234/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  59 Batch  235/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  59 Batch  236/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  59 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  59 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  59 Batch  240/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  59 Batch  241/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.016
Epoch  59 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  59 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  59 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  59 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  59 Batch  246/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.015
Epoch  59 Batch  247/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  59 Batch  248/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  59 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  59 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.012
Epoch  59 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  59 Batch  252/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  59 Batch  253/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch  254/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  59 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch  256/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch  257/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  59 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  59 Batch  260/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  59 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  59 Batch  262/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  59 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  59 Batch  264/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  59 Batch  265/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  59 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch  267/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  60 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  60 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  60 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  60 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  60 Batch    5/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  60 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  60 Batch    7/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.012
Epoch  60 Batch    8/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  60 Batch    9/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch   10/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  60 Batch   11/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  60 Batch   12/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  60 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  60 Batch   14/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch   16/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.013
Epoch  60 Batch   17/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  60 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.012
Epoch  60 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.010
Epoch  60 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  60 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  60 Batch   22/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  60 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.015
Epoch  60 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  60 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  60 Batch   26/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch   28/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch   29/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.010
Epoch  60 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.011
Epoch  60 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  60 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  60 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  60 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  60 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.012
Epoch  60 Batch   36/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  60 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.011
Epoch  60 Batch   38/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  60 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  60 Batch   40/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  60 Batch   41/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  60 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  60 Batch   43/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  60 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch   45/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.014
Epoch  60 Batch   46/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  60 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  60 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  60 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  60 Batch   50/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.015
Epoch  60 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch   52/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  60 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  60 Batch   54/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  60 Batch   55/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  60 Batch   56/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch   57/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  60 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  60 Batch   60/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  60 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  60 Batch   62/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  60 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  60 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  60 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  60 Batch   66/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  60 Batch   67/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  60 Batch   68/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch   69/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.013
Epoch  60 Batch   70/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  60 Batch   71/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  60 Batch   72/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.011
Epoch  60 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  60 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.011
Epoch  60 Batch   76/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  60 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.013
Epoch  60 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.013
Epoch  60 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch   81/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch   82/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  60 Batch   84/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  60 Batch   85/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.008
Epoch  60 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  60 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch   89/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.012
Epoch  60 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  60 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  60 Batch   93/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  60 Batch   94/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  60 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  60 Batch   96/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  60 Batch   97/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  60 Batch   98/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.010
Epoch  60 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  60 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.012
Epoch  60 Batch  101/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  60 Batch  102/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  60 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  60 Batch  104/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  60 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  60 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  60 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  60 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  60 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  60 Batch  110/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  60 Batch  111/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  60 Batch  112/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.012
Epoch  60 Batch  113/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.011
Epoch  60 Batch  114/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  60 Batch  115/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  60 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.012
Epoch  60 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  60 Batch  118/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.010
Epoch  60 Batch  119/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  60 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  60 Batch  121/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  60 Batch  122/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  60 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.011
Epoch  60 Batch  124/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  60 Batch  125/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.009
Epoch  60 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  60 Batch  127/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  128/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.011
Epoch  60 Batch  130/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  60 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  60 Batch  132/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  60 Batch  133/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  60 Batch  134/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch  135/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  60 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  60 Batch  137/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  60 Batch  138/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  60 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  60 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  60 Batch  141/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch  142/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.012
Epoch  60 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  60 Batch  144/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  60 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  60 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.012
Epoch  60 Batch  148/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  60 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.013
Epoch  60 Batch  151/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.012
Epoch  60 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  60 Batch  154/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.013
Epoch  60 Batch  155/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.013
Epoch  60 Batch  156/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  60 Batch  157/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  60 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  159/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  60 Batch  160/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  60 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  60 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.011
Epoch  60 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  60 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  60 Batch  166/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  60 Batch  167/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  60 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  60 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  171/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  173/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.014
Epoch  60 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  60 Batch  177/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch  178/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch  180/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  60 Batch  181/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  60 Batch  182/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  60 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.007
Epoch  60 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  60 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.012
Epoch  60 Batch  186/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  60 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.009
Epoch  60 Batch  188/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch  189/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  60 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  60 Batch  193/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  60 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch  195/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  60 Batch  196/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  60 Batch  197/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  60 Batch  198/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  60 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.013
Epoch  60 Batch  200/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.010
Epoch  60 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  60 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  60 Batch  203/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.015
Epoch  60 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  60 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  60 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  60 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  60 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.010
Epoch  60 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.012
Epoch  60 Batch  212/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  60 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  60 Batch  214/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.009
Epoch  60 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  60 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  60 Batch  217/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.012
Epoch  60 Batch  218/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  60 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.009
Epoch  60 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch  221/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  60 Batch  223/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.011
Epoch  60 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.014
Epoch  60 Batch  225/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch  226/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.012
Epoch  60 Batch  227/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  60 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  60 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  60 Batch  231/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  60 Batch  232/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.009
Epoch  60 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch  234/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.008
Epoch  60 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  60 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  60 Batch  238/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.013
Epoch  60 Batch  240/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  60 Batch  241/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.013
Epoch  60 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  60 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.008
Epoch  60 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  60 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  60 Batch  246/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.012
Epoch  60 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch  248/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  60 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  60 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.012
Epoch  60 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  60 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  60 Batch  253/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  60 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  60 Batch  255/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  60 Batch  256/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.009
Epoch  60 Batch  257/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.013
Epoch  60 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  60 Batch  259/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  60 Batch  260/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  60 Batch  261/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  60 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  60 Batch  263/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  60 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  60 Batch  265/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  60 Batch  266/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  60 Batch  267/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  61 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.008
Epoch  61 Batch    1/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.007
Epoch  61 Batch    2/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.011
Epoch  61 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.009
Epoch  61 Batch    4/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.010
Epoch  61 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.011
Epoch  61 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  61 Batch    7/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  61 Batch    8/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.008
Epoch  61 Batch    9/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  61 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.013
Epoch  61 Batch   12/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  61 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  61 Batch   14/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  61 Batch   16/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.015
Epoch  61 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  61 Batch   18/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  61 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch   21/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  61 Batch   23/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.013
Epoch  61 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  61 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  61 Batch   26/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  61 Batch   27/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  61 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  61 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.009
Epoch  61 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  61 Batch   31/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  61 Batch   32/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  61 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  61 Batch   34/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.008
Epoch  61 Batch   35/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.011
Epoch  61 Batch   36/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.011
Epoch  61 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.011
Epoch  61 Batch   38/269 - Train Accuracy:  0.968, Validation Accuracy:  0.973, Loss:  0.012
Epoch  61 Batch   39/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.008
Epoch  61 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.012
Epoch  61 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.011
Epoch  61 Batch   42/269 - Train Accuracy:  0.972, Validation Accuracy:  0.974, Loss:  0.010
Epoch  61 Batch   43/269 - Train Accuracy:  0.969, Validation Accuracy:  0.973, Loss:  0.011
Epoch  61 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  61 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.013
Epoch  61 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  61 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.012
Epoch  61 Batch   48/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch   49/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  61 Batch   50/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.010
Epoch  61 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  61 Batch   52/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  61 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.010
Epoch  61 Batch   54/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  61 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  61 Batch   56/269 - Train Accuracy:  0.961, Validation Accuracy:  0.969, Loss:  0.013
Epoch  61 Batch   57/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.014
Epoch  61 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  61 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  61 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  61 Batch   62/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.013
Epoch  61 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  61 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch   65/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  61 Batch   66/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  61 Batch   67/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  61 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  61 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  61 Batch   70/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  61 Batch   71/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  61 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  61 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  61 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  61 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.012
Epoch  61 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  61 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch   78/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  61 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  61 Batch   80/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.009
Epoch  61 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  61 Batch   82/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.006
Epoch  61 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.013
Epoch  61 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch   85/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  61 Batch   86/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch   87/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  61 Batch   88/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  61 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.012
Epoch  61 Batch   90/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.012
Epoch  61 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  61 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  61 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  61 Batch   94/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  61 Batch   95/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.012
Epoch  61 Batch   96/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch   98/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  61 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  61 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.012
Epoch  61 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  61 Batch  102/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  61 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  61 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  61 Batch  105/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  61 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  61 Batch  107/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  61 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  61 Batch  109/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.011
Epoch  61 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  61 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch  112/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch  113/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  61 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  61 Batch  115/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.011
Epoch  61 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  61 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.009
Epoch  61 Batch  118/269 - Train Accuracy:  0.980, Validation Accuracy:  0.958, Loss:  0.008
Epoch  61 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  61 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.009
Epoch  61 Batch  121/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.008
Epoch  61 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.013
Epoch  61 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.010
Epoch  61 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  61 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  61 Batch  126/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  61 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  61 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  61 Batch  129/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.010
Epoch  61 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.012
Epoch  61 Batch  131/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.019
Epoch  61 Batch  132/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  61 Batch  133/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  134/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.008
Epoch  61 Batch  135/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.006
Epoch  61 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.011
Epoch  61 Batch  137/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  61 Batch  138/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  61 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  61 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  61 Batch  143/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  61 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  61 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.007
Epoch  61 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  61 Batch  147/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  61 Batch  148/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  61 Batch  151/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  61 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  61 Batch  153/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  61 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  61 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  61 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  61 Batch  158/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  61 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  61 Batch  160/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.006
Epoch  61 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  61 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  61 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.013
Epoch  61 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.006
Epoch  61 Batch  166/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  61 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  61 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  61 Batch  169/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.009
Epoch  61 Batch  170/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.013
Epoch  61 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.011
Epoch  61 Batch  172/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  61 Batch  173/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  61 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  61 Batch  175/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  61 Batch  176/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  61 Batch  178/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  61 Batch  179/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  61 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  61 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch  182/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  61 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  61 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.009
Epoch  61 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  61 Batch  187/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  61 Batch  188/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  61 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.007
Epoch  61 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch  191/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  61 Batch  192/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  61 Batch  193/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  61 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  61 Batch  196/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  61 Batch  197/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  61 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  61 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  61 Batch  200/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  61 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  61 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  61 Batch  203/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  61 Batch  204/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  61 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  61 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  61 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  61 Batch  209/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  61 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  61 Batch  212/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  61 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  61 Batch  214/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch  215/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.013
Epoch  61 Batch  216/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.017
Epoch  61 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.020
Epoch  61 Batch  218/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.011
Epoch  61 Batch  219/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.011
Epoch  61 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.015
Epoch  61 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.012
Epoch  61 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.009
Epoch  61 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.009
Epoch  61 Batch  224/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.014
Epoch  61 Batch  225/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  61 Batch  226/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.008
Epoch  61 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.012
Epoch  61 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  61 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  61 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.013
Epoch  61 Batch  231/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.013
Epoch  61 Batch  232/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  61 Batch  233/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  61 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  61 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  61 Batch  236/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  61 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  61 Batch  240/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  61 Batch  241/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.014
Epoch  61 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  61 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.011
Epoch  61 Batch  244/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.011
Epoch  61 Batch  245/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.013
Epoch  61 Batch  246/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.013
Epoch  61 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.015
Epoch  61 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.013
Epoch  61 Batch  249/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  61 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  252/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  253/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  61 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.014
Epoch  61 Batch  255/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  61 Batch  256/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  61 Batch  257/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.014
Epoch  61 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.014
Epoch  61 Batch  260/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.014
Epoch  61 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  61 Batch  262/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  61 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  61 Batch  264/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  61 Batch  265/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  61 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  61 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  62 Batch    0/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  62 Batch    1/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.011
Epoch  62 Batch    2/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.012
Epoch  62 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.012
Epoch  62 Batch    4/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.012
Epoch  62 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  62 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  62 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  62 Batch    8/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.015
Epoch  62 Batch    9/269 - Train Accuracy:  0.963, Validation Accuracy:  0.970, Loss:  0.014
Epoch  62 Batch   10/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.013
Epoch  62 Batch   11/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.011
Epoch  62 Batch   12/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.012
Epoch  62 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.007
Epoch  62 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  62 Batch   15/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  62 Batch   16/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.016
Epoch  62 Batch   17/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  62 Batch   18/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.011
Epoch  62 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.011
Epoch  62 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch   21/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.016
Epoch  62 Batch   22/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  62 Batch   23/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.018
Epoch  62 Batch   24/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.014
Epoch  62 Batch   25/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  62 Batch   26/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  62 Batch   27/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch   28/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.016
Epoch  62 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.012
Epoch  62 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.015
Epoch  62 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  62 Batch   32/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  62 Batch   33/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  62 Batch   34/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  62 Batch   35/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.018
Epoch  62 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  62 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.011
Epoch  62 Batch   38/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.015
Epoch  62 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  62 Batch   40/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.013
Epoch  62 Batch   41/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.012
Epoch  62 Batch   42/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  62 Batch   43/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.011
Epoch  62 Batch   44/269 - Train Accuracy:  0.976, Validation Accuracy:  0.955, Loss:  0.012
Epoch  62 Batch   45/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.012
Epoch  62 Batch   46/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.011
Epoch  62 Batch   47/269 - Train Accuracy:  0.978, Validation Accuracy:  0.955, Loss:  0.010
Epoch  62 Batch   48/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.014
Epoch  62 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  62 Batch   50/269 - Train Accuracy:  0.963, Validation Accuracy:  0.968, Loss:  0.013
Epoch  62 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.014
Epoch  62 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  62 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.013
Epoch  62 Batch   54/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  62 Batch   55/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch   56/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.014
Epoch  62 Batch   57/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.014
Epoch  62 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.013
Epoch  62 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.012
Epoch  62 Batch   60/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  62 Batch   61/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  62 Batch   62/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  62 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.016
Epoch  62 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  62 Batch   65/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  62 Batch   66/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  62 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.010
Epoch  62 Batch   68/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  62 Batch   69/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  62 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  62 Batch   71/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  62 Batch   72/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.014
Epoch  62 Batch   73/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  62 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.008
Epoch  62 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  62 Batch   76/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  62 Batch   77/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  62 Batch   78/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  62 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  62 Batch   80/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.012
Epoch  62 Batch   81/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  62 Batch   82/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  62 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.014
Epoch  62 Batch   84/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.016
Epoch  62 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.012
Epoch  62 Batch   86/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  62 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch   88/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.011
Epoch  62 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  62 Batch   90/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.011
Epoch  62 Batch   91/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.011
Epoch  62 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.010
Epoch  62 Batch   93/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.009
Epoch  62 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.013
Epoch  62 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  62 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  62 Batch   97/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  62 Batch   98/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  62 Batch   99/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  62 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  62 Batch  101/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  62 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  62 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  62 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  62 Batch  105/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.011
Epoch  62 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  62 Batch  107/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  62 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  62 Batch  109/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.013
Epoch  62 Batch  110/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.009
Epoch  62 Batch  111/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.010
Epoch  62 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  62 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  62 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  62 Batch  115/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  62 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  62 Batch  118/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.009
Epoch  62 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  62 Batch  120/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  62 Batch  121/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  62 Batch  122/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  62 Batch  123/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.013
Epoch  62 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  62 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  62 Batch  126/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  62 Batch  127/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  62 Batch  128/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  62 Batch  129/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.016
Epoch  62 Batch  130/269 - Train Accuracy:  0.963, Validation Accuracy:  0.968, Loss:  0.013
Epoch  62 Batch  131/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.012
Epoch  62 Batch  132/269 - Train Accuracy:  0.954, Validation Accuracy:  0.971, Loss:  0.014
Epoch  62 Batch  133/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.010
Epoch  62 Batch  134/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.011
Epoch  62 Batch  135/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.009
Epoch  62 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  62 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  62 Batch  138/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch  139/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  62 Batch  141/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.015
Epoch  62 Batch  142/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.017
Epoch  62 Batch  143/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  62 Batch  144/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  62 Batch  145/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  62 Batch  146/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.009
Epoch  62 Batch  147/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  62 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.009
Epoch  62 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.012
Epoch  62 Batch  150/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.014
Epoch  62 Batch  151/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.010
Epoch  62 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.011
Epoch  62 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.008
Epoch  62 Batch  154/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.013
Epoch  62 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.013
Epoch  62 Batch  156/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.013
Epoch  62 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.010
Epoch  62 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.011
Epoch  62 Batch  159/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  62 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  62 Batch  161/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  62 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  62 Batch  163/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.009
Epoch  62 Batch  164/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  62 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  62 Batch  166/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  62 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  62 Batch  168/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.012
Epoch  62 Batch  169/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  62 Batch  170/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  62 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  62 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  62 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  62 Batch  174/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  62 Batch  175/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.014
Epoch  62 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  62 Batch  179/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  62 Batch  180/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  62 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  62 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  62 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  62 Batch  188/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  62 Batch  189/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.010
Epoch  62 Batch  190/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch  191/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  62 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  62 Batch  193/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  62 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  62 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  62 Batch  196/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.016
Epoch  62 Batch  197/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  62 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  62 Batch  199/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  62 Batch  200/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.009
Epoch  62 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  62 Batch  202/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  62 Batch  203/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  62 Batch  204/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  62 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  62 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  62 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  62 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.008
Epoch  62 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  62 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.010
Epoch  62 Batch  211/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  62 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.013
Epoch  62 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  62 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  62 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  62 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  62 Batch  217/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.012
Epoch  62 Batch  218/269 - Train Accuracy:  0.981, Validation Accuracy:  0.956, Loss:  0.007
Epoch  62 Batch  219/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.012
Epoch  62 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.010
Epoch  62 Batch  221/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.009
Epoch  62 Batch  222/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.009
Epoch  62 Batch  223/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.008
Epoch  62 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.014
Epoch  62 Batch  225/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  62 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.957, Loss:  0.013
Epoch  62 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.013
Epoch  62 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  62 Batch  229/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  62 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.014
Epoch  62 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  62 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  62 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  62 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  62 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  62 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  62 Batch  238/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  62 Batch  239/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  62 Batch  240/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  62 Batch  241/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  62 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  62 Batch  243/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.009
Epoch  62 Batch  244/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  62 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  62 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.013
Epoch  62 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  62 Batch  249/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  62 Batch  250/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  62 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  62 Batch  252/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  62 Batch  253/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.014
Epoch  62 Batch  254/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  62 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  62 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  62 Batch  257/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.011
Epoch  62 Batch  258/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  62 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  62 Batch  260/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch  261/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  62 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.013
Epoch  62 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  62 Batch  265/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  62 Batch  266/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  62 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  63 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  63 Batch    3/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  63 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  63 Batch    5/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  63 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  63 Batch    7/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  63 Batch    8/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  63 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch   11/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  63 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.014
Epoch  63 Batch   13/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.012
Epoch  63 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  63 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  63 Batch   16/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.014
Epoch  63 Batch   17/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  63 Batch   18/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.013
Epoch  63 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  63 Batch   20/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  63 Batch   23/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  63 Batch   24/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  63 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  63 Batch   26/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  63 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  63 Batch   28/269 - Train Accuracy:  0.960, Validation Accuracy:  0.965, Loss:  0.011
Epoch  63 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.013
Epoch  63 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  63 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  63 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  63 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.012
Epoch  63 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  63 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.018
Epoch  63 Batch   36/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.015
Epoch  63 Batch   37/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.012
Epoch  63 Batch   38/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.015
Epoch  63 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch   40/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  63 Batch   41/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  63 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.013
Epoch  63 Batch   43/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  63 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.013
Epoch  63 Batch   45/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.013
Epoch  63 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  63 Batch   47/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.008
Epoch  63 Batch   48/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  63 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  63 Batch   50/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.012
Epoch  63 Batch   51/269 - Train Accuracy:  0.961, Validation Accuracy:  0.966, Loss:  0.012
Epoch  63 Batch   52/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  63 Batch   53/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  63 Batch   54/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  63 Batch   55/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.014
Epoch  63 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.014
Epoch  63 Batch   57/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.013
Epoch  63 Batch   58/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  63 Batch   59/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  63 Batch   60/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  63 Batch   61/269 - Train Accuracy:  0.958, Validation Accuracy:  0.960, Loss:  0.015
Epoch  63 Batch   62/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.016
Epoch  63 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.016
Epoch  63 Batch   64/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  63 Batch   65/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  63 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  63 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.015
Epoch  63 Batch   68/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.016
Epoch  63 Batch   69/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.015
Epoch  63 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.011
Epoch  63 Batch   71/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.019
Epoch  63 Batch   72/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.013
Epoch  63 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  63 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.013
Epoch  63 Batch   75/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.013
Epoch  63 Batch   76/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.012
Epoch  63 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  63 Batch   78/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  63 Batch   79/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch   80/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  63 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.014
Epoch  63 Batch   82/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.009
Epoch  63 Batch   83/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.013
Epoch  63 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  63 Batch   85/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  63 Batch   86/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  63 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  63 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.012
Epoch  63 Batch   89/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  63 Batch   90/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  63 Batch   91/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  63 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  63 Batch   93/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.015
Epoch  63 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  63 Batch   96/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch   97/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  63 Batch   98/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  63 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  63 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  63 Batch  101/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  63 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  63 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch  104/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  63 Batch  105/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.009
Epoch  63 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.010
Epoch  63 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.007
Epoch  63 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  63 Batch  109/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  63 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.009
Epoch  63 Batch  112/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  63 Batch  113/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.012
Epoch  63 Batch  114/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  63 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.012
Epoch  63 Batch  116/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  63 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.011
Epoch  63 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  63 Batch  119/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  63 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  63 Batch  122/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.012
Epoch  63 Batch  123/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  63 Batch  124/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  63 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.007
Epoch  63 Batch  126/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.008
Epoch  63 Batch  127/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.007
Epoch  63 Batch  128/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.011
Epoch  63 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.011
Epoch  63 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  63 Batch  131/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  63 Batch  132/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.014
Epoch  63 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  63 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  63 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  63 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  63 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  63 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  63 Batch  140/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  63 Batch  141/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  63 Batch  142/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.012
Epoch  63 Batch  143/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  63 Batch  144/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  63 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  63 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  63 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.012
Epoch  63 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  63 Batch  149/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.013
Epoch  63 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  63 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  63 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  63 Batch  153/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  63 Batch  155/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch  156/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  63 Batch  158/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  63 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  63 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.013
Epoch  63 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  63 Batch  162/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  63 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  63 Batch  164/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  63 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  63 Batch  166/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  63 Batch  167/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  63 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  63 Batch  170/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  63 Batch  171/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  63 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.009
Epoch  63 Batch  173/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  63 Batch  174/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  63 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.013
Epoch  63 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  63 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  63 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  63 Batch  179/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  63 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  63 Batch  181/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  63 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  63 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.011
Epoch  63 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch  186/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch  187/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  63 Batch  188/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  63 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  63 Batch  190/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  63 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  63 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch  193/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  63 Batch  194/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  63 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  63 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  63 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  63 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  63 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  63 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.009
Epoch  63 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.011
Epoch  63 Batch  202/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  63 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  63 Batch  204/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  63 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  63 Batch  206/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  63 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  63 Batch  208/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.014
Epoch  63 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch  210/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.015
Epoch  63 Batch  212/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  63 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  63 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch  215/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  63 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  63 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.011
Epoch  63 Batch  218/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  63 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.010
Epoch  63 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.008
Epoch  63 Batch  221/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  63 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  63 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  63 Batch  224/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  63 Batch  225/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  63 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  63 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  63 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  63 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  63 Batch  230/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  63 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.013
Epoch  63 Batch  232/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.009
Epoch  63 Batch  233/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.010
Epoch  63 Batch  234/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.008
Epoch  63 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  63 Batch  236/269 - Train Accuracy:  0.969, Validation Accuracy:  0.974, Loss:  0.010
Epoch  63 Batch  237/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  63 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  63 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  63 Batch  240/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  63 Batch  241/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.013
Epoch  63 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  63 Batch  243/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.008
Epoch  63 Batch  244/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  63 Batch  245/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.009
Epoch  63 Batch  246/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  63 Batch  247/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  63 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  63 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  63 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.014
Epoch  63 Batch  251/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  63 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  63 Batch  253/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.011
Epoch  63 Batch  254/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.012
Epoch  63 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  63 Batch  256/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.008
Epoch  63 Batch  257/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.009
Epoch  63 Batch  258/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  63 Batch  259/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  63 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  63 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  63 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  63 Batch  263/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  63 Batch  264/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  63 Batch  265/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  63 Batch  266/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.006
Epoch  63 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  64 Batch    0/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  64 Batch    1/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  64 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.009
Epoch  64 Batch    3/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.006
Epoch  64 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.972, Loss:  0.010
Epoch  64 Batch    5/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  64 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.011
Epoch  64 Batch    7/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  64 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  64 Batch    9/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  64 Batch   10/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  64 Batch   11/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  64 Batch   12/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.014
Epoch  64 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.007
Epoch  64 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.009
Epoch  64 Batch   15/269 - Train Accuracy:  0.968, Validation Accuracy:  0.973, Loss:  0.009
Epoch  64 Batch   16/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.012
Epoch  64 Batch   17/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.009
Epoch  64 Batch   18/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.010
Epoch  64 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.008
Epoch  64 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  64 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  64 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  64 Batch   23/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.011
Epoch  64 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  64 Batch   25/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.011
Epoch  64 Batch   26/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.009
Epoch  64 Batch   27/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.009
Epoch  64 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.011
Epoch  64 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.011
Epoch  64 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.011
Epoch  64 Batch   31/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  64 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  64 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  64 Batch   34/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  64 Batch   35/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.014
Epoch  64 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  64 Batch   37/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  64 Batch   38/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  64 Batch   39/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  64 Batch   40/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.013
Epoch  64 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.010
Epoch  64 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  64 Batch   43/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  64 Batch   44/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  64 Batch   45/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  64 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  64 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  64 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  64 Batch   50/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.011
Epoch  64 Batch   51/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.012
Epoch  64 Batch   52/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  64 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  64 Batch   54/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  64 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  64 Batch   56/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  64 Batch   57/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  64 Batch   58/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  64 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  64 Batch   60/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  64 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  64 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.014
Epoch  64 Batch   63/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  64 Batch   64/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  64 Batch   65/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.011
Epoch  64 Batch   66/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.011
Epoch  64 Batch   67/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  64 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  64 Batch   69/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.015
Epoch  64 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  64 Batch   72/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  64 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  64 Batch   74/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  64 Batch   75/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  64 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  64 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  64 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  64 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  64 Batch   80/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  64 Batch   81/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.012
Epoch  64 Batch   82/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  64 Batch   83/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  64 Batch   84/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  64 Batch   85/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.007
Epoch  64 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  64 Batch   87/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.009
Epoch  64 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  64 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  64 Batch   90/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch   92/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch   93/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  64 Batch   94/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  64 Batch   95/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  64 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  64 Batch   97/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  64 Batch   98/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  64 Batch   99/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  64 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  64 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  64 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  64 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  64 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  64 Batch  105/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  64 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  64 Batch  107/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  64 Batch  108/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  64 Batch  109/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  64 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  64 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  64 Batch  112/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  64 Batch  113/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.008
Epoch  64 Batch  115/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  64 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  64 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  64 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  64 Batch  120/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  64 Batch  122/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  64 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  64 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  64 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  64 Batch  126/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  127/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  64 Batch  128/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  64 Batch  129/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.009
Epoch  64 Batch  130/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  64 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  64 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  64 Batch  133/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  64 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  135/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.009
Epoch  64 Batch  136/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  64 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  64 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  64 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  64 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  64 Batch  143/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  64 Batch  144/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.007
Epoch  64 Batch  145/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.006
Epoch  64 Batch  146/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  64 Batch  147/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  64 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  64 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  64 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  64 Batch  151/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  64 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  64 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  64 Batch  154/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.007
Epoch  64 Batch  155/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch  156/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  64 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  64 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  64 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  64 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  64 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  162/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  164/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  64 Batch  166/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  64 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch  169/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  64 Batch  170/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.010
Epoch  64 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.010
Epoch  64 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.009
Epoch  64 Batch  173/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.007
Epoch  64 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  64 Batch  175/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  64 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.009
Epoch  64 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  64 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  64 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  64 Batch  181/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  64 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  64 Batch  184/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  64 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  64 Batch  187/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  188/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.009
Epoch  64 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.008
Epoch  64 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  64 Batch  191/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  64 Batch  192/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  64 Batch  193/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  64 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  64 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  64 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  64 Batch  197/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  64 Batch  198/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  64 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  64 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.009
Epoch  64 Batch  201/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  64 Batch  202/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.009
Epoch  64 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  204/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  64 Batch  206/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  64 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  64 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  64 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  64 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  213/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  64 Batch  214/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  64 Batch  215/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  64 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  64 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.008
Epoch  64 Batch  219/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.011
Epoch  64 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  64 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  64 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.004
Epoch  64 Batch  224/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  64 Batch  225/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  64 Batch  226/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  64 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  64 Batch  228/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  64 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.011
Epoch  64 Batch  230/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.008
Epoch  64 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.010
Epoch  64 Batch  232/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  64 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  64 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  64 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  239/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  64 Batch  240/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  241/269 - Train Accuracy:  0.961, Validation Accuracy:  0.966, Loss:  0.012
Epoch  64 Batch  242/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  64 Batch  243/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  244/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  64 Batch  245/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  246/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  64 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  249/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  64 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  64 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.012
Epoch  64 Batch  252/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  253/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  64 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  64 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  64 Batch  257/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  64 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  64 Batch  260/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  261/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  64 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  64 Batch  263/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  64 Batch  264/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  64 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  64 Batch  266/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.006
Epoch  64 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  65 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.007
Epoch  65 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  65 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  65 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.011
Epoch  65 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  65 Batch    5/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  65 Batch    6/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  65 Batch    7/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  65 Batch    8/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  65 Batch    9/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  65 Batch   10/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  65 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch   14/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  65 Batch   16/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  65 Batch   17/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  65 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  65 Batch   20/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  65 Batch   21/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  65 Batch   23/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  65 Batch   24/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch   26/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  65 Batch   27/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  65 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  65 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch   30/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  65 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  65 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  65 Batch   34/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  65 Batch   36/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  65 Batch   37/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  65 Batch   38/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  65 Batch   39/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  65 Batch   41/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  65 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  65 Batch   44/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  65 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  65 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.006
Epoch  65 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  65 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  65 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  65 Batch   50/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  65 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  65 Batch   54/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  65 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  65 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  65 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.014
Epoch  65 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  65 Batch   59/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  65 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  65 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  65 Batch   62/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  65 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  65 Batch   64/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  65 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  65 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch   68/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  65 Batch   69/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  65 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch   71/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  65 Batch   72/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  65 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  65 Batch   75/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  65 Batch   77/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  65 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  65 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  65 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  65 Batch   83/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.013
Epoch  65 Batch   84/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  65 Batch   85/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.006
Epoch  65 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  65 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  65 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  65 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  65 Batch   90/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  65 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch   93/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch   94/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  65 Batch   95/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch   96/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  65 Batch   97/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  100/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  65 Batch  101/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  65 Batch  102/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.009
Epoch  65 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  65 Batch  104/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.010
Epoch  65 Batch  105/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  65 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  65 Batch  107/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.006
Epoch  65 Batch  108/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  65 Batch  109/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  65 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  65 Batch  111/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  65 Batch  112/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  65 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  65 Batch  115/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.011
Epoch  65 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.007
Epoch  65 Batch  117/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.007
Epoch  65 Batch  118/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.007
Epoch  65 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  65 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  65 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  65 Batch  122/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  65 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.010
Epoch  65 Batch  124/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  65 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  65 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.008
Epoch  65 Batch  127/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.008
Epoch  65 Batch  128/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.010
Epoch  65 Batch  129/269 - Train Accuracy:  0.970, Validation Accuracy:  0.974, Loss:  0.008
Epoch  65 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.974, Loss:  0.011
Epoch  65 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.975, Loss:  0.011
Epoch  65 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.010
Epoch  65 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.976, Loss:  0.007
Epoch  65 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.975, Loss:  0.007
Epoch  65 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.006
Epoch  65 Batch  136/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.009
Epoch  65 Batch  137/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  65 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  65 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  65 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  65 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  65 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  65 Batch  143/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  65 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  65 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  147/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  148/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  65 Batch  149/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  65 Batch  150/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  65 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  65 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  65 Batch  154/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch  156/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.006
Epoch  65 Batch  158/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  65 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch  160/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  65 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  65 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.007
Epoch  65 Batch  164/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  65 Batch  166/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  65 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch  168/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  65 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.006
Epoch  65 Batch  170/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.010
Epoch  65 Batch  171/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  65 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  173/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  65 Batch  174/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  65 Batch  175/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  65 Batch  176/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  65 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.006
Epoch  65 Batch  178/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  65 Batch  179/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  65 Batch  180/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  65 Batch  181/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  65 Batch  182/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  65 Batch  184/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  65 Batch  186/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  65 Batch  187/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  65 Batch  188/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  65 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  65 Batch  190/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  65 Batch  191/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.007
Epoch  65 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  65 Batch  193/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  65 Batch  194/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  65 Batch  195/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  65 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  65 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  65 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch  200/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.006
Epoch  65 Batch  201/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  65 Batch  202/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  65 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  65 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  65 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  65 Batch  206/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  65 Batch  207/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.006
Epoch  65 Batch  208/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  65 Batch  209/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  65 Batch  210/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  65 Batch  211/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  65 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  65 Batch  213/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  65 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  65 Batch  216/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  65 Batch  217/269 - Train Accuracy:  0.956, Validation Accuracy:  0.962, Loss:  0.011
Epoch  65 Batch  218/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.007
Epoch  65 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch  220/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch  221/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  65 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  65 Batch  223/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  65 Batch  224/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  65 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  65 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  65 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  65 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  65 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  65 Batch  231/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  65 Batch  232/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch  233/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  65 Batch  234/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  65 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  65 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  65 Batch  237/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  65 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  65 Batch  239/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  65 Batch  240/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  65 Batch  241/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  65 Batch  242/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  243/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  65 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  65 Batch  245/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  65 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  65 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  65 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  65 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  65 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  65 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch  253/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  65 Batch  255/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  65 Batch  256/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  65 Batch  257/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  65 Batch  258/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.008
Epoch  65 Batch  259/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  65 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  65 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.006
Epoch  65 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  65 Batch  263/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.008
Epoch  65 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  65 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  65 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  65 Batch  267/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  66 Batch    1/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  66 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.009
Epoch  66 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  66 Batch    5/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  66 Batch    6/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.011
Epoch  66 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  66 Batch    9/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch   11/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  66 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  66 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  66 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.970, Loss:  0.012
Epoch  66 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.008
Epoch  66 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  66 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  66 Batch   20/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch   21/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.010
Epoch  66 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch   23/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  66 Batch   24/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  66 Batch   25/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch   26/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.007
Epoch  66 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch   28/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  66 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.009
Epoch  66 Batch   31/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  66 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.007
Epoch  66 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.974, Loss:  0.007
Epoch  66 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.010
Epoch  66 Batch   36/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  66 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.007
Epoch  66 Batch   38/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.008
Epoch  66 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.005
Epoch  66 Batch   40/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  66 Batch   41/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  66 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  66 Batch   43/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  66 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  66 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  66 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  66 Batch   47/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  66 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  66 Batch   49/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  66 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  66 Batch   51/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch   52/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  66 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  66 Batch   55/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch   56/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  66 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch   60/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.009
Epoch  66 Batch   61/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  66 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  66 Batch   63/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  66 Batch   65/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.005
Epoch  66 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch   67/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch   68/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.010
Epoch  66 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  66 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  66 Batch   71/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.010
Epoch  66 Batch   72/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  66 Batch   73/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  66 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.006
Epoch  66 Batch   75/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  66 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.007
Epoch  66 Batch   77/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.008
Epoch  66 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  66 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  66 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  66 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  66 Batch   82/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  66 Batch   84/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  66 Batch   86/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  66 Batch   87/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  66 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.005
Epoch  66 Batch   90/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  66 Batch   91/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  66 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  66 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  66 Batch   94/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.012
Epoch  66 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  66 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.013
Epoch  66 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  66 Batch   99/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  66 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  66 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch  105/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  66 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  66 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  66 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  66 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  112/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  66 Batch  113/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch  114/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  66 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  66 Batch  116/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch  117/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  66 Batch  118/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  66 Batch  120/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.005
Epoch  66 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  66 Batch  122/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch  123/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch  124/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch  125/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  66 Batch  126/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch  127/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  66 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch  129/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  66 Batch  130/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  66 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  66 Batch  133/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  66 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  135/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  66 Batch  136/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  66 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  66 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.006
Epoch  66 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  66 Batch  141/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  66 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  66 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  147/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  66 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  66 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  66 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  66 Batch  151/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.008
Epoch  66 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.010
Epoch  66 Batch  153/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  66 Batch  154/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  66 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  66 Batch  156/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  66 Batch  157/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  66 Batch  158/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  66 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  66 Batch  160/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  66 Batch  162/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  163/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  66 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  66 Batch  166/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  66 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  66 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  66 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  66 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  66 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  66 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  66 Batch  173/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  66 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  66 Batch  175/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.011
Epoch  66 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  66 Batch  177/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  66 Batch  178/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  66 Batch  179/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  66 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  66 Batch  181/269 - Train Accuracy:  0.966, Validation Accuracy:  0.972, Loss:  0.012
Epoch  66 Batch  182/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  66 Batch  185/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  66 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  66 Batch  187/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  66 Batch  188/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  66 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  190/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch  191/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch  192/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  66 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.005
Epoch  66 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  66 Batch  196/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  66 Batch  198/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  66 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  202/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  66 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch  204/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  66 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  66 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  66 Batch  209/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  66 Batch  210/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  66 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  66 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  66 Batch  213/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  66 Batch  214/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  66 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  66 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch  217/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.010
Epoch  66 Batch  218/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  220/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.009
Epoch  66 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  66 Batch  223/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.007
Epoch  66 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  66 Batch  225/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  66 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  66 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  66 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.007
Epoch  66 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.006
Epoch  66 Batch  230/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.009
Epoch  66 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  66 Batch  232/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  66 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.010
Epoch  66 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  66 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.006
Epoch  66 Batch  236/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  66 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  66 Batch  238/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  66 Batch  239/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  66 Batch  240/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  66 Batch  241/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.011
Epoch  66 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.006
Epoch  66 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  66 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  66 Batch  245/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  66 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch  247/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  66 Batch  248/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  66 Batch  253/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  66 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  66 Batch  255/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  66 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  66 Batch  257/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  66 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  66 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  66 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  66 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  66 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  66 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  66 Batch  264/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  66 Batch  265/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  66 Batch  266/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  67 Batch    0/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.007
Epoch  67 Batch    1/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  67 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch    3/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch    4/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  67 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  67 Batch    6/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch    7/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  67 Batch    8/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  67 Batch    9/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  67 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  67 Batch   11/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  67 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.012
Epoch  67 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.008
Epoch  67 Batch   14/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  67 Batch   15/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  67 Batch   16/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  67 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  67 Batch   19/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  67 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch   21/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.010
Epoch  67 Batch   22/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch   23/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.014
Epoch  67 Batch   24/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  67 Batch   26/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  67 Batch   27/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  67 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  67 Batch   30/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  67 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch   35/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.015
Epoch  67 Batch   36/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  67 Batch   37/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  67 Batch   38/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  67 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   40/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  67 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.010
Epoch  67 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  67 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch   44/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  67 Batch   45/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.013
Epoch  67 Batch   46/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch   48/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch   49/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  67 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  67 Batch   52/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  67 Batch   53/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.009
Epoch  67 Batch   54/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.010
Epoch  67 Batch   55/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.009
Epoch  67 Batch   56/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.012
Epoch  67 Batch   57/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.012
Epoch  67 Batch   58/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  67 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  67 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  67 Batch   61/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch   62/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  67 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  67 Batch   65/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  67 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  67 Batch   67/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch   69/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.013
Epoch  67 Batch   70/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.013
Epoch  67 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.013
Epoch  67 Batch   72/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  67 Batch   73/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   75/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  67 Batch   76/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch   77/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  67 Batch   79/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.012
Epoch  67 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  67 Batch   83/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.013
Epoch  67 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  67 Batch   85/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  67 Batch   86/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.009
Epoch  67 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  67 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch   89/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  67 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   91/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  67 Batch   92/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   93/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  67 Batch   94/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.014
Epoch  67 Batch   95/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  67 Batch   96/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch   98/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  67 Batch   99/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.012
Epoch  67 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  67 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.007
Epoch  67 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.010
Epoch  67 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  67 Batch  105/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  67 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  67 Batch  107/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  67 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  67 Batch  109/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  67 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  67 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  112/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.012
Epoch  67 Batch  113/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  67 Batch  114/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.013
Epoch  67 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  67 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  67 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch  118/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  67 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  67 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  67 Batch  124/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  67 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  67 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  67 Batch  127/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.011
Epoch  67 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  67 Batch  130/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  67 Batch  131/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch  133/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.008
Epoch  67 Batch  134/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  67 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  67 Batch  136/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  67 Batch  137/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  67 Batch  138/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  67 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch  140/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  67 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch  142/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  67 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  67 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  67 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  67 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  67 Batch  147/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch  148/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  67 Batch  150/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  67 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.009
Epoch  67 Batch  152/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  67 Batch  153/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  67 Batch  154/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  67 Batch  155/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch  156/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  158/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  159/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch  160/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  67 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  67 Batch  163/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.009
Epoch  67 Batch  164/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  67 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  67 Batch  166/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.009
Epoch  67 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  67 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.012
Epoch  67 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.009
Epoch  67 Batch  170/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.010
Epoch  67 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.008
Epoch  67 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.957, Loss:  0.010
Epoch  67 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.010
Epoch  67 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.011
Epoch  67 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  67 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  67 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.012
Epoch  67 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  67 Batch  180/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.009
Epoch  67 Batch  181/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  67 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  67 Batch  183/269 - Train Accuracy:  0.981, Validation Accuracy:  0.959, Loss:  0.007
Epoch  67 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  67 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  67 Batch  186/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.008
Epoch  67 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.013
Epoch  67 Batch  188/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.009
Epoch  67 Batch  189/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.008
Epoch  67 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  67 Batch  191/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  67 Batch  193/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  67 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.010
Epoch  67 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.007
Epoch  67 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.013
Epoch  67 Batch  197/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.009
Epoch  67 Batch  198/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.011
Epoch  67 Batch  199/269 - Train Accuracy:  0.976, Validation Accuracy:  0.956, Loss:  0.010
Epoch  67 Batch  200/269 - Train Accuracy:  0.976, Validation Accuracy:  0.956, Loss:  0.008
Epoch  67 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.011
Epoch  67 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.009
Epoch  67 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  67 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.009
Epoch  67 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  67 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.015
Epoch  67 Batch  207/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  67 Batch  208/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  67 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  67 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  67 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  67 Batch  212/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  67 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  67 Batch  214/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  67 Batch  215/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  67 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  67 Batch  217/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  218/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.008
Epoch  67 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  221/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  67 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  67 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  67 Batch  224/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  67 Batch  225/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.012
Epoch  67 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  67 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  67 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  232/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  67 Batch  234/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  67 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.007
Epoch  67 Batch  236/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  67 Batch  237/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.007
Epoch  67 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  67 Batch  240/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch  241/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.010
Epoch  67 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  67 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  67 Batch  244/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  67 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.010
Epoch  67 Batch  246/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  67 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  67 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  67 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  67 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  67 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  67 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  67 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch  254/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  67 Batch  255/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  67 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  67 Batch  257/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  67 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch  259/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  67 Batch  260/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.011
Epoch  67 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  67 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  67 Batch  263/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.009
Epoch  67 Batch  264/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  67 Batch  265/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.007
Epoch  67 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  67 Batch  267/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  68 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  68 Batch    1/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  68 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  68 Batch    3/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  68 Batch    4/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch    5/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  68 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  68 Batch    7/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  68 Batch    8/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.010
Epoch  68 Batch    9/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  68 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch   11/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  68 Batch   12/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  68 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  68 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.006
Epoch  68 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  68 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  68 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  68 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  68 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  68 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  68 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.007
Epoch  68 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  68 Batch   23/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  68 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  68 Batch   26/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  68 Batch   27/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  68 Batch   28/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.007
Epoch  68 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  68 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.007
Epoch  68 Batch   31/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  68 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  68 Batch   33/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.007
Epoch  68 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.011
Epoch  68 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.014
Epoch  68 Batch   36/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  68 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.010
Epoch  68 Batch   38/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  68 Batch   39/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.007
Epoch  68 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  68 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  68 Batch   42/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  68 Batch   43/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.012
Epoch  68 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.013
Epoch  68 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch   46/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.017
Epoch  68 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  68 Batch   48/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch   49/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  68 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.015
Epoch  68 Batch   51/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  68 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.014
Epoch  68 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  68 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  68 Batch   55/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  68 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.012
Epoch  68 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  68 Batch   58/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  68 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  68 Batch   60/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.015
Epoch  68 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.013
Epoch  68 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.011
Epoch  68 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  68 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  68 Batch   66/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  68 Batch   67/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.014
Epoch  68 Batch   68/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.016
Epoch  68 Batch   69/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.012
Epoch  68 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.008
Epoch  68 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.013
Epoch  68 Batch   72/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.010
Epoch  68 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.012
Epoch  68 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.008
Epoch  68 Batch   75/269 - Train Accuracy:  0.973, Validation Accuracy:  0.953, Loss:  0.012
Epoch  68 Batch   76/269 - Train Accuracy:  0.976, Validation Accuracy:  0.954, Loss:  0.007
Epoch  68 Batch   77/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.008
Epoch  68 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.009
Epoch  68 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.016
Epoch  68 Batch   80/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.016
Epoch  68 Batch   81/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.014
Epoch  68 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  68 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.015
Epoch  68 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  68 Batch   85/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  68 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  68 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  68 Batch   88/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  68 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  68 Batch   90/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  68 Batch   91/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  68 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  68 Batch   93/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  68 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  68 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  68 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  68 Batch   97/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.012
Epoch  68 Batch   98/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.011
Epoch  68 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  68 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  68 Batch  101/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  68 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  104/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  68 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  68 Batch  106/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.012
Epoch  68 Batch  107/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  68 Batch  108/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  68 Batch  109/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.012
Epoch  68 Batch  111/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  68 Batch  112/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  68 Batch  113/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  114/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  68 Batch  115/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  68 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  68 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  68 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.011
Epoch  68 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  68 Batch  120/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.009
Epoch  68 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  68 Batch  122/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.011
Epoch  68 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  68 Batch  124/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  68 Batch  125/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  68 Batch  126/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  68 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  68 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  68 Batch  129/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  68 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  68 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  132/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  68 Batch  133/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  68 Batch  134/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  68 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  68 Batch  136/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  68 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  68 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  68 Batch  139/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  68 Batch  140/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  68 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.012
Epoch  68 Batch  142/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.013
Epoch  68 Batch  143/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  68 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  68 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.006
Epoch  68 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  68 Batch  147/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  68 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.011
Epoch  68 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.012
Epoch  68 Batch  150/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  68 Batch  151/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  68 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  68 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  68 Batch  154/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  68 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  68 Batch  156/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch  158/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  68 Batch  159/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  68 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  68 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.012
Epoch  68 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  68 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.010
Epoch  68 Batch  164/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  68 Batch  165/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  68 Batch  166/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.011
Epoch  68 Batch  167/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  68 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  68 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.012
Epoch  68 Batch  170/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  68 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch  172/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.013
Epoch  68 Batch  173/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  68 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  68 Batch  175/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  68 Batch  176/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  68 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  68 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  68 Batch  179/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch  180/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  68 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  68 Batch  182/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  68 Batch  183/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.005
Epoch  68 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  68 Batch  185/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  68 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  68 Batch  187/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.015
Epoch  68 Batch  188/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.006
Epoch  68 Batch  190/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  68 Batch  191/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.009
Epoch  68 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  68 Batch  194/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  195/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.012
Epoch  68 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.012
Epoch  68 Batch  197/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  68 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  68 Batch  199/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.008
Epoch  68 Batch  200/269 - Train Accuracy:  0.978, Validation Accuracy:  0.955, Loss:  0.010
Epoch  68 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.009
Epoch  68 Batch  202/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.008
Epoch  68 Batch  203/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.014
Epoch  68 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.010
Epoch  68 Batch  205/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  68 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  68 Batch  207/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  68 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  68 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  68 Batch  210/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  211/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  68 Batch  213/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  68 Batch  214/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.010
Epoch  68 Batch  215/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  68 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  68 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.012
Epoch  68 Batch  218/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.008
Epoch  68 Batch  219/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.006
Epoch  68 Batch  220/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  68 Batch  221/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  68 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  68 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  68 Batch  224/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.013
Epoch  68 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  226/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  68 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  68 Batch  228/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  68 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  230/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  68 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  68 Batch  232/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.008
Epoch  68 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.007
Epoch  68 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.009
Epoch  68 Batch  235/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.007
Epoch  68 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.010
Epoch  68 Batch  237/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  68 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.010
Epoch  68 Batch  239/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  68 Batch  240/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  68 Batch  241/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.010
Epoch  68 Batch  242/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  68 Batch  243/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  68 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  68 Batch  245/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch  246/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  68 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  68 Batch  248/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  68 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  68 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  68 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  68 Batch  252/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  68 Batch  253/269 - Train Accuracy:  0.965, Validation Accuracy:  0.971, Loss:  0.010
Epoch  68 Batch  254/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  68 Batch  255/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  68 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  68 Batch  257/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  68 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  68 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  68 Batch  260/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.008
Epoch  68 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  68 Batch  262/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  68 Batch  263/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.012
Epoch  68 Batch  264/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  68 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  68 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  68 Batch  267/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  69 Batch    0/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.010
Epoch  69 Batch    1/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch    2/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.011
Epoch  69 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.006
Epoch  69 Batch    4/269 - Train Accuracy:  0.963, Validation Accuracy:  0.969, Loss:  0.013
Epoch  69 Batch    5/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  69 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.011
Epoch  69 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.009
Epoch  69 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.010
Epoch  69 Batch    9/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.010
Epoch  69 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  69 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  69 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.014
Epoch  69 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  69 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch   16/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.012
Epoch  69 Batch   17/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.014
Epoch  69 Batch   19/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  69 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  69 Batch   21/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  69 Batch   22/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  69 Batch   23/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  69 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  69 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.015
Epoch  69 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.014
Epoch  69 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch   28/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  69 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  69 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  69 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch   34/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  69 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.015
Epoch  69 Batch   36/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  69 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.012
Epoch  69 Batch   38/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.009
Epoch  69 Batch   39/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.009
Epoch  69 Batch   40/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.012
Epoch  69 Batch   41/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  69 Batch   42/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  69 Batch   43/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.011
Epoch  69 Batch   44/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.015
Epoch  69 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  69 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  69 Batch   48/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  69 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  69 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.014
Epoch  69 Batch   51/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  69 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  69 Batch   55/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.011
Epoch  69 Batch   56/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch   57/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.012
Epoch  69 Batch   58/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  69 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  69 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  69 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.015
Epoch  69 Batch   63/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  69 Batch   64/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  69 Batch   66/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  69 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  69 Batch   68/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  69 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  69 Batch   70/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch   71/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  69 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  69 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  69 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch   75/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  69 Batch   76/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch   77/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  69 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  69 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.010
Epoch  69 Batch   81/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  69 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  69 Batch   83/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.015
Epoch  69 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  69 Batch   85/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  69 Batch   86/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.006
Epoch  69 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  69 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  69 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.007
Epoch  69 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  69 Batch   92/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  69 Batch   93/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  69 Batch   94/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  69 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  69 Batch   96/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  69 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  69 Batch   98/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  69 Batch   99/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  69 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.010
Epoch  69 Batch  101/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.015
Epoch  69 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  69 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.012
Epoch  69 Batch  104/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  69 Batch  105/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  69 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  69 Batch  107/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.006
Epoch  69 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  69 Batch  109/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  69 Batch  110/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  69 Batch  112/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch  113/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch  114/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch  115/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  69 Batch  116/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.008
Epoch  69 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  69 Batch  118/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.008
Epoch  69 Batch  119/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.011
Epoch  69 Batch  120/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  69 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  69 Batch  122/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  69 Batch  123/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.011
Epoch  69 Batch  124/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.011
Epoch  69 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  69 Batch  126/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  69 Batch  127/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.012
Epoch  69 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.011
Epoch  69 Batch  129/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  69 Batch  130/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  69 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  69 Batch  132/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.010
Epoch  69 Batch  133/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  69 Batch  135/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  69 Batch  136/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  137/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch  138/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  69 Batch  139/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch  140/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.009
Epoch  69 Batch  142/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  69 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  69 Batch  144/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  69 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.006
Epoch  69 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  69 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.012
Epoch  69 Batch  148/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  69 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  69 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  69 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  69 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  69 Batch  154/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  156/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  157/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch  158/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  69 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  69 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  69 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  69 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  69 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  69 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  69 Batch  166/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  69 Batch  167/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  69 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch  169/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch  170/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  171/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.012
Epoch  69 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  69 Batch  175/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  69 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.007
Epoch  69 Batch  177/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  69 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.013
Epoch  69 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.011
Epoch  69 Batch  180/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  69 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  69 Batch  182/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch  183/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.008
Epoch  69 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  69 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.012
Epoch  69 Batch  186/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.013
Epoch  69 Batch  188/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  69 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  191/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  192/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch  194/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  69 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  69 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  69 Batch  197/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch  198/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.012
Epoch  69 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.013
Epoch  69 Batch  200/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.007
Epoch  69 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  69 Batch  202/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.011
Epoch  69 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.013
Epoch  69 Batch  204/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.014
Epoch  69 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  69 Batch  206/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.022
Epoch  69 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.015
Epoch  69 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.015
Epoch  69 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.014
Epoch  69 Batch  210/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.012
Epoch  69 Batch  211/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.017
Epoch  69 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.017
Epoch  69 Batch  213/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.016
Epoch  69 Batch  214/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.016
Epoch  69 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.014
Epoch  69 Batch  216/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.016
Epoch  69 Batch  217/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.015
Epoch  69 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.955, Loss:  0.014
Epoch  69 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.954, Loss:  0.012
Epoch  69 Batch  220/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.012
Epoch  69 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.013
Epoch  69 Batch  222/269 - Train Accuracy:  0.978, Validation Accuracy:  0.956, Loss:  0.010
Epoch  69 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.011
Epoch  69 Batch  224/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.018
Epoch  69 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.012
Epoch  69 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  69 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.014
Epoch  69 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  69 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  69 Batch  230/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  69 Batch  231/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  69 Batch  232/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  69 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  69 Batch  234/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  69 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  69 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  69 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch  238/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  69 Batch  239/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch  240/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.014
Epoch  69 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  69 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  69 Batch  245/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  69 Batch  246/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  69 Batch  247/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  69 Batch  248/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  69 Batch  249/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  69 Batch  250/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  69 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  69 Batch  252/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch  253/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch  255/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  69 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  69 Batch  257/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch  258/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  69 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  69 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch  264/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  69 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  69 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch  267/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.009
Epoch  70 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.007
Epoch  70 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.009
Epoch  70 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  70 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  70 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.010
Epoch  70 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  70 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  70 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  70 Batch    8/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  70 Batch    9/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  70 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  70 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  70 Batch   12/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  70 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  70 Batch   14/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  70 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  70 Batch   16/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.016
Epoch  70 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  70 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  70 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.015
Epoch  70 Batch   20/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  70 Batch   21/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.011
Epoch  70 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  70 Batch   23/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  70 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  70 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  70 Batch   26/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  70 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  70 Batch   28/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.009
Epoch  70 Batch   29/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  70 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.011
Epoch  70 Batch   31/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  70 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  70 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  70 Batch   34/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  70 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.016
Epoch  70 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  70 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.010
Epoch  70 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  70 Batch   39/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.006
Epoch  70 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.014
Epoch  70 Batch   41/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.009
Epoch  70 Batch   42/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.010
Epoch  70 Batch   43/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.011
Epoch  70 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.010
Epoch  70 Batch   45/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.012
Epoch  70 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.010
Epoch  70 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.008
Epoch  70 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.009
Epoch  70 Batch   49/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  70 Batch   50/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.012
Epoch  70 Batch   51/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  70 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  70 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  70 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  70 Batch   55/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  70 Batch   56/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  70 Batch   57/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.014
Epoch  70 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  70 Batch   59/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  70 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  70 Batch   61/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  70 Batch   62/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.012
Epoch  70 Batch   63/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  70 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  70 Batch   65/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  70 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.011
Epoch  70 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  70 Batch   68/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.014
Epoch  70 Batch   69/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.011
Epoch  70 Batch   70/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.008
Epoch  70 Batch   71/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.013
Epoch  70 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.008
Epoch  70 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  70 Batch   74/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  70 Batch   75/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  70 Batch   76/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  70 Batch   77/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.010
Epoch  70 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  70 Batch   79/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  70 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  70 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  70 Batch   82/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  70 Batch   83/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  70 Batch   84/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  70 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  70 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  70 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  70 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.009
Epoch  70 Batch   89/269 - Train Accuracy:  0.979, Validation Accuracy:  0.958, Loss:  0.007
Epoch  70 Batch   90/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.010
Epoch  70 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.008
Epoch  70 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.009
Epoch  70 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  70 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.013
Epoch  70 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.009
Epoch  70 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  70 Batch   97/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  70 Batch   98/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.011
Epoch  70 Batch   99/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.007
Epoch  70 Batch  100/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  70 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.014
Epoch  70 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.013
Epoch  70 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.009
Epoch  70 Batch  104/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  70 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.008
Epoch  70 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.007
Epoch  70 Batch  107/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.007
Epoch  70 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.008
Epoch  70 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.010
Epoch  70 Batch  110/269 - Train Accuracy:  0.979, Validation Accuracy:  0.957, Loss:  0.008
Epoch  70 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  70 Batch  112/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.009
Epoch  70 Batch  113/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.009
Epoch  70 Batch  114/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.011
Epoch  70 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.010
Epoch  70 Batch  116/269 - Train Accuracy:  0.978, Validation Accuracy:  0.954, Loss:  0.008
Epoch  70 Batch  117/269 - Train Accuracy:  0.977, Validation Accuracy:  0.955, Loss:  0.008
Epoch  70 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.009
Epoch  70 Batch  119/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.011
Epoch  70 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  70 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  70 Batch  122/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  70 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  70 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  70 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  70 Batch  126/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.012
Epoch  70 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  70 Batch  128/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  70 Batch  129/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  70 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.013
Epoch  70 Batch  131/269 - Train Accuracy:  0.965, Validation Accuracy:  0.971, Loss:  0.010
Epoch  70 Batch  132/269 - Train Accuracy:  0.967, Validation Accuracy:  0.973, Loss:  0.011
Epoch  70 Batch  133/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.009
Epoch  70 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  70 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  70 Batch  136/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  70 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  70 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  70 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  70 Batch  140/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  70 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  70 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.970, Loss:  0.011
Epoch  70 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  70 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  70 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  70 Batch  146/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.010
Epoch  70 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  70 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  70 Batch  149/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.011
Epoch  70 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  70 Batch  151/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  70 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  70 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  70 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  70 Batch  155/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  70 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  70 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  70 Batch  158/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  70 Batch  159/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  70 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  70 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  70 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  70 Batch  163/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.007
Epoch  70 Batch  164/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  70 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  70 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.010
Epoch  70 Batch  167/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.010
Epoch  70 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  70 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  70 Batch  170/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  70 Batch  171/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  70 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  70 Batch  173/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  70 Batch  174/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  70 Batch  175/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  70 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  70 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.007
Epoch  70 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.013
Epoch  70 Batch  179/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.015
Epoch  70 Batch  180/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  70 Batch  181/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.013
Epoch  70 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  70 Batch  183/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.007
Epoch  70 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  70 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.014
Epoch  70 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  70 Batch  187/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.015
Epoch  70 Batch  188/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  70 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.007
Epoch  70 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  70 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  70 Batch  192/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  70 Batch  193/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  70 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  70 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  70 Batch  196/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.013
Epoch  70 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  70 Batch  198/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  70 Batch  199/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  70 Batch  200/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.012
Epoch  70 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  70 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  70 Batch  203/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.015
Epoch  70 Batch  204/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  70 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  70 Batch  206/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  70 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  70 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.014
Epoch  70 Batch  209/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  70 Batch  210/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  70 Batch  211/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.011
Epoch  70 Batch  212/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  70 Batch  213/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  70 Batch  214/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  70 Batch  215/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  70 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  70 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.012
Epoch  70 Batch  218/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  70 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  70 Batch  220/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  70 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  70 Batch  222/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  70 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  70 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  70 Batch  225/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  70 Batch  226/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  70 Batch  227/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  70 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.008
Epoch  70 Batch  229/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  70 Batch  230/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.008
Epoch  70 Batch  231/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  70 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  70 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  70 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  70 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  70 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  70 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  70 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  70 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  70 Batch  240/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.007
Epoch  70 Batch  241/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  70 Batch  242/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  70 Batch  243/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  70 Batch  244/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  70 Batch  245/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  70 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  70 Batch  247/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  70 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  70 Batch  249/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  70 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  70 Batch  251/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  70 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  70 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  70 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  70 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  70 Batch  256/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  70 Batch  257/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  70 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  70 Batch  259/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  70 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  70 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.011
Epoch  70 Batch  262/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  70 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  70 Batch  264/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  70 Batch  265/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  70 Batch  266/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  70 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  71 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch    2/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  71 Batch    4/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch    5/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch    6/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  71 Batch    7/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  71 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  71 Batch    9/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  71 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch   11/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch   12/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  71 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.007
Epoch  71 Batch   14/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.006
Epoch  71 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  71 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  71 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  71 Batch   18/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  71 Batch   21/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  71 Batch   23/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  71 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  71 Batch   26/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  71 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  71 Batch   28/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.008
Epoch  71 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.009
Epoch  71 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  71 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  71 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.005
Epoch  71 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  71 Batch   34/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  71 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.016
Epoch  71 Batch   36/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  71 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  71 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch   43/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch   44/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  71 Batch   45/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  71 Batch   46/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  71 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.008
Epoch  71 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  71 Batch   49/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  71 Batch   50/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  71 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  71 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch   53/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  71 Batch   55/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  71 Batch   56/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  71 Batch   57/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.012
Epoch  71 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  71 Batch   59/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  71 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.010
Epoch  71 Batch   61/269 - Train Accuracy:  0.966, Validation Accuracy:  0.972, Loss:  0.012
Epoch  71 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.010
Epoch  71 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.974, Loss:  0.010
Epoch  71 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.006
Epoch  71 Batch   65/269 - Train Accuracy:  0.976, Validation Accuracy:  0.974, Loss:  0.008
Epoch  71 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.010
Epoch  71 Batch   67/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.013
Epoch  71 Batch   68/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.015
Epoch  71 Batch   69/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch   71/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.013
Epoch  71 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  71 Batch   74/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  71 Batch   75/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.013
Epoch  71 Batch   76/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  71 Batch   77/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch   80/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  71 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  71 Batch   83/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.013
Epoch  71 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  71 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  71 Batch   86/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  71 Batch   87/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.014
Epoch  71 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  71 Batch   89/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.013
Epoch  71 Batch   90/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.008
Epoch  71 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.008
Epoch  71 Batch   92/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.009
Epoch  71 Batch   93/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  71 Batch   94/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.011
Epoch  71 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  71 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  71 Batch   97/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.011
Epoch  71 Batch   98/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.012
Epoch  71 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  71 Batch  100/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  71 Batch  101/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  71 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  71 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.014
Epoch  71 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  71 Batch  105/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  71 Batch  106/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  71 Batch  109/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  71 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  71 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.011
Epoch  71 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  71 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  71 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  71 Batch  115/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch  116/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  71 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  71 Batch  118/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  119/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  71 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  71 Batch  122/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  71 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  71 Batch  125/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  126/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch  127/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.011
Epoch  71 Batch  128/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  71 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.009
Epoch  71 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.973, Loss:  0.011
Epoch  71 Batch  131/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.010
Epoch  71 Batch  132/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  71 Batch  133/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  71 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  71 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  71 Batch  136/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  71 Batch  137/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.010
Epoch  71 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  71 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  71 Batch  141/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  71 Batch  142/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.012
Epoch  71 Batch  143/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  71 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  71 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  71 Batch  146/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  71 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  71 Batch  151/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  154/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  156/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  71 Batch  157/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  71 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  71 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  71 Batch  160/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  71 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  71 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.007
Epoch  71 Batch  163/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.008
Epoch  71 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  71 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  71 Batch  168/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  71 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  71 Batch  170/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  71 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch  173/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch  174/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  71 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  71 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  71 Batch  179/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  71 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  181/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.013
Epoch  71 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  71 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  71 Batch  185/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  186/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch  188/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  71 Batch  189/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.007
Epoch  71 Batch  190/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  71 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  71 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.009
Epoch  71 Batch  193/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  71 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  195/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  71 Batch  196/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  71 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  71 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  71 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  71 Batch  200/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  71 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch  202/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch  203/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  71 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  71 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  71 Batch  206/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  71 Batch  207/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  71 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  71 Batch  209/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  71 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  71 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  71 Batch  212/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  71 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  214/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.012
Epoch  71 Batch  215/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.009
Epoch  71 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.967, Loss:  0.010
Epoch  71 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch  219/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  220/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  222/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  71 Batch  223/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  71 Batch  224/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  71 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch  226/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch  227/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  71 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.009
Epoch  71 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  71 Batch  235/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.007
Epoch  71 Batch  236/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  71 Batch  237/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  71 Batch  238/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  71 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch  240/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch  241/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.012
Epoch  71 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  71 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  71 Batch  244/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  71 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  71 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.013
Epoch  71 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  71 Batch  248/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.007
Epoch  71 Batch  249/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  71 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.009
Epoch  71 Batch  251/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  71 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  71 Batch  253/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  71 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  71 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.009
Epoch  71 Batch  256/269 - Train Accuracy:  0.974, Validation Accuracy:  0.956, Loss:  0.008
Epoch  71 Batch  257/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.015
Epoch  71 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  71 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  71 Batch  260/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.009
Epoch  71 Batch  261/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  71 Batch  262/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  71 Batch  263/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  71 Batch  264/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  71 Batch  265/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  71 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  71 Batch  267/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  72 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  72 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.008
Epoch  72 Batch    2/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  72 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  72 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  72 Batch    5/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch    6/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  72 Batch    7/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch    8/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch    9/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  72 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.010
Epoch  72 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.014
Epoch  72 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  72 Batch   14/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.005
Epoch  72 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.009
Epoch  72 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  72 Batch   18/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  72 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch   23/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  72 Batch   24/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  72 Batch   26/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  72 Batch   27/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch   28/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.010
Epoch  72 Batch   30/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.011
Epoch  72 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.005
Epoch  72 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.006
Epoch  72 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.006
Epoch  72 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.012
Epoch  72 Batch   36/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  72 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.011
Epoch  72 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  72 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  72 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch   43/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.011
Epoch  72 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.012
Epoch  72 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.010
Epoch  72 Batch   48/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  72 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  72 Batch   50/269 - Train Accuracy:  0.963, Validation Accuracy:  0.970, Loss:  0.013
Epoch  72 Batch   51/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch   52/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  72 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  72 Batch   55/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  72 Batch   56/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch   57/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.012
Epoch  72 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.010
Epoch  72 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  72 Batch   62/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch   65/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  72 Batch   67/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  72 Batch   68/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  72 Batch   69/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.012
Epoch  72 Batch   70/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  72 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  72 Batch   73/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  72 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  72 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  72 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.012
Epoch  72 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.012
Epoch  72 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  72 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  72 Batch   83/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  72 Batch   84/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  72 Batch   85/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  72 Batch   87/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  72 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.008
Epoch  72 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  72 Batch   90/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  72 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  72 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  72 Batch   93/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch   94/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  72 Batch   95/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  72 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  72 Batch   98/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch   99/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  72 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  72 Batch  101/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  72 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  104/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  72 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  107/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  72 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.008
Epoch  72 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  72 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.008
Epoch  72 Batch  112/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  72 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  72 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.009
Epoch  72 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  72 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  72 Batch  118/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.007
Epoch  72 Batch  119/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.007
Epoch  72 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.007
Epoch  72 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.007
Epoch  72 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  72 Batch  123/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.007
Epoch  72 Batch  124/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  72 Batch  126/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  128/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  129/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch  131/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  72 Batch  133/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.007
Epoch  72 Batch  135/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  72 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.008
Epoch  72 Batch  137/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.008
Epoch  72 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  72 Batch  139/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  72 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  72 Batch  141/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.007
Epoch  72 Batch  142/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.009
Epoch  72 Batch  144/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.007
Epoch  72 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.006
Epoch  72 Batch  146/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  72 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  72 Batch  149/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.009
Epoch  72 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  72 Batch  151/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.011
Epoch  72 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  72 Batch  153/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  72 Batch  154/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  72 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  72 Batch  156/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  72 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.006
Epoch  72 Batch  158/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  72 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  72 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  165/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch  166/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  72 Batch  168/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch  170/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch  171/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  72 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch  173/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  174/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  175/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  176/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  178/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  72 Batch  179/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  180/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  72 Batch  181/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  72 Batch  182/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  72 Batch  183/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  72 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.016
Epoch  72 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  72 Batch  187/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  188/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.006
Epoch  72 Batch  190/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  72 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  72 Batch  194/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  195/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  72 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  72 Batch  198/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  72 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  72 Batch  200/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.008
Epoch  72 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  72 Batch  202/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  72 Batch  203/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  72 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  72 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  72 Batch  206/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  72 Batch  207/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  72 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch  211/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.011
Epoch  72 Batch  212/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  72 Batch  213/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  72 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  215/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  216/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  72 Batch  217/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.010
Epoch  72 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  72 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  72 Batch  220/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  72 Batch  223/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  72 Batch  224/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.013
Epoch  72 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch  226/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  72 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  72 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  72 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  72 Batch  230/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  72 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch  232/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.008
Epoch  72 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  72 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  72 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.007
Epoch  72 Batch  236/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  72 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  72 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  72 Batch  240/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  72 Batch  241/269 - Train Accuracy:  0.960, Validation Accuracy:  0.970, Loss:  0.013
Epoch  72 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  72 Batch  243/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch  244/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  72 Batch  247/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  72 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  72 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.010
Epoch  72 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.006
Epoch  72 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  72 Batch  253/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch  254/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.011
Epoch  72 Batch  255/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  72 Batch  256/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.008
Epoch  72 Batch  257/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch  260/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.011
Epoch  72 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  72 Batch  264/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  72 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.011
Epoch  72 Batch  266/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.006
Epoch  72 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  73 Batch    0/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  73 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  73 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  73 Batch    3/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch    4/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.008
Epoch  73 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  73 Batch    6/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  73 Batch    7/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  73 Batch    8/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch    9/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch   10/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  73 Batch   11/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch   12/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  73 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.006
Epoch  73 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  73 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  73 Batch   16/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  73 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  73 Batch   18/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.007
Epoch  73 Batch   20/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  73 Batch   21/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch   22/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  73 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.007
Epoch  73 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  73 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  73 Batch   26/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  73 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch   28/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch   29/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  73 Batch   31/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch   32/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  73 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  73 Batch   34/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  73 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.016
Epoch  73 Batch   36/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  73 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  73 Batch   38/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  73 Batch   39/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  73 Batch   40/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  73 Batch   41/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.008
Epoch  73 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  73 Batch   43/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  73 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  73 Batch   45/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch   46/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  73 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.007
Epoch  73 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.010
Epoch  73 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.005
Epoch  73 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.013
Epoch  73 Batch   51/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch   52/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  73 Batch   55/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch   56/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.010
Epoch  73 Batch   57/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  73 Batch   58/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  73 Batch   59/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  73 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch   61/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  73 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  73 Batch   64/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  73 Batch   66/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.012
Epoch  73 Batch   69/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.013
Epoch  73 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  73 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  73 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  73 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  73 Batch   75/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  73 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  73 Batch   77/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  73 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  73 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  73 Batch   80/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  73 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch   83/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.013
Epoch  73 Batch   84/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  73 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  73 Batch   86/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  73 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  73 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  73 Batch   90/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch   91/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  73 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  73 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  73 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  73 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  73 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  73 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  73 Batch   99/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  73 Batch  100/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  73 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.015
Epoch  73 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  73 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch  104/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  73 Batch  105/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  73 Batch  106/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch  107/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.008
Epoch  73 Batch  108/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch  109/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.011
Epoch  73 Batch  110/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  73 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  73 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  73 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  73 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch  115/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  73 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  73 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  73 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  73 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.007
Epoch  73 Batch  120/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  73 Batch  121/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  73 Batch  122/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch  123/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  73 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  73 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.008
Epoch  73 Batch  126/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  73 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch  128/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  73 Batch  129/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  73 Batch  130/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  73 Batch  131/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch  132/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  73 Batch  133/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  73 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  73 Batch  135/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  73 Batch  136/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch  137/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  73 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.012
Epoch  73 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  73 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  73 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  73 Batch  146/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  73 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  73 Batch  149/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.012
Epoch  73 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  73 Batch  151/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  73 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  73 Batch  153/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  73 Batch  154/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  73 Batch  155/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  73 Batch  156/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  73 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  73 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  73 Batch  161/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  73 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  73 Batch  163/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.012
Epoch  73 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  73 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  73 Batch  166/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  73 Batch  168/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  73 Batch  169/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  73 Batch  170/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  73 Batch  171/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  73 Batch  172/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.013
Epoch  73 Batch  173/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch  174/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  73 Batch  175/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  73 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  73 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  73 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  73 Batch  179/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  73 Batch  180/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  73 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  73 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.008
Epoch  73 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.006
Epoch  73 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.009
Epoch  73 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.954, Loss:  0.009
Epoch  73 Batch  186/269 - Train Accuracy:  0.981, Validation Accuracy:  0.955, Loss:  0.008
Epoch  73 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.011
Epoch  73 Batch  188/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.009
Epoch  73 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.008
Epoch  73 Batch  190/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  73 Batch  191/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  73 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  73 Batch  193/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  73 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.007
Epoch  73 Batch  195/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  73 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  73 Batch  199/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  73 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.008
Epoch  73 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  73 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  73 Batch  203/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  73 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.011
Epoch  73 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  73 Batch  206/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  73 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.007
Epoch  73 Batch  208/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  73 Batch  209/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  73 Batch  210/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.007
Epoch  73 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  73 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  73 Batch  213/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.006
Epoch  73 Batch  214/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch  215/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  73 Batch  216/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  73 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  73 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.009
Epoch  73 Batch  219/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.007
Epoch  73 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.007
Epoch  73 Batch  221/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  73 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.007
Epoch  73 Batch  223/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  73 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.013
Epoch  73 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  73 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  73 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  73 Batch  229/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  230/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.005
Epoch  73 Batch  231/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch  234/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  73 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  236/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch  237/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  73 Batch  240/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  73 Batch  241/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  73 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  73 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  73 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  73 Batch  245/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.011
Epoch  73 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  73 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  73 Batch  248/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  73 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  73 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  73 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  73 Batch  252/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  73 Batch  253/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  73 Batch  254/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  73 Batch  255/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  73 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  73 Batch  257/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.013
Epoch  73 Batch  258/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  73 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  73 Batch  260/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  73 Batch  261/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  73 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  73 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  73 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.009
Epoch  73 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.006
Epoch  73 Batch  267/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  74 Batch    0/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  74 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  74 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  74 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  74 Batch    5/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch    7/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  74 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch    9/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  74 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  74 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  74 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  74 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.016
Epoch  74 Batch   17/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  74 Batch   20/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  74 Batch   21/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  74 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.012
Epoch  74 Batch   24/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  74 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch   26/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  74 Batch   29/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch   30/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  74 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  74 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.006
Epoch  74 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  74 Batch   34/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  74 Batch   35/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.014
Epoch  74 Batch   36/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  74 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  74 Batch   38/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.007
Epoch  74 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.006
Epoch  74 Batch   40/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  74 Batch   41/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  74 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  74 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  74 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  74 Batch   45/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.010
Epoch  74 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.007
Epoch  74 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  74 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.008
Epoch  74 Batch   49/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch   50/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  74 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  74 Batch   52/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch   53/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  74 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch   55/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch   56/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  74 Batch   57/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  74 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch   59/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  74 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  74 Batch   61/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  74 Batch   62/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  74 Batch   63/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  74 Batch   65/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  74 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.974, Loss:  0.010
Epoch  74 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.010
Epoch  74 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  74 Batch   69/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch   70/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  74 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  74 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  74 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  74 Batch   75/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.009
Epoch  74 Batch   76/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  74 Batch   77/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.008
Epoch  74 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.009
Epoch  74 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  74 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  74 Batch   82/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  74 Batch   83/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.012
Epoch  74 Batch   84/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  74 Batch   85/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  74 Batch   86/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  74 Batch   87/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  74 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  74 Batch   90/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.007
Epoch  74 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  74 Batch   92/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  74 Batch   93/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.007
Epoch  74 Batch   94/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  74 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch   96/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  74 Batch   97/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch   98/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  74 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  74 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  74 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  74 Batch  102/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  74 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  74 Batch  104/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.011
Epoch  74 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  74 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  74 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.009
Epoch  74 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  74 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.009
Epoch  74 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  74 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.008
Epoch  74 Batch  112/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  74 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch  114/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  74 Batch  115/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  74 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.009
Epoch  74 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.009
Epoch  74 Batch  118/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  74 Batch  119/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.011
Epoch  74 Batch  120/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.011
Epoch  74 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  74 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  74 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  74 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  74 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  74 Batch  126/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  74 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  74 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch  129/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  74 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.014
Epoch  74 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  74 Batch  132/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.012
Epoch  74 Batch  133/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  74 Batch  134/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  74 Batch  135/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  74 Batch  136/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  74 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.017
Epoch  74 Batch  138/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch  140/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  74 Batch  141/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.013
Epoch  74 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.015
Epoch  74 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  74 Batch  144/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  74 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  74 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.012
Epoch  74 Batch  148/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch  149/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  74 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch  151/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  74 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch  153/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  74 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  74 Batch  155/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch  156/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch  158/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  74 Batch  159/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch  160/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  74 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  74 Batch  162/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  74 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  74 Batch  165/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  74 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.011
Epoch  74 Batch  167/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  74 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  74 Batch  169/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  74 Batch  170/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.012
Epoch  74 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  74 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch  173/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch  174/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  74 Batch  178/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  74 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch  180/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  74 Batch  181/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  74 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  74 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  74 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  74 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  74 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  74 Batch  187/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch  188/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.010
Epoch  74 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  74 Batch  190/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch  191/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  74 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch  193/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.007
Epoch  74 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  74 Batch  195/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  74 Batch  196/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  74 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch  198/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  74 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch  200/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.011
Epoch  74 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  74 Batch  202/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  74 Batch  203/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  74 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  74 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch  206/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  74 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  74 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  74 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  74 Batch  210/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.008
Epoch  74 Batch  211/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.011
Epoch  74 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  74 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  74 Batch  215/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  74 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.015
Epoch  74 Batch  217/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  74 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.009
Epoch  74 Batch  219/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.012
Epoch  74 Batch  220/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  74 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  74 Batch  222/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  74 Batch  223/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.007
Epoch  74 Batch  224/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.012
Epoch  74 Batch  225/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  74 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.010
Epoch  74 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.012
Epoch  74 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.009
Epoch  74 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  74 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  74 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  74 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  74 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.009
Epoch  74 Batch  234/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  74 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  74 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  74 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  74 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  74 Batch  239/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  74 Batch  240/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.008
Epoch  74 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.971, Loss:  0.010
Epoch  74 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch  243/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  74 Batch  244/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch  245/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch  246/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.011
Epoch  74 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  74 Batch  248/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  74 Batch  249/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  74 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.011
Epoch  74 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  74 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  74 Batch  255/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  74 Batch  256/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  74 Batch  257/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.008
Epoch  74 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  74 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch  260/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch  261/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.009
Epoch  74 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  74 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  74 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  74 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  75 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  75 Batch    1/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  75 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  75 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  75 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.011
Epoch  75 Batch    5/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch    6/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  75 Batch    7/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch    8/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  75 Batch    9/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  75 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch   11/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.012
Epoch  75 Batch   12/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.014
Epoch  75 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  75 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  75 Batch   16/269 - Train Accuracy:  0.960, Validation Accuracy:  0.969, Loss:  0.011
Epoch  75 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  75 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  75 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  75 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  75 Batch   21/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  75 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch   25/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  75 Batch   27/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  75 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  75 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  75 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  75 Batch   34/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  75 Batch   35/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.013
Epoch  75 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  75 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  75 Batch   38/269 - Train Accuracy:  0.967, Validation Accuracy:  0.972, Loss:  0.009
Epoch  75 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  75 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  75 Batch   41/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.007
Epoch  75 Batch   42/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  75 Batch   43/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  75 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.008
Epoch  75 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.974, Loss:  0.008
Epoch  75 Batch   46/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.006
Epoch  75 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.006
Epoch  75 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.011
Epoch  75 Batch   49/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.008
Epoch  75 Batch   50/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.013
Epoch  75 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  75 Batch   52/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  75 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  75 Batch   54/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.009
Epoch  75 Batch   55/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  75 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  75 Batch   57/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  75 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  75 Batch   59/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.007
Epoch  75 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  75 Batch   61/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch   62/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  75 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  75 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch   67/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch   68/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  75 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  75 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  75 Batch   72/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  75 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  75 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  75 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  75 Batch   77/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  75 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch   80/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.010
Epoch  75 Batch   81/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  75 Batch   82/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.006
Epoch  75 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  75 Batch   84/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch   85/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  75 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  75 Batch   88/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch   90/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.007
Epoch  75 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  75 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  75 Batch   93/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  75 Batch   94/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  75 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  75 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  75 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  75 Batch   98/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  75 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  75 Batch  101/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  75 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.007
Epoch  75 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  75 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.010
Epoch  75 Batch  105/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  75 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  75 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.009
Epoch  75 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  75 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  75 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  75 Batch  111/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  75 Batch  112/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  75 Batch  113/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  75 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  75 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  75 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  75 Batch  118/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.007
Epoch  75 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.009
Epoch  75 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  75 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  75 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.013
Epoch  75 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.022
Epoch  75 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.015
Epoch  75 Batch  126/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  75 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.016
Epoch  75 Batch  128/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.013
Epoch  75 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  75 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  75 Batch  131/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch  132/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.009
Epoch  75 Batch  133/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  75 Batch  134/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.013
Epoch  75 Batch  135/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  75 Batch  136/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  75 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  75 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch  139/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  75 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  75 Batch  142/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.012
Epoch  75 Batch  143/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.012
Epoch  75 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  75 Batch  145/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.006
Epoch  75 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  75 Batch  147/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  75 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  75 Batch  149/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  75 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.011
Epoch  75 Batch  151/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  75 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  75 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.011
Epoch  75 Batch  154/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  75 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  75 Batch  156/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  75 Batch  157/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  75 Batch  158/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch  159/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  75 Batch  160/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  161/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  75 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  75 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.006
Epoch  75 Batch  164/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.011
Epoch  75 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  75 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  75 Batch  169/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  75 Batch  170/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  75 Batch  171/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  75 Batch  172/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.012
Epoch  75 Batch  173/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  75 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  175/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  75 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  75 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  75 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  75 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  75 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  75 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  75 Batch  182/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  183/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.005
Epoch  75 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch  186/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.005
Epoch  75 Batch  187/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch  188/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch  189/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  75 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  191/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  75 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  75 Batch  193/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  75 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch  195/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  75 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  75 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  75 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch  199/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  75 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.006
Epoch  75 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.006
Epoch  75 Batch  205/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  75 Batch  206/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  75 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  75 Batch  209/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  75 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  75 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  75 Batch  212/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  75 Batch  213/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  75 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  75 Batch  215/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.006
Epoch  75 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.013
Epoch  75 Batch  217/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.011
Epoch  75 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.007
Epoch  75 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  220/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  75 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  75 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  223/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.006
Epoch  75 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  75 Batch  225/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  75 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  75 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  75 Batch  228/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  75 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  75 Batch  231/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  233/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  75 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  75 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.006
Epoch  75 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  75 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  75 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  75 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  75 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  75 Batch  241/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  75 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  75 Batch  243/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  75 Batch  244/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  75 Batch  245/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  75 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  75 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  75 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  75 Batch  249/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  75 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  75 Batch  252/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.007
Epoch  75 Batch  253/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  75 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  75 Batch  256/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  257/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  75 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  75 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  75 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  75 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  76 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch    2/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  76 Batch    4/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  76 Batch    5/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  76 Batch    7/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  76 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  76 Batch    9/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  76 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  76 Batch   11/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  76 Batch   12/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  76 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  76 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.013
Epoch  76 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch   18/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  76 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  76 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  76 Batch   21/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  76 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  76 Batch   23/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  76 Batch   24/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  76 Batch   25/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch   26/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch   27/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  76 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  76 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  76 Batch   30/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  76 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  76 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  76 Batch   33/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  76 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  76 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.013
Epoch  76 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  76 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.010
Epoch  76 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  76 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  76 Batch   40/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  76 Batch   41/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  76 Batch   42/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  76 Batch   43/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  76 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  76 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  76 Batch   47/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.007
Epoch  76 Batch   48/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  76 Batch   50/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  76 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  76 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch   54/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  76 Batch   55/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.011
Epoch  76 Batch   57/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  76 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  76 Batch   60/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  76 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch   63/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  76 Batch   64/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  76 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  76 Batch   66/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch   67/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  76 Batch   68/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  76 Batch   69/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  76 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  76 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.012
Epoch  76 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch   74/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  76 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  76 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch   77/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  76 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  76 Batch   79/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  76 Batch   80/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.007
Epoch  76 Batch   81/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  76 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  76 Batch   83/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  76 Batch   84/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  76 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  76 Batch   86/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  76 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  76 Batch   88/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.009
Epoch  76 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  76 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.006
Epoch  76 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  76 Batch   92/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  76 Batch   93/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.006
Epoch  76 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.014
Epoch  76 Batch   95/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.006
Epoch  76 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  76 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  76 Batch   98/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  76 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  76 Batch  100/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  76 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  76 Batch  102/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  76 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  76 Batch  105/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  76 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  76 Batch  107/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  76 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  76 Batch  109/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  76 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch  112/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  76 Batch  113/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  76 Batch  114/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.008
Epoch  76 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.009
Epoch  76 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  76 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  76 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  76 Batch  119/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  76 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.007
Epoch  76 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  122/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.007
Epoch  76 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.006
Epoch  76 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  76 Batch  126/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  76 Batch  127/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  76 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.007
Epoch  76 Batch  130/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch  132/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  76 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  76 Batch  135/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  76 Batch  136/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  137/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  76 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch  139/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  76 Batch  140/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  141/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  76 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  76 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  76 Batch  145/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.004
Epoch  76 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  76 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  76 Batch  149/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  76 Batch  150/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  152/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.006
Epoch  76 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  154/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  76 Batch  155/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  76 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  76 Batch  157/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch  158/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.009
Epoch  76 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  76 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  76 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  76 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch  163/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.005
Epoch  76 Batch  164/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch  165/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  76 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  76 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  76 Batch  169/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  170/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  76 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  76 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  76 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  76 Batch  177/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  76 Batch  178/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  76 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  76 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  76 Batch  181/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  76 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  76 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  76 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.008
Epoch  76 Batch  185/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  76 Batch  186/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  76 Batch  187/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  76 Batch  188/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch  189/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.005
Epoch  76 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch  191/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  76 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  76 Batch  194/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  76 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch  196/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  76 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  76 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.006
Epoch  76 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  76 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  76 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  76 Batch  204/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.007
Epoch  76 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  76 Batch  206/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  76 Batch  207/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  76 Batch  208/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch  209/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  76 Batch  211/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  212/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  76 Batch  213/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  76 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  76 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  76 Batch  217/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.010
Epoch  76 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  76 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch  220/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.006
Epoch  76 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  76 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  76 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  76 Batch  224/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  76 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  76 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  231/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  76 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  234/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch  235/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.005
Epoch  76 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  76 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  76 Batch  238/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  76 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch  240/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch  241/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.012
Epoch  76 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  76 Batch  244/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  245/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  246/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  76 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  76 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  76 Batch  249/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  76 Batch  250/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.011
Epoch  76 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  76 Batch  253/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch  254/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  76 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  76 Batch  256/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  76 Batch  257/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch  258/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  76 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  76 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  76 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  76 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  76 Batch  264/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  266/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  76 Batch  267/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  77 Batch    0/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  77 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.005
Epoch  77 Batch    2/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  77 Batch    3/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  77 Batch    4/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  77 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  77 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  77 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  77 Batch    8/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.011
Epoch  77 Batch    9/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  77 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  77 Batch   11/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  77 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  77 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.007
Epoch  77 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  77 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.005
Epoch  77 Batch   16/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.012
Epoch  77 Batch   17/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  77 Batch   18/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  77 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.007
Epoch  77 Batch   20/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  77 Batch   21/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  77 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  77 Batch   23/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  77 Batch   24/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  77 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch   26/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch   27/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  77 Batch   28/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  77 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  77 Batch   31/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  77 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  77 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.008
Epoch  77 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  77 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  77 Batch   36/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  77 Batch   37/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  77 Batch   38/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  77 Batch   39/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  77 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  77 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  77 Batch   42/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  77 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  77 Batch   44/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.012
Epoch  77 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch   46/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch   47/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  77 Batch   49/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  77 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  77 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  77 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  77 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  77 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  77 Batch   55/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  77 Batch   56/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  77 Batch   57/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  77 Batch   58/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  77 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  77 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  77 Batch   61/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.011
Epoch  77 Batch   62/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  77 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  77 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  77 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  77 Batch   66/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  77 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  77 Batch   68/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.013
Epoch  77 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  77 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  77 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  77 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  77 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  77 Batch   75/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  77 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.007
Epoch  77 Batch   77/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  77 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  77 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  77 Batch   80/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  77 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  77 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.005
Epoch  77 Batch   83/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  77 Batch   84/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  77 Batch   85/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  77 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  77 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  77 Batch   88/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  77 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  77 Batch   90/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.008
Epoch  77 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  77 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  77 Batch   93/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.007
Epoch  77 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  77 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  77 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  77 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  77 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  77 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  77 Batch  101/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  77 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  77 Batch  103/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  77 Batch  104/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  77 Batch  105/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  106/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  77 Batch  107/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  77 Batch  108/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  77 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  77 Batch  111/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  77 Batch  112/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  77 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  77 Batch  114/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  77 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  77 Batch  116/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  77 Batch  117/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  77 Batch  118/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.008
Epoch  77 Batch  119/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  77 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  77 Batch  122/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  77 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  77 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  77 Batch  126/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.008
Epoch  77 Batch  127/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  77 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  129/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  77 Batch  131/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  77 Batch  132/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  77 Batch  133/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  134/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  77 Batch  135/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  77 Batch  136/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  137/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  77 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  77 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  77 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  77 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  142/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.007
Epoch  77 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  77 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  77 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  77 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  77 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  77 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  77 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  77 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  77 Batch  153/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.007
Epoch  77 Batch  154/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  77 Batch  155/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.007
Epoch  77 Batch  156/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  77 Batch  157/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  77 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  77 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  77 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  77 Batch  161/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  77 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  77 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  77 Batch  167/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  77 Batch  168/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.012
Epoch  77 Batch  169/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  77 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  77 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  77 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  77 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  77 Batch  175/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  77 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  77 Batch  177/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  77 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  77 Batch  179/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  77 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  77 Batch  181/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  182/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  77 Batch  183/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  77 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  77 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  77 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.007
Epoch  77 Batch  187/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  77 Batch  188/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  77 Batch  189/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  77 Batch  190/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.006
Epoch  77 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  77 Batch  193/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  77 Batch  194/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  77 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  77 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  77 Batch  197/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  77 Batch  198/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  77 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  77 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.006
Epoch  77 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  77 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  77 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  77 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  77 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.006
Epoch  77 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  77 Batch  207/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  77 Batch  208/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  209/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  77 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  77 Batch  211/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  77 Batch  213/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.012
Epoch  77 Batch  215/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  77 Batch  216/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  77 Batch  217/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  77 Batch  218/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  77 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  77 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  77 Batch  223/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  77 Batch  224/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  77 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  77 Batch  226/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  77 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  77 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  77 Batch  229/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.011
Epoch  77 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  77 Batch  231/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  77 Batch  232/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.012
Epoch  77 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.012
Epoch  77 Batch  234/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  77 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  236/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  77 Batch  237/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  77 Batch  238/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  77 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  77 Batch  241/269 - Train Accuracy:  0.961, Validation Accuracy:  0.968, Loss:  0.011
Epoch  77 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  243/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  77 Batch  244/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  77 Batch  245/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  77 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  77 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  77 Batch  251/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  77 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  77 Batch  253/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  254/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  77 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  77 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  77 Batch  257/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  77 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  77 Batch  259/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  77 Batch  260/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  77 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  77 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  77 Batch  263/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  77 Batch  264/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  77 Batch  265/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  77 Batch  266/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  77 Batch  267/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  78 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  78 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  78 Batch    3/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  78 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  78 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  78 Batch    6/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.010
Epoch  78 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  78 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  78 Batch    9/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  78 Batch   10/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.006
Epoch  78 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  78 Batch   12/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  78 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  78 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  78 Batch   15/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  78 Batch   16/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  78 Batch   17/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch   18/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch   19/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.012
Epoch  78 Batch   21/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  78 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  78 Batch   23/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  78 Batch   26/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  78 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  78 Batch   28/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.008
Epoch  78 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  78 Batch   30/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  78 Batch   31/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch   32/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  78 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch   34/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.016
Epoch  78 Batch   36/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.011
Epoch  78 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  78 Batch   40/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.012
Epoch  78 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch   42/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  78 Batch   43/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch   44/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.013
Epoch  78 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  78 Batch   46/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  78 Batch   47/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch   49/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  78 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.012
Epoch  78 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch   53/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.007
Epoch  78 Batch   55/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.011
Epoch  78 Batch   56/269 - Train Accuracy:  0.965, Validation Accuracy:  0.972, Loss:  0.010
Epoch  78 Batch   57/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.014
Epoch  78 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.010
Epoch  78 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.006
Epoch  78 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.013
Epoch  78 Batch   61/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.010
Epoch  78 Batch   62/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.012
Epoch  78 Batch   63/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  78 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  78 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  78 Batch   68/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  78 Batch   69/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  78 Batch   70/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  78 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  78 Batch   72/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  78 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  78 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  78 Batch   75/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  78 Batch   76/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  78 Batch   77/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  78 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  78 Batch   79/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch   80/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.006
Epoch  78 Batch   81/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.010
Epoch  78 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.011
Epoch  78 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  78 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  78 Batch   86/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.010
Epoch  78 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch   89/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  78 Batch   90/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch   92/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.007
Epoch  78 Batch   93/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.010
Epoch  78 Batch   94/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.012
Epoch  78 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  78 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch   97/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch   98/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  78 Batch   99/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  78 Batch  100/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.011
Epoch  78 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  78 Batch  102/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  78 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  78 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch  106/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch  107/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  109/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  78 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  111/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  78 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  78 Batch  113/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  78 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  78 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  78 Batch  116/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  78 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  78 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  78 Batch  119/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  78 Batch  120/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  78 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  78 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch  123/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch  126/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  78 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.010
Epoch  78 Batch  128/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.006
Epoch  78 Batch  129/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.010
Epoch  78 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.974, Loss:  0.010
Epoch  78 Batch  132/269 - Train Accuracy:  0.965, Validation Accuracy:  0.974, Loss:  0.010
Epoch  78 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.008
Epoch  78 Batch  134/269 - Train Accuracy:  0.969, Validation Accuracy:  0.974, Loss:  0.009
Epoch  78 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.006
Epoch  78 Batch  136/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.009
Epoch  78 Batch  137/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.008
Epoch  78 Batch  138/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.007
Epoch  78 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.006
Epoch  78 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  78 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.007
Epoch  78 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.013
Epoch  78 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.009
Epoch  78 Batch  144/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.009
Epoch  78 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.005
Epoch  78 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  78 Batch  147/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.009
Epoch  78 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.007
Epoch  78 Batch  149/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch  150/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  78 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  153/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch  155/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch  156/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  78 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch  159/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch  161/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  78 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch  164/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  167/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  78 Batch  168/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  169/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  170/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  78 Batch  171/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  173/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  175/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  78 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  78 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  78 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch  179/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  78 Batch  180/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  78 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  183/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.005
Epoch  78 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  78 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  78 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch  187/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch  188/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.011
Epoch  78 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.011
Epoch  78 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  78 Batch  192/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  78 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  78 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  197/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  78 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  199/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  78 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch  202/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.008
Epoch  78 Batch  203/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.010
Epoch  78 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  78 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  78 Batch  206/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  78 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  78 Batch  210/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.008
Epoch  78 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  78 Batch  212/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  78 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  78 Batch  214/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  78 Batch  215/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  78 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch  217/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  78 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch  219/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.005
Epoch  78 Batch  220/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  78 Batch  221/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  78 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  78 Batch  223/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  78 Batch  224/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  78 Batch  225/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  78 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  78 Batch  227/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  78 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  78 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  78 Batch  230/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  78 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.010
Epoch  78 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  78 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  236/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch  237/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.010
Epoch  78 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  239/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.012
Epoch  78 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch  241/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.010
Epoch  78 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  78 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.008
Epoch  78 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  78 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  78 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  78 Batch  249/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  78 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.011
Epoch  78 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  78 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  78 Batch  253/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  78 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  78 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  78 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  78 Batch  257/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  78 Batch  258/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  78 Batch  259/269 - Train Accuracy:  0.977, Validation Accuracy:  0.957, Loss:  0.009
Epoch  78 Batch  260/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.006
Epoch  78 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.007
Epoch  78 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  78 Batch  263/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  78 Batch  264/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  78 Batch  265/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.006
Epoch  78 Batch  266/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.006
Epoch  78 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  79 Batch    0/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.009
Epoch  79 Batch    1/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  79 Batch    2/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  79 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.006
Epoch  79 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  79 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.011
Epoch  79 Batch    6/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.006
Epoch  79 Batch    7/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.010
Epoch  79 Batch    8/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.011
Epoch  79 Batch    9/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.008
Epoch  79 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.007
Epoch  79 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.007
Epoch  79 Batch   12/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.014
Epoch  79 Batch   13/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  79 Batch   14/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  79 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  79 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  79 Batch   17/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch   18/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  79 Batch   20/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  79 Batch   21/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  79 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  79 Batch   23/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  79 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.015
Epoch  79 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.013
Epoch  79 Batch   26/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  79 Batch   27/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   30/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  79 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  79 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.004
Epoch  79 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  79 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.016
Epoch  79 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   37/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.007
Epoch  79 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.009
Epoch  79 Batch   39/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.006
Epoch  79 Batch   40/269 - Train Accuracy:  0.967, Validation Accuracy:  0.972, Loss:  0.010
Epoch  79 Batch   41/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  79 Batch   42/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.005
Epoch  79 Batch   43/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  79 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  79 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  79 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  79 Batch   48/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  79 Batch   49/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch   50/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  79 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  79 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  79 Batch   54/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  79 Batch   55/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch   56/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch   57/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.013
Epoch  79 Batch   58/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  79 Batch   61/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   62/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  79 Batch   63/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  79 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.010
Epoch  79 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  79 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  79 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  79 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  79 Batch   71/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  79 Batch   74/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  79 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.008
Epoch  79 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch   77/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  79 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  79 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  79 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  79 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  79 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch   86/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  79 Batch   87/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  79 Batch   88/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  79 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch   92/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch   93/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  79 Batch   94/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  79 Batch   96/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  79 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch   98/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch  101/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  79 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  79 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  79 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.014
Epoch  79 Batch  105/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  79 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  79 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.007
Epoch  79 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  79 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  79 Batch  112/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  79 Batch  113/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  79 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  79 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  79 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  79 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  79 Batch  118/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch  119/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch  120/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  79 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch  122/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch  123/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.007
Epoch  79 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  79 Batch  126/269 - Train Accuracy:  0.961, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  79 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  129/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  79 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  79 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  79 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  79 Batch  133/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  79 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch  136/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch  137/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  79 Batch  138/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  79 Batch  139/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  79 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch  141/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  79 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  79 Batch  143/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  79 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.005
Epoch  79 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  79 Batch  147/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch  148/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  79 Batch  150/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.011
Epoch  79 Batch  152/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch  153/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch  154/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.010
Epoch  79 Batch  155/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.008
Epoch  79 Batch  156/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  79 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  79 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  79 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  79 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  79 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  79 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  79 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  79 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  79 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  79 Batch  170/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  79 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  79 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  79 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.008
Epoch  79 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  79 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  79 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  79 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  79 Batch  179/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.011
Epoch  79 Batch  181/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  182/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  79 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  79 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  79 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.012
Epoch  79 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch  188/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  79 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.009
Epoch  79 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  79 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.005
Epoch  79 Batch  192/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.005
Epoch  79 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.007
Epoch  79 Batch  194/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  79 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  79 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.008
Epoch  79 Batch  197/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.007
Epoch  79 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  79 Batch  199/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  79 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.006
Epoch  79 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.009
Epoch  79 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  79 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.013
Epoch  79 Batch  204/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  79 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  79 Batch  206/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  79 Batch  207/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  79 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  79 Batch  210/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  79 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  79 Batch  212/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.010
Epoch  79 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  79 Batch  214/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  79 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  79 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  79 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.009
Epoch  79 Batch  218/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.007
Epoch  79 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.010
Epoch  79 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  79 Batch  221/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  79 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  79 Batch  223/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.007
Epoch  79 Batch  224/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.015
Epoch  79 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  79 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  79 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  79 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  79 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  79 Batch  230/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.014
Epoch  79 Batch  231/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  79 Batch  232/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  79 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch  234/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  79 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch  236/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  79 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  79 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  79 Batch  240/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  79 Batch  241/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch  242/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  79 Batch  243/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.008
Epoch  79 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  79 Batch  245/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch  246/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  79 Batch  247/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  79 Batch  248/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  79 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  79 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  79 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  79 Batch  253/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  79 Batch  254/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  79 Batch  255/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  256/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch  257/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.013
Epoch  79 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  79 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  79 Batch  260/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch  261/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  79 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  79 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  79 Batch  264/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.014
Epoch  79 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  79 Batch  266/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.009
Epoch  79 Batch  267/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.013
Epoch  80 Batch    0/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  80 Batch    1/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  80 Batch    2/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.009
Epoch  80 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch    4/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  80 Batch    5/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  80 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  80 Batch    7/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch    8/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  80 Batch    9/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.007
Epoch  80 Batch   10/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  80 Batch   11/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  80 Batch   12/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.014
Epoch  80 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  80 Batch   15/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  80 Batch   16/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.014
Epoch  80 Batch   17/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  80 Batch   18/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.012
Epoch  80 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  80 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  80 Batch   21/269 - Train Accuracy:  0.963, Validation Accuracy:  0.969, Loss:  0.011
Epoch  80 Batch   22/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  80 Batch   23/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  80 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  80 Batch   25/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  80 Batch   26/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  80 Batch   27/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  80 Batch   28/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  80 Batch   30/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  80 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  80 Batch   33/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  80 Batch   34/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  80 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.014
Epoch  80 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  80 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  80 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  80 Batch   41/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  80 Batch   42/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  80 Batch   43/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.009
Epoch  80 Batch   44/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  80 Batch   45/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  80 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  80 Batch   47/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  80 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  80 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  80 Batch   50/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  80 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.013
Epoch  80 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  80 Batch   53/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  80 Batch   54/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  80 Batch   55/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  80 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.009
Epoch  80 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.012
Epoch  80 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  80 Batch   59/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  80 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  80 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  80 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.013
Epoch  80 Batch   63/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  80 Batch   64/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  80 Batch   65/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.013
Epoch  80 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  80 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  80 Batch   68/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.011
Epoch  80 Batch   69/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.014
Epoch  80 Batch   70/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.012
Epoch  80 Batch   71/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  80 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  80 Batch   73/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.013
Epoch  80 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.012
Epoch  80 Batch   75/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.014
Epoch  80 Batch   76/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.012
Epoch  80 Batch   77/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  80 Batch   78/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  80 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  80 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  80 Batch   81/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  80 Batch   82/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  80 Batch   83/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.014
Epoch  80 Batch   84/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  80 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  80 Batch   86/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  80 Batch   87/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  80 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.010
Epoch  80 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  80 Batch   90/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.011
Epoch  80 Batch   91/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch   93/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  80 Batch   94/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.017
Epoch  80 Batch   95/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch   96/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  80 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  80 Batch   98/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.008
Epoch  80 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.006
Epoch  80 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  80 Batch  101/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.017
Epoch  80 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.007
Epoch  80 Batch  103/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  80 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch  105/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  80 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch  108/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  80 Batch  109/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  80 Batch  110/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  80 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch  112/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  80 Batch  113/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  80 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  80 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  80 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  80 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  80 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  80 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch  121/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  80 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  80 Batch  123/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.008
Epoch  80 Batch  124/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  80 Batch  126/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  80 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  80 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  80 Batch  129/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.010
Epoch  80 Batch  130/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.010
Epoch  80 Batch  131/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.013
Epoch  80 Batch  132/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  80 Batch  133/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.012
Epoch  80 Batch  134/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  80 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  80 Batch  136/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.007
Epoch  80 Batch  137/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  80 Batch  138/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  80 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  80 Batch  140/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  80 Batch  141/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.012
Epoch  80 Batch  142/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  80 Batch  143/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  80 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  80 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  80 Batch  146/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch  147/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  80 Batch  148/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  80 Batch  149/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  80 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  80 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  80 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  80 Batch  153/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  80 Batch  154/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  80 Batch  156/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  80 Batch  157/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  80 Batch  158/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch  159/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  80 Batch  160/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  80 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.006
Epoch  80 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.009
Epoch  80 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  80 Batch  164/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  80 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  80 Batch  166/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  80 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  80 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  80 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  80 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  80 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  80 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.012
Epoch  80 Batch  173/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.008
Epoch  80 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  80 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  80 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.006
Epoch  80 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  80 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.012
Epoch  80 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.008
Epoch  80 Batch  180/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.010
Epoch  80 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.014
Epoch  80 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.008
Epoch  80 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.006
Epoch  80 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  80 Batch  185/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  80 Batch  186/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.007
Epoch  80 Batch  187/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.007
Epoch  80 Batch  188/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  80 Batch  189/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  80 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  80 Batch  192/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  80 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  80 Batch  194/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch  195/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  80 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  80 Batch  197/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  80 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  80 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  80 Batch  200/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch  201/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  80 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  80 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  80 Batch  204/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  80 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  80 Batch  206/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.013
Epoch  80 Batch  207/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  80 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  80 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  80 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.009
Epoch  80 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  80 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.012
Epoch  80 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  80 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  80 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  80 Batch  217/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.013
Epoch  80 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  80 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  80 Batch  220/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  80 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.005
Epoch  80 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  80 Batch  224/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.013
Epoch  80 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.012
Epoch  80 Batch  226/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  80 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  80 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  80 Batch  229/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  80 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  80 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.013
Epoch  80 Batch  232/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  80 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.013
Epoch  80 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  80 Batch  235/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.006
Epoch  80 Batch  236/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  80 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  80 Batch  238/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  80 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  80 Batch  240/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  80 Batch  241/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  80 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch  243/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.008
Epoch  80 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch  245/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  80 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  80 Batch  247/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  80 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  80 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  80 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  80 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  80 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  80 Batch  253/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  80 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.014
Epoch  80 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  80 Batch  256/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  80 Batch  257/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  80 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  80 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  80 Batch  260/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  80 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch  262/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  80 Batch  263/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  80 Batch  264/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.013
Epoch  80 Batch  265/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  80 Batch  266/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  80 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  81 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  81 Batch    1/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  81 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  81 Batch    4/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  81 Batch    5/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  81 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  81 Batch    8/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  81 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  81 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  81 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.011
Epoch  81 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  81 Batch   14/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  81 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  81 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  81 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  81 Batch   18/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  81 Batch   20/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.010
Epoch  81 Batch   21/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.013
Epoch  81 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch   23/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.013
Epoch  81 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.012
Epoch  81 Batch   25/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  81 Batch   26/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.013
Epoch  81 Batch   28/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.016
Epoch  81 Batch   29/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  81 Batch   30/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.012
Epoch  81 Batch   31/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  81 Batch   32/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  81 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  81 Batch   34/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  81 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.015
Epoch  81 Batch   36/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  81 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.011
Epoch  81 Batch   38/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  81 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  81 Batch   40/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.010
Epoch  81 Batch   41/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.009
Epoch  81 Batch   42/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  81 Batch   43/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  81 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  81 Batch   45/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.016
Epoch  81 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  81 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  81 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch   49/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch   50/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.013
Epoch  81 Batch   51/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  81 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  81 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.010
Epoch  81 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  81 Batch   55/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.016
Epoch  81 Batch   57/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  81 Batch   58/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  81 Batch   59/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  81 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  81 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  81 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  81 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.010
Epoch  81 Batch   65/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch   66/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  81 Batch   67/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  81 Batch   68/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  81 Batch   69/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  81 Batch   70/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.012
Epoch  81 Batch   71/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  81 Batch   72/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  81 Batch   73/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  81 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  81 Batch   75/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  81 Batch   76/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  81 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.013
Epoch  81 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.011
Epoch  81 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.010
Epoch  81 Batch   80/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.011
Epoch  81 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.012
Epoch  81 Batch   82/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.007
Epoch  81 Batch   83/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.014
Epoch  81 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  81 Batch   85/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  81 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  81 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  81 Batch   88/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  81 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  81 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  81 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  81 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  81 Batch   93/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  81 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  81 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  81 Batch   96/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch   98/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  81 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  81 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  81 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  81 Batch  104/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  81 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  81 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.006
Epoch  81 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  81 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  81 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  81 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  81 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  81 Batch  114/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  81 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  81 Batch  116/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  81 Batch  117/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  81 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  81 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.012
Epoch  81 Batch  120/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  81 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  81 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.009
Epoch  81 Batch  123/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  81 Batch  124/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  81 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  81 Batch  126/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  81 Batch  127/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  81 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.011
Epoch  81 Batch  129/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch  130/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.012
Epoch  81 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.010
Epoch  81 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.011
Epoch  81 Batch  133/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  81 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.008
Epoch  81 Batch  135/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  81 Batch  136/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  81 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  81 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  81 Batch  141/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.010
Epoch  81 Batch  142/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  81 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  81 Batch  145/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  81 Batch  146/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch  147/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  81 Batch  148/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch  149/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch  150/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  81 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.009
Epoch  81 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  81 Batch  153/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.009
Epoch  81 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  81 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  81 Batch  156/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  81 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  81 Batch  158/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  81 Batch  159/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  81 Batch  160/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  81 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  81 Batch  162/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  81 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  81 Batch  164/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  81 Batch  165/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  81 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  81 Batch  167/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  81 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  81 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  81 Batch  170/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  81 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  81 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.012
Epoch  81 Batch  173/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  81 Batch  174/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  81 Batch  175/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.011
Epoch  81 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  81 Batch  178/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.008
Epoch  81 Batch  179/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  81 Batch  180/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  81 Batch  181/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.015
Epoch  81 Batch  182/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.010
Epoch  81 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  81 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  81 Batch  185/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  81 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  81 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch  188/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.015
Epoch  81 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  81 Batch  190/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  81 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  81 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  81 Batch  193/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  81 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  81 Batch  195/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  81 Batch  197/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch  198/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  81 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.012
Epoch  81 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.008
Epoch  81 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  81 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  81 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  81 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  81 Batch  206/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  81 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  81 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  81 Batch  209/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.011
Epoch  81 Batch  210/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  81 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  81 Batch  212/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  81 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  81 Batch  214/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.014
Epoch  81 Batch  215/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.011
Epoch  81 Batch  216/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.012
Epoch  81 Batch  217/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.020
Epoch  81 Batch  218/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.017
Epoch  81 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.015
Epoch  81 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.015
Epoch  81 Batch  221/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  81 Batch  222/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  81 Batch  223/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  81 Batch  224/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.014
Epoch  81 Batch  225/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  81 Batch  226/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.015
Epoch  81 Batch  227/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.014
Epoch  81 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.015
Epoch  81 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.952, Loss:  0.018
Epoch  81 Batch  230/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.013
Epoch  81 Batch  231/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.014
Epoch  81 Batch  232/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  81 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.014
Epoch  81 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  81 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.009
Epoch  81 Batch  236/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  81 Batch  237/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.017
Epoch  81 Batch  238/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.013
Epoch  81 Batch  239/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  81 Batch  240/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  81 Batch  241/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.015
Epoch  81 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  81 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  81 Batch  244/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  81 Batch  245/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.013
Epoch  81 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  81 Batch  247/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  81 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.010
Epoch  81 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.012
Epoch  81 Batch  250/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.012
Epoch  81 Batch  251/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  81 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  81 Batch  253/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.014
Epoch  81 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.013
Epoch  81 Batch  255/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  81 Batch  256/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.012
Epoch  81 Batch  257/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.013
Epoch  81 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  81 Batch  259/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.012
Epoch  81 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.012
Epoch  81 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.012
Epoch  81 Batch  262/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.014
Epoch  81 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  81 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  81 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  81 Batch  266/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  81 Batch  267/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  82 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.011
Epoch  82 Batch    1/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.012
Epoch  82 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.016
Epoch  82 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  82 Batch    4/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.016
Epoch  82 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  82 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  82 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  82 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.016
Epoch  82 Batch    9/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.014
Epoch  82 Batch   10/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.014
Epoch  82 Batch   11/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.013
Epoch  82 Batch   12/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.013
Epoch  82 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  82 Batch   16/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.014
Epoch  82 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  82 Batch   18/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.015
Epoch  82 Batch   19/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch   20/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.011
Epoch  82 Batch   21/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.014
Epoch  82 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch   23/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.014
Epoch  82 Batch   24/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  82 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.016
Epoch  82 Batch   26/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  82 Batch   27/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  82 Batch   28/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  82 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.011
Epoch  82 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.012
Epoch  82 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  82 Batch   32/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch   33/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  82 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  82 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  82 Batch   36/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch   37/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  82 Batch   38/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.011
Epoch  82 Batch   39/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  82 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  82 Batch   41/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  82 Batch   42/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  82 Batch   43/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.013
Epoch  82 Batch   44/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  82 Batch   45/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.013
Epoch  82 Batch   46/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.009
Epoch  82 Batch   47/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  82 Batch   48/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch   49/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.006
Epoch  82 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.015
Epoch  82 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  82 Batch   52/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  82 Batch   53/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.012
Epoch  82 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.013
Epoch  82 Batch   55/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  82 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch   57/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.014
Epoch  82 Batch   58/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  82 Batch   59/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  82 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  82 Batch   61/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  82 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  82 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  82 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  82 Batch   65/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  82 Batch   66/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.014
Epoch  82 Batch   67/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  82 Batch   68/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  82 Batch   69/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  82 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.010
Epoch  82 Batch   71/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  82 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  82 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.011
Epoch  82 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  82 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.011
Epoch  82 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  82 Batch   77/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.011
Epoch  82 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  82 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  82 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.008
Epoch  82 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  82 Batch   82/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  82 Batch   83/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.014
Epoch  82 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  82 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  82 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  82 Batch   87/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  82 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  82 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  82 Batch   90/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.007
Epoch  82 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.009
Epoch  82 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.007
Epoch  82 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.016
Epoch  82 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  82 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  82 Batch   97/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  82 Batch   98/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  82 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  82 Batch  100/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  82 Batch  101/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  82 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  82 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch  104/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  82 Batch  105/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  82 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  82 Batch  107/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  82 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  82 Batch  109/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  82 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  82 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch  112/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  82 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.009
Epoch  82 Batch  114/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  115/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  82 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  82 Batch  117/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  82 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  82 Batch  119/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  82 Batch  120/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  82 Batch  121/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  82 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  82 Batch  123/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch  124/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  82 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  82 Batch  126/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  82 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  82 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  82 Batch  129/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  82 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  82 Batch  131/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch  132/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  82 Batch  133/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  82 Batch  134/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.011
Epoch  82 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  136/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  82 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  82 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  82 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  82 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.011
Epoch  82 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  143/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  82 Batch  144/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  82 Batch  146/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  82 Batch  147/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  82 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  82 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.013
Epoch  82 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.012
Epoch  82 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  82 Batch  154/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  82 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  82 Batch  157/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  82 Batch  158/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  82 Batch  159/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  160/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  82 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  82 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  82 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.009
Epoch  82 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  82 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  82 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  82 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  82 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  82 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  82 Batch  170/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch  171/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  82 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  82 Batch  173/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch  174/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  82 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  82 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  82 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  82 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  82 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  82 Batch  181/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  82 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  82 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch  185/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  82 Batch  186/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  82 Batch  187/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  82 Batch  188/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  82 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  82 Batch  190/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  82 Batch  191/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  82 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  194/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  82 Batch  195/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  197/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  82 Batch  198/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  82 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  82 Batch  200/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.006
Epoch  82 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.007
Epoch  82 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  82 Batch  203/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  82 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.012
Epoch  82 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  82 Batch  206/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  82 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  82 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  82 Batch  210/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  82 Batch  211/269 - Train Accuracy:  0.976, Validation Accuracy:  0.955, Loss:  0.008
Epoch  82 Batch  212/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.012
Epoch  82 Batch  213/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  82 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  82 Batch  215/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  82 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  82 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.014
Epoch  82 Batch  218/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  82 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.959, Loss:  0.010
Epoch  82 Batch  220/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.009
Epoch  82 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  82 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.011
Epoch  82 Batch  223/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.008
Epoch  82 Batch  224/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.016
Epoch  82 Batch  225/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.015
Epoch  82 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.010
Epoch  82 Batch  227/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  82 Batch  228/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  82 Batch  229/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  82 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  82 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch  232/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  82 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.011
Epoch  82 Batch  234/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.009
Epoch  82 Batch  235/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  82 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  82 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch  238/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.012
Epoch  82 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  82 Batch  240/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch  241/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.013
Epoch  82 Batch  242/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.011
Epoch  82 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  82 Batch  244/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  82 Batch  245/269 - Train Accuracy:  0.956, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch  246/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.013
Epoch  82 Batch  247/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.011
Epoch  82 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.009
Epoch  82 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  82 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  82 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  82 Batch  252/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.008
Epoch  82 Batch  253/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.008
Epoch  82 Batch  254/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  82 Batch  255/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  82 Batch  256/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  82 Batch  257/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.011
Epoch  82 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  82 Batch  259/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  82 Batch  260/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.007
Epoch  82 Batch  261/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  82 Batch  262/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.014
Epoch  82 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  82 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.010
Epoch  82 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  82 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.007
Epoch  82 Batch  267/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  83 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.010
Epoch  83 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.009
Epoch  83 Batch    2/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.010
Epoch  83 Batch    3/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  83 Batch    4/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch    6/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  83 Batch    7/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  83 Batch    8/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch    9/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  83 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  83 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch   14/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  83 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch   16/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  83 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  83 Batch   18/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.011
Epoch  83 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  83 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  83 Batch   21/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch   22/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  83 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch   24/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  83 Batch   25/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch   26/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  83 Batch   27/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  83 Batch   28/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  83 Batch   30/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  83 Batch   31/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  83 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  83 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  83 Batch   34/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  83 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.014
Epoch  83 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  83 Batch   37/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.009
Epoch  83 Batch   38/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.009
Epoch  83 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.008
Epoch  83 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.011
Epoch  83 Batch   41/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.007
Epoch  83 Batch   42/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  83 Batch   43/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  83 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  83 Batch   45/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  83 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  83 Batch   47/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.007
Epoch  83 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  83 Batch   49/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  83 Batch   50/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  83 Batch   51/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  83 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  83 Batch   53/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  83 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  83 Batch   55/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  83 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.008
Epoch  83 Batch   57/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.012
Epoch  83 Batch   58/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  83 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  83 Batch   60/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  83 Batch   61/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.012
Epoch  83 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  83 Batch   64/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch   65/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  83 Batch   66/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  83 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  83 Batch   68/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  83 Batch   69/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  83 Batch   70/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.010
Epoch  83 Batch   71/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  83 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  83 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  83 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch   75/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  83 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.006
Epoch  83 Batch   77/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch   80/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  83 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  83 Batch   83/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  83 Batch   84/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  83 Batch   85/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  83 Batch   87/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  83 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  83 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  83 Batch   90/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  83 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  83 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  83 Batch   95/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  83 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  83 Batch   97/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch   98/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  83 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  83 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  83 Batch  102/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  83 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  104/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  83 Batch  106/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  83 Batch  107/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  83 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  83 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  83 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  83 Batch  111/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  83 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  83 Batch  113/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  83 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.009
Epoch  83 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  83 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  83 Batch  117/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  83 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  83 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  83 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  83 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch  122/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  123/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  83 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.005
Epoch  83 Batch  126/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  83 Batch  127/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch  128/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  83 Batch  129/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  83 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  83 Batch  132/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch  134/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch  135/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.008
Epoch  83 Batch  136/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.012
Epoch  83 Batch  137/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.007
Epoch  83 Batch  138/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  83 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  83 Batch  140/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.008
Epoch  83 Batch  141/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  83 Batch  142/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch  143/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  83 Batch  146/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch  147/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  83 Batch  149/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  83 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.012
Epoch  83 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  83 Batch  152/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  83 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  83 Batch  154/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  156/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  83 Batch  157/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  83 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  83 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  160/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  83 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.007
Epoch  83 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  83 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  83 Batch  166/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  168/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  83 Batch  169/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.006
Epoch  83 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  83 Batch  171/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch  174/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  83 Batch  176/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  83 Batch  177/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  83 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  83 Batch  179/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  83 Batch  180/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  83 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch  185/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  83 Batch  187/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  83 Batch  188/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch  189/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  83 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  83 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  83 Batch  192/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  83 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  83 Batch  194/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  83 Batch  195/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  83 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  83 Batch  200/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  83 Batch  202/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch  203/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  83 Batch  206/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  83 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  208/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  83 Batch  209/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  83 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  83 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  83 Batch  212/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch  213/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  83 Batch  214/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch  216/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.009
Epoch  83 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.012
Epoch  83 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  83 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.010
Epoch  83 Batch  220/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.007
Epoch  83 Batch  221/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  83 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch  223/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.006
Epoch  83 Batch  224/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  83 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  83 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch  227/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch  228/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  83 Batch  229/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  83 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  83 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  83 Batch  232/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  83 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.011
Epoch  83 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  83 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.006
Epoch  83 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  83 Batch  237/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  83 Batch  238/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.009
Epoch  83 Batch  239/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  83 Batch  240/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  83 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.009
Epoch  83 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  83 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  83 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  83 Batch  245/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  83 Batch  246/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.011
Epoch  83 Batch  247/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  83 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch  249/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  83 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  83 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  83 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  83 Batch  253/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch  254/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch  255/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  83 Batch  257/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.010
Epoch  83 Batch  258/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.006
Epoch  83 Batch  259/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  83 Batch  260/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  83 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  83 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  83 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  83 Batch  264/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  83 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  83 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.006
Epoch  83 Batch  267/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  84 Batch    0/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  84 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.007
Epoch  84 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  84 Batch    3/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  84 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  84 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  84 Batch    9/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.012
Epoch  84 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch   11/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  84 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.015
Epoch  84 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.006
Epoch  84 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  84 Batch   15/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.006
Epoch  84 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  84 Batch   17/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  84 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch   20/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch   21/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  84 Batch   23/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   26/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  84 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch   28/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  84 Batch   29/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch   30/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  84 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  84 Batch   32/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  84 Batch   33/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch   34/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.012
Epoch  84 Batch   36/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  84 Batch   37/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.007
Epoch  84 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch   40/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch   41/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  84 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  84 Batch   43/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  84 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  84 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  84 Batch   47/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.005
Epoch  84 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  84 Batch   50/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch   51/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  84 Batch   52/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  84 Batch   56/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.009
Epoch  84 Batch   57/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.010
Epoch  84 Batch   58/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch   59/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  84 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch   61/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch   62/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch   63/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  84 Batch   65/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch   67/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  84 Batch   69/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.012
Epoch  84 Batch   70/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  84 Batch   72/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  84 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch   75/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  84 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch   77/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  84 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  84 Batch   79/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch   81/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch   82/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch   83/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  84 Batch   84/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch   86/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  84 Batch   88/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   89/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  84 Batch   90/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  84 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch   92/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch   94/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  84 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  84 Batch   96/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  84 Batch   97/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch   99/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  84 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  84 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch  104/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  84 Batch  105/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.006
Epoch  84 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch  110/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.006
Epoch  84 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  112/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  84 Batch  113/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.009
Epoch  84 Batch  114/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch  115/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  84 Batch  116/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  84 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  84 Batch  119/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  84 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  84 Batch  122/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  84 Batch  123/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  84 Batch  124/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  84 Batch  125/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.006
Epoch  84 Batch  126/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.007
Epoch  84 Batch  127/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  84 Batch  128/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  84 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  84 Batch  131/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  132/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  84 Batch  133/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  84 Batch  135/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  84 Batch  136/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  84 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  84 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  84 Batch  140/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.009
Epoch  84 Batch  143/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.006
Epoch  84 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  84 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  84 Batch  146/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  84 Batch  147/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  84 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  84 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  84 Batch  150/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  84 Batch  151/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.008
Epoch  84 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  84 Batch  154/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  84 Batch  156/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  84 Batch  157/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  158/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.013
Epoch  84 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  84 Batch  160/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  84 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  84 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  84 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  84 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  84 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  84 Batch  166/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.010
Epoch  84 Batch  167/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.009
Epoch  84 Batch  168/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.008
Epoch  84 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.006
Epoch  84 Batch  170/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  84 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch  173/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch  175/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  84 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  84 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  84 Batch  178/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch  179/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  84 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  84 Batch  181/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  84 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  84 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  84 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  84 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  84 Batch  187/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  84 Batch  188/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  84 Batch  189/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  190/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  84 Batch  191/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  192/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  84 Batch  193/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  194/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  196/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.011
Epoch  84 Batch  197/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  84 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.006
Epoch  84 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch  202/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  84 Batch  203/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  84 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  84 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  206/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  84 Batch  207/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  84 Batch  208/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  84 Batch  209/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  210/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  211/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  84 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  84 Batch  213/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  84 Batch  214/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  215/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.007
Epoch  84 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  217/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  84 Batch  218/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.006
Epoch  84 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.010
Epoch  84 Batch  220/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch  221/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.008
Epoch  84 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  84 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  84 Batch  225/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  84 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  84 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.005
Epoch  84 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  84 Batch  230/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  232/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  84 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.007
Epoch  84 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.006
Epoch  84 Batch  236/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  84 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  84 Batch  238/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  84 Batch  239/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  84 Batch  240/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  84 Batch  241/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  84 Batch  242/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.005
Epoch  84 Batch  244/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  84 Batch  245/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  84 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  84 Batch  247/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch  248/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.005
Epoch  84 Batch  249/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  84 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  84 Batch  251/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  84 Batch  253/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  84 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  84 Batch  255/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  256/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  257/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  258/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  259/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  260/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  84 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  84 Batch  263/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  84 Batch  264/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch  265/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  84 Batch  267/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  85 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.011
Epoch  85 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  85 Batch    2/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch    4/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch    5/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  85 Batch    6/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  85 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch    8/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.010
Epoch  85 Batch    9/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  85 Batch   10/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  85 Batch   12/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  85 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  85 Batch   15/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  85 Batch   16/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  85 Batch   17/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  85 Batch   19/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch   21/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  85 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  85 Batch   23/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  85 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  85 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch   26/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  85 Batch   27/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  85 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch   29/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  85 Batch   30/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  85 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  85 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  85 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.005
Epoch  85 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  85 Batch   36/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  85 Batch   38/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.010
Epoch  85 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  85 Batch   40/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  85 Batch   41/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  85 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  85 Batch   43/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.010
Epoch  85 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  85 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  85 Batch   48/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  85 Batch   49/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.005
Epoch  85 Batch   50/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.012
Epoch  85 Batch   51/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  85 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.006
Epoch  85 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.013
Epoch  85 Batch   54/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.009
Epoch  85 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.011
Epoch  85 Batch   56/269 - Train Accuracy:  0.967, Validation Accuracy:  0.974, Loss:  0.010
Epoch  85 Batch   57/269 - Train Accuracy:  0.973, Validation Accuracy:  0.974, Loss:  0.012
Epoch  85 Batch   58/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.011
Epoch  85 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  85 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  85 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  85 Batch   63/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.010
Epoch  85 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.006
Epoch  85 Batch   65/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.012
Epoch  85 Batch   66/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  85 Batch   67/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.008
Epoch  85 Batch   68/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch   69/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  85 Batch   70/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  85 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.013
Epoch  85 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  85 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch   74/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  85 Batch   75/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch   76/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  85 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.012
Epoch  85 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.013
Epoch  85 Batch   79/269 - Train Accuracy:  0.961, Validation Accuracy:  0.968, Loss:  0.012
Epoch  85 Batch   80/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.012
Epoch  85 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  85 Batch   83/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  85 Batch   84/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  85 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch   86/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  85 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.012
Epoch  85 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.007
Epoch  85 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  85 Batch   92/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch   93/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.013
Epoch  85 Batch   95/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch   96/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.012
Epoch  85 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  85 Batch   98/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  85 Batch   99/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  85 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.013
Epoch  85 Batch  101/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.010
Epoch  85 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.008
Epoch  85 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  85 Batch  104/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  85 Batch  105/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch  106/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.008
Epoch  85 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  85 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  85 Batch  109/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.011
Epoch  85 Batch  110/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch  112/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch  113/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.010
Epoch  85 Batch  114/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  85 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  85 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  85 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  85 Batch  119/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  85 Batch  120/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  85 Batch  121/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  85 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  85 Batch  124/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  85 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  126/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.012
Epoch  85 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  85 Batch  132/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch  133/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  85 Batch  134/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  135/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  85 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  85 Batch  137/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  85 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.007
Epoch  85 Batch  139/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  85 Batch  140/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  85 Batch  141/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  85 Batch  142/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  85 Batch  143/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  85 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  85 Batch  146/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  85 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  85 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  149/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.012
Epoch  85 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  85 Batch  151/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.008
Epoch  85 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch  153/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.013
Epoch  85 Batch  154/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch  156/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  85 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  85 Batch  159/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.007
Epoch  85 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  85 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.011
Epoch  85 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  85 Batch  167/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  85 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  85 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  85 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  85 Batch  171/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  85 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.012
Epoch  85 Batch  173/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  85 Batch  175/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.013
Epoch  85 Batch  176/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  85 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  85 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  85 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  85 Batch  184/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  85 Batch  188/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  85 Batch  189/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.005
Epoch  85 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  85 Batch  191/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  85 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  85 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  85 Batch  195/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.008
Epoch  85 Batch  196/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  85 Batch  197/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  85 Batch  198/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.009
Epoch  85 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.009
Epoch  85 Batch  200/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.010
Epoch  85 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  85 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  85 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  85 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  85 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.006
Epoch  85 Batch  206/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  85 Batch  207/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  85 Batch  208/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  85 Batch  209/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  85 Batch  210/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  211/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  85 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  85 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  85 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  85 Batch  215/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.008
Epoch  85 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.013
Epoch  85 Batch  217/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.011
Epoch  85 Batch  218/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch  220/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  85 Batch  221/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  85 Batch  223/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  85 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  85 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  85 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  85 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  85 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  85 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  85 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  85 Batch  231/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  85 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  85 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  85 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  85 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  85 Batch  236/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  85 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  85 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch  239/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  85 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  85 Batch  241/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch  243/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch  244/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  85 Batch  245/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  85 Batch  246/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  85 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  85 Batch  249/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  85 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch  253/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch  254/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  85 Batch  255/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  85 Batch  257/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  85 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  85 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  85 Batch  260/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  85 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  85 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  85 Batch  263/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch  265/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  85 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  85 Batch  267/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.009
Epoch  86 Batch    0/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  86 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.013
Epoch  86 Batch    2/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  86 Batch    3/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  86 Batch    4/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.010
Epoch  86 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  86 Batch    6/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  86 Batch    7/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  86 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch    9/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch   11/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  86 Batch   12/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch   13/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  86 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  86 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  86 Batch   16/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.013
Epoch  86 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  86 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  86 Batch   20/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch   21/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  86 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  86 Batch   23/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  86 Batch   24/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  86 Batch   25/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  86 Batch   26/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  86 Batch   27/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  86 Batch   28/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.012
Epoch  86 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.012
Epoch  86 Batch   30/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.009
Epoch  86 Batch   31/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  86 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.006
Epoch  86 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  86 Batch   34/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  86 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  86 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.006
Epoch  86 Batch   37/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.008
Epoch  86 Batch   38/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  86 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  86 Batch   40/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  86 Batch   41/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  86 Batch   42/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  86 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch   44/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.012
Epoch  86 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  86 Batch   46/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch   47/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.008
Epoch  86 Batch   48/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch   49/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  86 Batch   50/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  86 Batch   51/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  86 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  86 Batch   53/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  86 Batch   54/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.011
Epoch  86 Batch   55/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  86 Batch   56/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  86 Batch   57/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch   58/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  86 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  86 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch   61/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch   62/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  86 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  86 Batch   65/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  86 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.012
Epoch  86 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  86 Batch   68/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch   69/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.013
Epoch  86 Batch   72/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  86 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  86 Batch   74/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch   75/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.010
Epoch  86 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  86 Batch   77/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  86 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  86 Batch   79/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  86 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  86 Batch   81/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  86 Batch   82/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  86 Batch   83/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  86 Batch   84/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch   85/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  86 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  86 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  86 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.008
Epoch  86 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  86 Batch   90/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  86 Batch   91/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  86 Batch   92/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  86 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  86 Batch   94/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  86 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  86 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  86 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  86 Batch   98/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  86 Batch   99/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  86 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  86 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.014
Epoch  86 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  86 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  86 Batch  104/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  86 Batch  105/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  106/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.014
Epoch  86 Batch  107/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.012
Epoch  86 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  86 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  86 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  86 Batch  111/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  86 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  86 Batch  114/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  86 Batch  115/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.015
Epoch  86 Batch  116/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  86 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  86 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  86 Batch  119/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  86 Batch  120/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  86 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  86 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  86 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  86 Batch  124/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  86 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  86 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  86 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  86 Batch  128/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.010
Epoch  86 Batch  129/269 - Train Accuracy:  0.963, Validation Accuracy:  0.968, Loss:  0.009
Epoch  86 Batch  130/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.010
Epoch  86 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.011
Epoch  86 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.012
Epoch  86 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  86 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  86 Batch  135/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  86 Batch  136/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  86 Batch  137/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  86 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  86 Batch  139/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.010
Epoch  86 Batch  140/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  86 Batch  141/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  86 Batch  142/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.009
Epoch  86 Batch  143/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  86 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  86 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  86 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  86 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  86 Batch  148/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  86 Batch  149/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  86 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  86 Batch  151/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  152/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  86 Batch  154/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  86 Batch  155/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  86 Batch  156/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  157/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  86 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  86 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  86 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  86 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  86 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.006
Epoch  86 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  86 Batch  164/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  86 Batch  165/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  86 Batch  166/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  86 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  86 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  86 Batch  169/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  86 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  86 Batch  171/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.012
Epoch  86 Batch  172/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  86 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  86 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  86 Batch  175/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  86 Batch  177/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  86 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  86 Batch  181/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  86 Batch  183/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  86 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.013
Epoch  86 Batch  185/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  86 Batch  187/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  188/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  86 Batch  189/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.007
Epoch  86 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  86 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  86 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch  193/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  86 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  86 Batch  195/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  86 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  86 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  86 Batch  198/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  86 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  86 Batch  200/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.007
Epoch  86 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  86 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  86 Batch  203/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  86 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  86 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  86 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  86 Batch  207/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  86 Batch  208/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  86 Batch  210/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.012
Epoch  86 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  86 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  86 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  215/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  216/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch  217/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  86 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  86 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  86 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  86 Batch  221/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  86 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  86 Batch  223/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  86 Batch  224/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  86 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  86 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.009
Epoch  86 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.011
Epoch  86 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  86 Batch  229/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  86 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  86 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  86 Batch  232/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.013
Epoch  86 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.010
Epoch  86 Batch  234/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  86 Batch  236/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  86 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.013
Epoch  86 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  86 Batch  240/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.012
Epoch  86 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  86 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.007
Epoch  86 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  86 Batch  245/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.013
Epoch  86 Batch  246/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.012
Epoch  86 Batch  247/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  86 Batch  248/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch  249/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.014
Epoch  86 Batch  250/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.012
Epoch  86 Batch  251/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  86 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  86 Batch  253/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  86 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  86 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.010
Epoch  86 Batch  256/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  86 Batch  257/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.012
Epoch  86 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  86 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  86 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  86 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  86 Batch  262/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.013
Epoch  86 Batch  263/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  86 Batch  264/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  86 Batch  265/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  86 Batch  266/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  86 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  87 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch    1/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  87 Batch    2/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.009
Epoch  87 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  87 Batch    4/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.010
Epoch  87 Batch    5/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.013
Epoch  87 Batch    6/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  87 Batch    7/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.007
Epoch  87 Batch    8/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch    9/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch   10/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch   11/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.010
Epoch  87 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  87 Batch   13/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.007
Epoch  87 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  87 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch   17/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  87 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.011
Epoch  87 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.008
Epoch  87 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  87 Batch   21/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.008
Epoch  87 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch   24/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  87 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch   26/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch   27/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  87 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  87 Batch   30/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch   32/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  87 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  87 Batch   34/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  87 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch   36/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  87 Batch   37/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch   38/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  87 Batch   39/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  87 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  87 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.009
Epoch  87 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  87 Batch   43/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.009
Epoch  87 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  87 Batch   45/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.010
Epoch  87 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  87 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  87 Batch   50/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  87 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  87 Batch   53/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  87 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch   55/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  87 Batch   56/269 - Train Accuracy:  0.963, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch   57/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  87 Batch   58/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  87 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  87 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  87 Batch   62/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch   63/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch   64/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  87 Batch   65/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  87 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  87 Batch   67/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  87 Batch   68/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.013
Epoch  87 Batch   69/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  87 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  87 Batch   71/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.012
Epoch  87 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch   73/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch   75/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  87 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch   77/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch   78/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  87 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.008
Epoch  87 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  87 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  87 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  87 Batch   83/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  87 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  87 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  87 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  87 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  87 Batch   89/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.010
Epoch  87 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.007
Epoch  87 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  87 Batch   92/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  87 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  87 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  87 Batch   95/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  87 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  87 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  87 Batch   98/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  87 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  102/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.005
Epoch  87 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  87 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.013
Epoch  87 Batch  105/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  87 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  87 Batch  109/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.012
Epoch  87 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch  112/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  113/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch  114/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  87 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch  116/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.007
Epoch  87 Batch  117/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  87 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  87 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  87 Batch  120/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  87 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  87 Batch  122/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  87 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.008
Epoch  87 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch  125/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  87 Batch  126/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  87 Batch  127/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  87 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  87 Batch  129/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  87 Batch  130/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  87 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch  132/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  87 Batch  133/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  134/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch  135/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.006
Epoch  87 Batch  136/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  87 Batch  137/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.007
Epoch  87 Batch  138/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  87 Batch  139/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  140/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  142/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  87 Batch  145/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  87 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  87 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  87 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  87 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  150/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  87 Batch  151/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  87 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  87 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  87 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  87 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  87 Batch  156/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  87 Batch  157/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  87 Batch  158/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  87 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  87 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  87 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  87 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  87 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.006
Epoch  87 Batch  164/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  87 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  87 Batch  167/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  87 Batch  168/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  87 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  87 Batch  170/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  87 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  87 Batch  172/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  173/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  174/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  175/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  87 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  87 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  87 Batch  181/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.012
Epoch  87 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  87 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  184/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch  185/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  187/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.009
Epoch  87 Batch  188/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  87 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  191/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch  192/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.010
Epoch  87 Batch  193/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  194/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch  195/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch  199/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.013
Epoch  87 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.006
Epoch  87 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.011
Epoch  87 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.010
Epoch  87 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  87 Batch  206/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  87 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  87 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  87 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  87 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  87 Batch  211/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  87 Batch  212/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  87 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  87 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  87 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  87 Batch  216/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.969, Loss:  0.013
Epoch  87 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  87 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.010
Epoch  87 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  87 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  87 Batch  223/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  87 Batch  224/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.016
Epoch  87 Batch  225/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  87 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  87 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  231/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  87 Batch  233/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.011
Epoch  87 Batch  234/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  87 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.005
Epoch  87 Batch  236/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.009
Epoch  87 Batch  237/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  238/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch  240/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  241/269 - Train Accuracy:  0.959, Validation Accuracy:  0.968, Loss:  0.012
Epoch  87 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.007
Epoch  87 Batch  244/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  87 Batch  245/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  87 Batch  246/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  87 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  87 Batch  248/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  87 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.013
Epoch  87 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  253/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch  257/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  87 Batch  259/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch  260/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch  261/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  87 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  87 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  264/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  87 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  87 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  87 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  88 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.010
Epoch  88 Batch    1/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  88 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  88 Batch    3/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  88 Batch    4/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  88 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  88 Batch    6/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.007
Epoch  88 Batch    7/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  88 Batch    8/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.012
Epoch  88 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  88 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  88 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.012
Epoch  88 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  88 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.006
Epoch  88 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  88 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  88 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.011
Epoch  88 Batch   17/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  88 Batch   18/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  88 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  88 Batch   22/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.009
Epoch  88 Batch   23/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.010
Epoch  88 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.010
Epoch  88 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  88 Batch   26/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  88 Batch   27/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch   28/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  88 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.012
Epoch  88 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.010
Epoch  88 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  88 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.005
Epoch  88 Batch   33/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  88 Batch   34/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  88 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  88 Batch   36/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.012
Epoch  88 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  88 Batch   38/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  88 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  88 Batch   40/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.011
Epoch  88 Batch   41/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  88 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.010
Epoch  88 Batch   43/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  88 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  88 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  88 Batch   46/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.008
Epoch  88 Batch   47/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  88 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  88 Batch   49/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.007
Epoch  88 Batch   50/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.010
Epoch  88 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.008
Epoch  88 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.006
Epoch  88 Batch   53/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.006
Epoch  88 Batch   54/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.008
Epoch  88 Batch   55/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.007
Epoch  88 Batch   56/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.011
Epoch  88 Batch   57/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.012
Epoch  88 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  88 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  88 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  88 Batch   61/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  88 Batch   62/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  88 Batch   63/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  88 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  88 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch   66/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  88 Batch   67/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  88 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  88 Batch   69/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.013
Epoch  88 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  88 Batch   71/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch   72/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  88 Batch   73/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  88 Batch   74/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  88 Batch   75/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.009
Epoch  88 Batch   76/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch   77/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  88 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  88 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  88 Batch   80/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  88 Batch   81/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  88 Batch   82/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  88 Batch   83/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  88 Batch   84/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.008
Epoch  88 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  88 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch   87/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  88 Batch   88/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  88 Batch   89/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch   90/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.007
Epoch  88 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  88 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  88 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  88 Batch   94/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  88 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  88 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  88 Batch   98/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  88 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  88 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  88 Batch  101/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  88 Batch  102/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  88 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  88 Batch  104/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  88 Batch  105/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  88 Batch  106/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  88 Batch  107/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.008
Epoch  88 Batch  108/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.006
Epoch  88 Batch  109/269 - Train Accuracy:  0.965, Validation Accuracy:  0.970, Loss:  0.009
Epoch  88 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  88 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  88 Batch  112/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.009
Epoch  88 Batch  113/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.008
Epoch  88 Batch  114/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  88 Batch  115/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  88 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  88 Batch  117/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  88 Batch  118/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  88 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  88 Batch  122/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  88 Batch  123/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  88 Batch  126/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  88 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  88 Batch  128/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  88 Batch  129/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  88 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  88 Batch  131/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  88 Batch  132/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.011
Epoch  88 Batch  133/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  88 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.006
Epoch  88 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  88 Batch  136/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  88 Batch  137/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  88 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  88 Batch  140/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  88 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  88 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  88 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  88 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  88 Batch  146/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  88 Batch  147/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  88 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch  150/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch  151/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  88 Batch  152/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  88 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  88 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.006
Epoch  88 Batch  156/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  88 Batch  157/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  88 Batch  158/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  88 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  88 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  88 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  88 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  88 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.006
Epoch  88 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  88 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  88 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  88 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  88 Batch  168/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  88 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  88 Batch  170/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  88 Batch  171/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.014
Epoch  88 Batch  172/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  173/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  88 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  88 Batch  176/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  88 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  88 Batch  178/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  88 Batch  179/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  88 Batch  180/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  88 Batch  181/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  88 Batch  182/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  88 Batch  183/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.005
Epoch  88 Batch  184/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  88 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.011
Epoch  88 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.005
Epoch  88 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  88 Batch  188/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  88 Batch  189/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  88 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  88 Batch  192/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  88 Batch  193/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.005
Epoch  88 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  88 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.005
Epoch  88 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  88 Batch  197/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  88 Batch  198/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  88 Batch  199/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.007
Epoch  88 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.005
Epoch  88 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.006
Epoch  88 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  203/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  88 Batch  205/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  88 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  88 Batch  207/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.007
Epoch  88 Batch  208/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  88 Batch  209/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  88 Batch  210/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.006
Epoch  88 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.014
Epoch  88 Batch  212/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.008
Epoch  88 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.006
Epoch  88 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  88 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  88 Batch  216/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  88 Batch  217/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.013
Epoch  88 Batch  218/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.006
Epoch  88 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  88 Batch  220/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  221/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  88 Batch  222/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  88 Batch  224/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  88 Batch  225/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  88 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  88 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.006
Epoch  88 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.006
Epoch  88 Batch  230/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  88 Batch  231/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  232/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  88 Batch  234/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  88 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  88 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  239/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  88 Batch  240/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  88 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.011
Epoch  88 Batch  242/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.008
Epoch  88 Batch  243/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  88 Batch  244/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.007
Epoch  88 Batch  245/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  88 Batch  246/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.009
Epoch  88 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  88 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.007
Epoch  88 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  88 Batch  250/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  88 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  88 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  88 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  88 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  88 Batch  256/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  88 Batch  257/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  88 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  88 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  88 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  88 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  88 Batch  262/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  88 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  88 Batch  264/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  88 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  88 Batch  266/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  88 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch    1/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.009
Epoch  89 Batch    2/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  89 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch    4/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  89 Batch    5/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch    6/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  89 Batch    8/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  89 Batch    9/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  89 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  89 Batch   11/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  89 Batch   12/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  89 Batch   13/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.004
Epoch  89 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  89 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.004
Epoch  89 Batch   16/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  89 Batch   17/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  89 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch   20/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.010
Epoch  89 Batch   21/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  89 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  89 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  89 Batch   25/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  89 Batch   26/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.005
Epoch  89 Batch   27/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.010
Epoch  89 Batch   30/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  89 Batch   31/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  89 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch   34/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.010
Epoch  89 Batch   35/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  89 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.007
Epoch  89 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.008
Epoch  89 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.973, Loss:  0.009
Epoch  89 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  89 Batch   40/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  89 Batch   41/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.009
Epoch  89 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.009
Epoch  89 Batch   43/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.011
Epoch  89 Batch   44/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.010
Epoch  89 Batch   45/269 - Train Accuracy:  0.963, Validation Accuracy:  0.971, Loss:  0.011
Epoch  89 Batch   46/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.006
Epoch  89 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.006
Epoch  89 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.008
Epoch  89 Batch   49/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.007
Epoch  89 Batch   50/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.009
Epoch  89 Batch   51/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.009
Epoch  89 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.010
Epoch  89 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.011
Epoch  89 Batch   54/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.007
Epoch  89 Batch   55/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.008
Epoch  89 Batch   56/269 - Train Accuracy:  0.971, Validation Accuracy:  0.974, Loss:  0.013
Epoch  89 Batch   57/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.012
Epoch  89 Batch   58/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.008
Epoch  89 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  89 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  89 Batch   61/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  89 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  89 Batch   63/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  89 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.006
Epoch  89 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  89 Batch   66/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.010
Epoch  89 Batch   67/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.008
Epoch  89 Batch   68/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.009
Epoch  89 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.012
Epoch  89 Batch   70/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.008
Epoch  89 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.010
Epoch  89 Batch   72/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  89 Batch   73/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  89 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  89 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.006
Epoch  89 Batch   76/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch   77/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch   78/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  89 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.007
Epoch  89 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch   82/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch   83/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.011
Epoch  89 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch   85/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  89 Batch   86/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  89 Batch   88/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  89 Batch   90/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  89 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch   92/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch   93/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  89 Batch   95/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  89 Batch   96/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch   97/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch   98/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  89 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  89 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  89 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.014
Epoch  89 Batch  102/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.006
Epoch  89 Batch  103/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  89 Batch  104/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  89 Batch  105/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.006
Epoch  89 Batch  106/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.008
Epoch  89 Batch  107/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.007
Epoch  89 Batch  108/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.006
Epoch  89 Batch  109/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  89 Batch  110/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.006
Epoch  89 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  89 Batch  112/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  89 Batch  113/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  89 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  89 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  89 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  89 Batch  117/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  89 Batch  118/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  89 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.009
Epoch  89 Batch  120/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  89 Batch  121/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.006
Epoch  89 Batch  122/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  89 Batch  123/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch  125/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  89 Batch  126/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.005
Epoch  89 Batch  127/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  89 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.006
Epoch  89 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.008
Epoch  89 Batch  130/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.011
Epoch  89 Batch  131/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.008
Epoch  89 Batch  132/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.008
Epoch  89 Batch  133/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  89 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.007
Epoch  89 Batch  135/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  89 Batch  136/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  89 Batch  137/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  89 Batch  138/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.008
Epoch  89 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  89 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch  142/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.008
Epoch  89 Batch  144/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  89 Batch  145/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  89 Batch  146/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  89 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  89 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch  150/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  89 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  89 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  89 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  89 Batch  154/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  89 Batch  155/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  89 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  89 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  89 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  89 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  89 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  89 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  89 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  164/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  89 Batch  166/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch  167/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch  168/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  89 Batch  170/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch  171/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  172/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.008
Epoch  89 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.007
Epoch  89 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  89 Batch  175/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  89 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  89 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  89 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  89 Batch  179/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  89 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  89 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  89 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  89 Batch  184/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  89 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  89 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  89 Batch  187/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  89 Batch  188/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  89 Batch  190/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  89 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  89 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  89 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  89 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  89 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  89 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  198/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  89 Batch  199/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  89 Batch  200/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.005
Epoch  89 Batch  201/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  89 Batch  202/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  203/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  89 Batch  204/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  89 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  89 Batch  206/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  89 Batch  207/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  89 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  89 Batch  210/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  211/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  89 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  89 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  214/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  89 Batch  215/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  89 Batch  216/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  89 Batch  217/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.008
Epoch  89 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch  219/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  89 Batch  220/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  89 Batch  221/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  89 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  223/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  89 Batch  224/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  89 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.005
Epoch  89 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  89 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  89 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.005
Epoch  89 Batch  231/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.009
Epoch  89 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.008
Epoch  89 Batch  233/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.007
Epoch  89 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.005
Epoch  89 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.004
Epoch  89 Batch  236/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.005
Epoch  89 Batch  237/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  89 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.010
Epoch  89 Batch  239/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.010
Epoch  89 Batch  240/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.007
Epoch  89 Batch  241/269 - Train Accuracy:  0.968, Validation Accuracy:  0.973, Loss:  0.008
Epoch  89 Batch  242/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.008
Epoch  89 Batch  243/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.005
Epoch  89 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  89 Batch  245/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.007
Epoch  89 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.010
Epoch  89 Batch  247/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.009
Epoch  89 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.974, Loss:  0.007
Epoch  89 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.007
Epoch  89 Batch  250/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.007
Epoch  89 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.009
Epoch  89 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.005
Epoch  89 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.009
Epoch  89 Batch  254/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  89 Batch  255/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch  256/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  257/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch  258/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch  259/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  89 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  89 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  89 Batch  263/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  89 Batch  264/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  89 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  89 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  90 Batch    0/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.006
Epoch  90 Batch    1/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  90 Batch    2/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  90 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  90 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  90 Batch    5/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  90 Batch    6/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  90 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  90 Batch    8/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.011
Epoch  90 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  90 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  90 Batch   12/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.008
Epoch  90 Batch   13/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.007
Epoch  90 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  90 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  90 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.011
Epoch  90 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  90 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.007
Epoch  90 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  90 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  90 Batch   21/269 - Train Accuracy:  0.963, Validation Accuracy:  0.971, Loss:  0.008
Epoch  90 Batch   22/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.006
Epoch  90 Batch   23/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.008
Epoch  90 Batch   24/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.008
Epoch  90 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  90 Batch   26/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  90 Batch   27/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.005
Epoch  90 Batch   28/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  90 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  90 Batch   30/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  90 Batch   31/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  90 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  90 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  90 Batch   34/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  90 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.011
Epoch  90 Batch   36/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.005
Epoch  90 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.008
Epoch  90 Batch   38/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.009
Epoch  90 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.007
Epoch  90 Batch   40/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.008
Epoch  90 Batch   41/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.010
Epoch  90 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.008
Epoch  90 Batch   43/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.007
Epoch  90 Batch   44/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  90 Batch   45/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  90 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.008
Epoch  90 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.006
Epoch  90 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.007
Epoch  90 Batch   49/269 - Train Accuracy:  0.970, Validation Accuracy:  0.973, Loss:  0.009
Epoch  90 Batch   50/269 - Train Accuracy:  0.972, Validation Accuracy:  0.974, Loss:  0.010
Epoch  90 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.974, Loss:  0.009
Epoch  90 Batch   52/269 - Train Accuracy:  0.973, Validation Accuracy:  0.974, Loss:  0.005
Epoch  90 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.974, Loss:  0.007
Epoch  90 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.975, Loss:  0.009
Epoch  90 Batch   55/269 - Train Accuracy:  0.975, Validation Accuracy:  0.975, Loss:  0.008
Epoch  90 Batch   56/269 - Train Accuracy:  0.974, Validation Accuracy:  0.977, Loss:  0.008
Epoch  90 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.977, Loss:  0.011
Epoch  90 Batch   58/269 - Train Accuracy:  0.974, Validation Accuracy:  0.977, Loss:  0.010
Epoch  90 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.975, Loss:  0.006
Epoch  90 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.975, Loss:  0.009
Epoch  90 Batch   61/269 - Train Accuracy:  0.968, Validation Accuracy:  0.974, Loss:  0.009
Epoch  90 Batch   62/269 - Train Accuracy:  0.976, Validation Accuracy:  0.975, Loss:  0.006
Epoch  90 Batch   63/269 - Train Accuracy:  0.977, Validation Accuracy:  0.975, Loss:  0.008
Epoch  90 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.005
Epoch  90 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.009
Epoch  90 Batch   66/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.009
Epoch  90 Batch   67/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.009
Epoch  90 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.010
Epoch  90 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.012
Epoch  90 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  90 Batch   71/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  90 Batch   72/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch   73/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  90 Batch   75/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch   76/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch   77/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  90 Batch   78/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.007
Epoch  90 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.033
Epoch  90 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.027
Epoch  90 Batch   81/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  90 Batch   82/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.023
Epoch  90 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.028
Epoch  90 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.011
Epoch  90 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch   86/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.007
Epoch  90 Batch   87/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  90 Batch   88/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.012
Epoch  90 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.013
Epoch  90 Batch   90/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.010
Epoch  90 Batch   91/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  90 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  90 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.006
Epoch  90 Batch   94/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  90 Batch   95/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.005
Epoch  90 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  90 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.012
Epoch  90 Batch   98/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  90 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  90 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch  101/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  90 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  90 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  90 Batch  104/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  90 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  90 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch  107/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  90 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  90 Batch  109/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  110/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  90 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  90 Batch  112/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  90 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  115/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  90 Batch  116/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  90 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  90 Batch  118/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  90 Batch  119/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  90 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  90 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  90 Batch  122/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  90 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  90 Batch  124/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  90 Batch  126/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  90 Batch  127/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  90 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  90 Batch  129/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  90 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.016
Epoch  90 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.011
Epoch  90 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.009
Epoch  90 Batch  133/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.010
Epoch  90 Batch  134/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  90 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  90 Batch  136/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  90 Batch  137/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  90 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  90 Batch  139/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  90 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  90 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.012
Epoch  90 Batch  142/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.011
Epoch  90 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  90 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  90 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.010
Epoch  90 Batch  146/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  90 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  90 Batch  148/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  90 Batch  149/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.010
Epoch  90 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  90 Batch  151/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.011
Epoch  90 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  90 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch  154/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  90 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  90 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  90 Batch  159/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  90 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  90 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  90 Batch  162/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.012
Epoch  90 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  90 Batch  164/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  90 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  90 Batch  167/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  90 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  90 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch  171/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  90 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  90 Batch  173/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.013
Epoch  90 Batch  176/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  90 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  90 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch  180/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  90 Batch  182/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  90 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  90 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.010
Epoch  90 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  90 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  90 Batch  187/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  90 Batch  188/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.007
Epoch  90 Batch  189/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  90 Batch  190/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.008
Epoch  90 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  90 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  90 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  90 Batch  195/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  90 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  90 Batch  197/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  90 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  90 Batch  199/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  90 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.006
Epoch  90 Batch  201/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  90 Batch  203/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  90 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  90 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  90 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  90 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  90 Batch  208/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  90 Batch  209/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  90 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.006
Epoch  90 Batch  211/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  90 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  90 Batch  213/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  90 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  90 Batch  217/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  90 Batch  218/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  90 Batch  219/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.007
Epoch  90 Batch  220/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  90 Batch  221/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  90 Batch  223/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  90 Batch  224/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  90 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch  226/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch  227/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  90 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  90 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  230/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch  233/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  90 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.007
Epoch  90 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  90 Batch  236/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  90 Batch  237/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  90 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  90 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch  241/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.010
Epoch  90 Batch  242/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  90 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  90 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.007
Epoch  90 Batch  245/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch  246/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  90 Batch  247/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  90 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  90 Batch  249/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  90 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  90 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  90 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  90 Batch  253/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  90 Batch  254/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  90 Batch  255/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  256/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  257/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  90 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  90 Batch  259/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  90 Batch  260/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  90 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  90 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  90 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  90 Batch  267/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  91 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  91 Batch    1/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch    2/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  91 Batch    3/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.013
Epoch  91 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  91 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  91 Batch    7/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  91 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  91 Batch    9/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  91 Batch   11/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch   12/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  91 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  91 Batch   14/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  91 Batch   15/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.014
Epoch  91 Batch   17/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  91 Batch   18/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  91 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  91 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.007
Epoch  91 Batch   21/269 - Train Accuracy:  0.969, Validation Accuracy:  0.973, Loss:  0.010
Epoch  91 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.974, Loss:  0.010
Epoch  91 Batch   23/269 - Train Accuracy:  0.974, Validation Accuracy:  0.974, Loss:  0.012
Epoch  91 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.974, Loss:  0.009
Epoch  91 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.010
Epoch  91 Batch   26/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  91 Batch   27/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  91 Batch   28/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.010
Epoch  91 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.009
Epoch  91 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  91 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  91 Batch   34/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  91 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.013
Epoch  91 Batch   36/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch   37/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch   38/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  91 Batch   39/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  91 Batch   40/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  91 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch   43/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  91 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch   45/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  91 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  91 Batch   47/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  91 Batch   48/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  91 Batch   50/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  91 Batch   51/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  91 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  91 Batch   53/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  91 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch   55/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  91 Batch   56/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  91 Batch   57/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  91 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  91 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  91 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  91 Batch   61/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  91 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  91 Batch   63/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.012
Epoch  91 Batch   64/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  91 Batch   65/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch   66/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  91 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch   68/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.012
Epoch  91 Batch   69/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  91 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  91 Batch   71/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch   72/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  91 Batch   73/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  91 Batch   74/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  91 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch   76/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  91 Batch   77/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  91 Batch   79/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  91 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  91 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  91 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  91 Batch   83/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  91 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  91 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  91 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  91 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  91 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  91 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch   93/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.008
Epoch  91 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  91 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  91 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  91 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  91 Batch   98/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  91 Batch   99/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  91 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.011
Epoch  91 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  91 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  91 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  91 Batch  104/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  91 Batch  105/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  91 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.008
Epoch  91 Batch  107/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  91 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  91 Batch  109/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  91 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  91 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  91 Batch  112/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  91 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  91 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  91 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  91 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  91 Batch  117/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  91 Batch  118/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  91 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  91 Batch  120/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  91 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  122/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch  123/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  91 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  125/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  91 Batch  126/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  91 Batch  127/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  91 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  91 Batch  129/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  91 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  91 Batch  131/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  91 Batch  132/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  91 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  91 Batch  134/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.010
Epoch  91 Batch  137/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  138/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch  139/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.009
Epoch  91 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  91 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.012
Epoch  91 Batch  142/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  144/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  91 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  91 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  91 Batch  150/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  91 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  91 Batch  152/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  91 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch  156/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  91 Batch  157/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch  158/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  91 Batch  160/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  162/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  91 Batch  164/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  91 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  91 Batch  166/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  91 Batch  167/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  168/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  91 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  91 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  91 Batch  171/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  91 Batch  172/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.007
Epoch  91 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  174/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  91 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  91 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  91 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  91 Batch  180/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  91 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  91 Batch  182/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  91 Batch  183/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  184/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  91 Batch  185/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  186/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch  187/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch  188/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  91 Batch  189/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch  190/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch  191/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  91 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  91 Batch  193/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  91 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  91 Batch  195/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  91 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  91 Batch  199/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  91 Batch  200/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.006
Epoch  91 Batch  201/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  91 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  91 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  91 Batch  204/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch  206/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  91 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  91 Batch  209/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  91 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  91 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  91 Batch  213/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  214/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch  216/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch  217/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.010
Epoch  91 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.011
Epoch  91 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.009
Epoch  91 Batch  220/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  91 Batch  221/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  91 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  91 Batch  223/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  91 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  91 Batch  225/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  91 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  91 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch  231/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.012
Epoch  91 Batch  232/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.008
Epoch  91 Batch  233/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.008
Epoch  91 Batch  234/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.007
Epoch  91 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.005
Epoch  91 Batch  236/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.006
Epoch  91 Batch  237/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.010
Epoch  91 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  91 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.007
Epoch  91 Batch  240/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  91 Batch  241/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.011
Epoch  91 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.007
Epoch  91 Batch  243/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.007
Epoch  91 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.009
Epoch  91 Batch  246/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  247/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  91 Batch  249/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  91 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  91 Batch  251/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch  253/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  91 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  91 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  91 Batch  257/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  91 Batch  258/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  91 Batch  259/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  91 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  91 Batch  263/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  91 Batch  264/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.007
Epoch  91 Batch  265/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  91 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  92 Batch    2/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  92 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  92 Batch    6/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch    8/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  92 Batch    9/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  92 Batch   10/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch   11/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  92 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.012
Epoch  92 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.007
Epoch  92 Batch   14/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.007
Epoch  92 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  92 Batch   16/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.012
Epoch  92 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  92 Batch   18/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  92 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  92 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch   21/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch   23/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  92 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.009
Epoch  92 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  92 Batch   26/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch   27/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.009
Epoch  92 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.006
Epoch  92 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch   30/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.008
Epoch  92 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  92 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  92 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  92 Batch   34/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.013
Epoch  92 Batch   36/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  92 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch   40/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  92 Batch   42/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  92 Batch   43/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch   45/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch   46/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  92 Batch   47/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  92 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch   49/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  92 Batch   50/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.010
Epoch  92 Batch   51/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  92 Batch   53/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.006
Epoch  92 Batch   54/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  92 Batch   55/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  92 Batch   56/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch   57/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.012
Epoch  92 Batch   58/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  92 Batch   60/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  92 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  92 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  92 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch   64/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  92 Batch   65/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch   67/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  92 Batch   68/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  92 Batch   69/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  92 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  92 Batch   71/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.014
Epoch  92 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  92 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch   75/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  92 Batch   76/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  92 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  92 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  92 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  92 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  92 Batch   81/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  92 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  92 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  92 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  92 Batch   87/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  92 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  92 Batch   89/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  92 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  92 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  92 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  92 Batch   93/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.009
Epoch  92 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.013
Epoch  92 Batch   95/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  92 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  92 Batch   97/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch   98/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.009
Epoch  92 Batch   99/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  92 Batch  100/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  92 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  92 Batch  104/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  92 Batch  105/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  92 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  92 Batch  107/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch  108/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.007
Epoch  92 Batch  109/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  92 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  92 Batch  111/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  92 Batch  112/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  92 Batch  113/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch  114/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  92 Batch  115/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  92 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  92 Batch  117/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  92 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch  120/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  92 Batch  121/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  92 Batch  122/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  92 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch  124/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  92 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  92 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  92 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch  129/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.012
Epoch  92 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.011
Epoch  92 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.010
Epoch  92 Batch  132/269 - Train Accuracy:  0.966, Validation Accuracy:  0.972, Loss:  0.010
Epoch  92 Batch  133/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.009
Epoch  92 Batch  134/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.012
Epoch  92 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  92 Batch  136/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch  137/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch  138/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.973, Loss:  0.010
Epoch  92 Batch  141/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.009
Epoch  92 Batch  142/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  92 Batch  143/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.007
Epoch  92 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  92 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  92 Batch  146/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  92 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  92 Batch  151/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  92 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  92 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  92 Batch  154/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  92 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  92 Batch  156/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  92 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  159/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch  160/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  92 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  92 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  92 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  92 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  92 Batch  166/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  92 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.006
Epoch  92 Batch  170/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  92 Batch  171/269 - Train Accuracy:  0.970, Validation Accuracy:  0.973, Loss:  0.010
Epoch  92 Batch  172/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.008
Epoch  92 Batch  173/269 - Train Accuracy:  0.969, Validation Accuracy:  0.973, Loss:  0.007
Epoch  92 Batch  174/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.008
Epoch  92 Batch  175/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.009
Epoch  92 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  92 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch  179/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  92 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  92 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  92 Batch  182/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  92 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  92 Batch  185/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  92 Batch  186/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  92 Batch  187/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  188/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch  190/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  92 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  192/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch  193/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  92 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.010
Epoch  92 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  92 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  92 Batch  201/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch  202/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  92 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  92 Batch  204/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.009
Epoch  92 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  92 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  92 Batch  207/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.007
Epoch  92 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  92 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  92 Batch  210/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  92 Batch  211/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.016
Epoch  92 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  92 Batch  213/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  92 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  92 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  92 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  92 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.013
Epoch  92 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch  219/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  92 Batch  220/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  92 Batch  221/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  92 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  92 Batch  224/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.014
Epoch  92 Batch  225/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  92 Batch  226/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.011
Epoch  92 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.014
Epoch  92 Batch  228/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  92 Batch  231/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.011
Epoch  92 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch  234/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  92 Batch  236/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.008
Epoch  92 Batch  237/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  92 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.009
Epoch  92 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.011
Epoch  92 Batch  240/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch  241/269 - Train Accuracy:  0.961, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch  242/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  92 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.011
Epoch  92 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  92 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  92 Batch  246/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  92 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.013
Epoch  92 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  92 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  92 Batch  253/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  92 Batch  255/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  92 Batch  256/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch  257/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  92 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  92 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  92 Batch  260/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  92 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch  262/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  92 Batch  263/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  92 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.013
Epoch  92 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch  266/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  92 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.011
Epoch  93 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch    2/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  93 Batch    4/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  93 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  93 Batch    7/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  93 Batch    8/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  93 Batch    9/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  93 Batch   10/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch   11/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  93 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  93 Batch   13/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  93 Batch   14/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  93 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  93 Batch   16/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.012
Epoch  93 Batch   17/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch   18/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  93 Batch   21/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch   23/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  93 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  93 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  93 Batch   26/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.005
Epoch  93 Batch   27/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  93 Batch   28/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch   29/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  93 Batch   30/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch   32/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.005
Epoch  93 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  93 Batch   34/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.008
Epoch  93 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.973, Loss:  0.013
Epoch  93 Batch   36/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.007
Epoch  93 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.974, Loss:  0.008
Epoch  93 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.974, Loss:  0.005
Epoch  93 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.974, Loss:  0.009
Epoch  93 Batch   40/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.009
Epoch  93 Batch   41/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.008
Epoch  93 Batch   42/269 - Train Accuracy:  0.970, Validation Accuracy:  0.974, Loss:  0.008
Epoch  93 Batch   43/269 - Train Accuracy:  0.975, Validation Accuracy:  0.974, Loss:  0.009
Epoch  93 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.010
Epoch  93 Batch   45/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.009
Epoch  93 Batch   46/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch   48/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  93 Batch   50/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  93 Batch   51/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  93 Batch   52/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  93 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch   54/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.012
Epoch  93 Batch   56/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  93 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  93 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  93 Batch   59/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  93 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  93 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch   62/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch   63/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  93 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  93 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch   67/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  93 Batch   68/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  93 Batch   69/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  93 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  93 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.013
Epoch  93 Batch   72/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  93 Batch   73/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  93 Batch   74/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  93 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  93 Batch   76/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  93 Batch   77/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch   79/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  93 Batch   81/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch   82/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.006
Epoch  93 Batch   83/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  93 Batch   85/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.007
Epoch  93 Batch   86/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  93 Batch   87/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  93 Batch   88/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.011
Epoch  93 Batch   89/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch   90/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  93 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  93 Batch   95/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  93 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.011
Epoch  93 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  93 Batch   99/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  93 Batch  100/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.009
Epoch  93 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.012
Epoch  93 Batch  102/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  93 Batch  103/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch  104/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  93 Batch  105/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  107/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  108/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  93 Batch  109/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  93 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  93 Batch  113/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  93 Batch  114/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  93 Batch  115/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  117/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.010
Epoch  93 Batch  118/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  119/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  93 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  93 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  93 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  123/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  93 Batch  124/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  93 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch  126/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  93 Batch  129/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.012
Epoch  93 Batch  130/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.013
Epoch  93 Batch  131/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.012
Epoch  93 Batch  132/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.013
Epoch  93 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.008
Epoch  93 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.007
Epoch  93 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.009
Epoch  93 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.974, Loss:  0.009
Epoch  93 Batch  137/269 - Train Accuracy:  0.966, Validation Accuracy:  0.972, Loss:  0.008
Epoch  93 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.006
Epoch  93 Batch  139/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.009
Epoch  93 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  93 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  93 Batch  142/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  93 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  93 Batch  147/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  93 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  93 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  154/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  93 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch  156/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch  157/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch  158/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  93 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  93 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  93 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  93 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  164/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  166/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch  168/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.014
Epoch  93 Batch  169/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch  170/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  93 Batch  171/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  93 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  93 Batch  173/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch  174/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  93 Batch  175/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.013
Epoch  93 Batch  176/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.007
Epoch  93 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  93 Batch  179/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch  180/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  93 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.011
Epoch  93 Batch  182/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.008
Epoch  93 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.006
Epoch  93 Batch  184/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  185/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch  187/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch  188/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  93 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  93 Batch  190/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch  193/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.012
Epoch  93 Batch  195/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.008
Epoch  93 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  93 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  93 Batch  198/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  93 Batch  199/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch  200/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  93 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch  203/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.012
Epoch  93 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch  205/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  93 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  93 Batch  207/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  208/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  93 Batch  209/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  93 Batch  210/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  93 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  93 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  93 Batch  213/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  93 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  93 Batch  215/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  93 Batch  216/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  93 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.013
Epoch  93 Batch  218/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.007
Epoch  93 Batch  219/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.009
Epoch  93 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  93 Batch  221/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  93 Batch  223/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  93 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  93 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  93 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.005
Epoch  93 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch  231/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.010
Epoch  93 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  93 Batch  233/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch  234/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  93 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.006
Epoch  93 Batch  236/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  93 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch  238/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch  239/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  93 Batch  241/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  93 Batch  242/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  93 Batch  243/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  93 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch  246/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  93 Batch  247/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  248/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  93 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.005
Epoch  93 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  254/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch  256/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch  257/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.013
Epoch  93 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch  260/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  93 Batch  262/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  93 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  93 Batch  264/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  265/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.006
Epoch  93 Batch  266/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.005
Epoch  93 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch    1/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  94 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  94 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  94 Batch    4/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  94 Batch    5/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  94 Batch    6/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  94 Batch    7/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  94 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch   12/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  94 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  94 Batch   14/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  94 Batch   15/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.006
Epoch  94 Batch   16/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.011
Epoch  94 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  94 Batch   18/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  94 Batch   19/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.006
Epoch  94 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch   21/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  94 Batch   22/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  94 Batch   23/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  94 Batch   24/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch   25/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch   26/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch   27/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  94 Batch   28/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.008
Epoch  94 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.010
Epoch  94 Batch   30/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  94 Batch   32/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.005
Epoch  94 Batch   33/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  94 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.008
Epoch  94 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.974, Loss:  0.011
Epoch  94 Batch   36/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.008
Epoch  94 Batch   37/269 - Train Accuracy:  0.979, Validation Accuracy:  0.974, Loss:  0.007
Epoch  94 Batch   38/269 - Train Accuracy:  0.969, Validation Accuracy:  0.974, Loss:  0.007
Epoch  94 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.006
Epoch  94 Batch   40/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.009
Epoch  94 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.006
Epoch  94 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.007
Epoch  94 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  94 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  94 Batch   45/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  94 Batch   47/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  94 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  94 Batch   49/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  94 Batch   50/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  94 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  94 Batch   52/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  94 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.008
Epoch  94 Batch   55/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.008
Epoch  94 Batch   56/269 - Train Accuracy:  0.963, Validation Accuracy:  0.974, Loss:  0.010
Epoch  94 Batch   57/269 - Train Accuracy:  0.975, Validation Accuracy:  0.975, Loss:  0.011
Epoch  94 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.009
Epoch  94 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.008
Epoch  94 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch   61/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.008
Epoch  94 Batch   62/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.007
Epoch  94 Batch   63/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.008
Epoch  94 Batch   64/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.005
Epoch  94 Batch   65/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.010
Epoch  94 Batch   67/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.007
Epoch  94 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  94 Batch   69/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  94 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  94 Batch   71/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  94 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.008
Epoch  94 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  94 Batch   75/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  94 Batch   76/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch   77/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch   78/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch   79/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch   80/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  94 Batch   82/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.007
Epoch  94 Batch   83/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.013
Epoch  94 Batch   84/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  94 Batch   85/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  94 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.006
Epoch  94 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch   89/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch   93/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  94 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.015
Epoch  94 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  94 Batch   96/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch   97/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch   98/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch   99/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  94 Batch  100/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch  101/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  94 Batch  102/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  94 Batch  103/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  104/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  94 Batch  105/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  94 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  94 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  94 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch  110/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  94 Batch  111/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  94 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch  113/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch  115/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  94 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch  119/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.011
Epoch  94 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  94 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch  122/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch  123/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch  125/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  94 Batch  126/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  94 Batch  128/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  94 Batch  129/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.010
Epoch  94 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  94 Batch  131/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.007
Epoch  94 Batch  132/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  94 Batch  133/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  94 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  94 Batch  135/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  94 Batch  136/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  94 Batch  137/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  94 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  94 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  94 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  94 Batch  141/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  94 Batch  142/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.009
Epoch  94 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  94 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  94 Batch  146/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  94 Batch  147/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  94 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  94 Batch  149/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch  150/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  94 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  94 Batch  152/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  94 Batch  153/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.008
Epoch  94 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  156/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  94 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  94 Batch  158/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch  159/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch  160/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  94 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch  164/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  94 Batch  165/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch  167/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch  168/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch  169/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.007
Epoch  94 Batch  170/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  94 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  94 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  94 Batch  173/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  94 Batch  175/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  94 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  94 Batch  177/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  94 Batch  178/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  94 Batch  179/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  94 Batch  180/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  94 Batch  181/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.010
Epoch  94 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.009
Epoch  94 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.005
Epoch  94 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.011
Epoch  94 Batch  185/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.009
Epoch  94 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  94 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch  188/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.006
Epoch  94 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.006
Epoch  94 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.010
Epoch  94 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.007
Epoch  94 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch  193/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.008
Epoch  94 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  94 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  94 Batch  196/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  94 Batch  197/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  94 Batch  198/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  94 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  94 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.007
Epoch  94 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  94 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  94 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  94 Batch  206/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  94 Batch  207/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch  208/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  94 Batch  209/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  94 Batch  210/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  94 Batch  211/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  94 Batch  212/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  94 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  94 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  94 Batch  215/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch  217/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  94 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  94 Batch  219/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.007
Epoch  94 Batch  220/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch  221/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  94 Batch  222/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  94 Batch  223/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  94 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  94 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  94 Batch  228/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  94 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  94 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch  231/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  94 Batch  232/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  94 Batch  233/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  94 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  94 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  94 Batch  236/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch  237/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  94 Batch  240/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  94 Batch  241/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  94 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.006
Epoch  94 Batch  244/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  94 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.011
Epoch  94 Batch  246/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch  247/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  94 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  94 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  94 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.007
Epoch  94 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  94 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  94 Batch  253/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.006
Epoch  94 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  94 Batch  255/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch  256/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch  257/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  258/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch  259/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  94 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  94 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  94 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  94 Batch  263/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  94 Batch  264/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch  265/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch  266/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  94 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch    0/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch    1/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch    2/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch    4/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.011
Epoch  95 Batch    5/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch    8/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  95 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  95 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.007
Epoch  95 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.011
Epoch  95 Batch   12/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  95 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.958, Loss:  0.009
Epoch  95 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  95 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.005
Epoch  95 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  95 Batch   17/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.006
Epoch  95 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch   19/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  95 Batch   21/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch   22/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  95 Batch   23/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch   24/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  95 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch   27/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch   28/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch   29/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  95 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  95 Batch   33/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  95 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  95 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  95 Batch   36/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  95 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  95 Batch   38/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  95 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  95 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.013
Epoch  95 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch   42/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  95 Batch   43/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  95 Batch   44/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  95 Batch   45/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  95 Batch   46/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  95 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch   49/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch   50/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  95 Batch   51/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  95 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  95 Batch   54/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch   55/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  95 Batch   56/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch   57/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  95 Batch   58/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  95 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  95 Batch   60/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  95 Batch   61/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  95 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch   63/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.012
Epoch  95 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.010
Epoch  95 Batch   65/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  95 Batch   66/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.012
Epoch  95 Batch   67/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  95 Batch   68/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  95 Batch   69/269 - Train Accuracy:  0.958, Validation Accuracy:  0.968, Loss:  0.011
Epoch  95 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  95 Batch   71/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  95 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.014
Epoch  95 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  95 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  95 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch   76/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  95 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  95 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  95 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  95 Batch   83/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.012
Epoch  95 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.008
Epoch  95 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.010
Epoch  95 Batch   86/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  95 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  95 Batch   91/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  95 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch   93/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch   94/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.015
Epoch  95 Batch   95/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch   96/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.014
Epoch  95 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch   98/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  95 Batch   99/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  95 Batch  100/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  95 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.014
Epoch  95 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch  105/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch  106/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  95 Batch  107/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch  108/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch  109/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch  110/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  95 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch  115/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  95 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  95 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  95 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  95 Batch  119/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.010
Epoch  95 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  95 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  95 Batch  122/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  95 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  95 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  95 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  95 Batch  126/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  95 Batch  128/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  95 Batch  129/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  95 Batch  131/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.011
Epoch  95 Batch  132/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.014
Epoch  95 Batch  133/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  95 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  95 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  95 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch  140/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch  142/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  95 Batch  143/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch  144/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  95 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  95 Batch  147/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  95 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  95 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  95 Batch  152/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  95 Batch  154/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  155/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  95 Batch  156/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  95 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  95 Batch  158/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  95 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  95 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.007
Epoch  95 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  165/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  95 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  95 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  95 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  95 Batch  170/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  95 Batch  171/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  95 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  174/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  95 Batch  175/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  95 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.006
Epoch  95 Batch  177/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  95 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.012
Epoch  95 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  95 Batch  180/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  95 Batch  181/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.011
Epoch  95 Batch  182/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  95 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  95 Batch  184/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  95 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.013
Epoch  95 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  95 Batch  187/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  188/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  95 Batch  189/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  95 Batch  191/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  95 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  95 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  95 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  95 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  95 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.007
Epoch  95 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  95 Batch  200/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.007
Epoch  95 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  95 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  95 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch  204/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.006
Epoch  95 Batch  205/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.007
Epoch  95 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  95 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  95 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  95 Batch  209/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  95 Batch  210/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  95 Batch  211/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch  212/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  95 Batch  213/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  215/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  95 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  95 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.013
Epoch  95 Batch  218/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  219/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  95 Batch  220/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  95 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  95 Batch  223/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.004
Epoch  95 Batch  224/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.015
Epoch  95 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  95 Batch  226/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch  227/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  95 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  95 Batch  230/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  95 Batch  231/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  95 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.007
Epoch  95 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.012
Epoch  95 Batch  234/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  95 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  95 Batch  236/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  95 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  95 Batch  238/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.009
Epoch  95 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.008
Epoch  95 Batch  240/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.008
Epoch  95 Batch  241/269 - Train Accuracy:  0.959, Validation Accuracy:  0.969, Loss:  0.011
Epoch  95 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  95 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  95 Batch  244/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch  245/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  95 Batch  246/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  95 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  95 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  95 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.005
Epoch  95 Batch  253/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch  254/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch  256/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.007
Epoch  95 Batch  257/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  95 Batch  258/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  95 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  95 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  95 Batch  262/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch  263/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.012
Epoch  95 Batch  264/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  95 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  95 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch  267/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  96 Batch    0/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.013
Epoch  96 Batch    1/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  96 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  96 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch    4/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  96 Batch    5/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  96 Batch    6/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch    7/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  96 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch    9/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.007
Epoch  96 Batch   10/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch   11/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch   12/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.012
Epoch  96 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  96 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   16/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.013
Epoch  96 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   18/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   20/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch   21/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  96 Batch   23/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  96 Batch   24/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  96 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  96 Batch   26/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  96 Batch   27/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  96 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.010
Epoch  96 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.010
Epoch  96 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.970, Loss:  0.009
Epoch  96 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  96 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch   33/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  96 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  96 Batch   35/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.011
Epoch  96 Batch   36/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  96 Batch   37/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  96 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  96 Batch   40/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  96 Batch   41/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch   42/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch   43/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch   44/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  96 Batch   45/269 - Train Accuracy:  0.961, Validation Accuracy:  0.969, Loss:  0.010
Epoch  96 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch   47/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.005
Epoch  96 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  96 Batch   49/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch   50/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  96 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  96 Batch   52/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  96 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  96 Batch   54/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.009
Epoch  96 Batch   55/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch   56/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.012
Epoch  96 Batch   57/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.011
Epoch  96 Batch   58/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch   59/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  96 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  96 Batch   61/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  96 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  96 Batch   63/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  96 Batch   64/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch   66/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   67/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch   68/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  96 Batch   69/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  96 Batch   70/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  96 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  96 Batch   72/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  96 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.009
Epoch  96 Batch   74/269 - Train Accuracy:  0.978, Validation Accuracy:  0.956, Loss:  0.006
Epoch  96 Batch   75/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.008
Epoch  96 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.007
Epoch  96 Batch   77/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  96 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  96 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  96 Batch   80/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.006
Epoch  96 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  96 Batch   82/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.008
Epoch  96 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  96 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch   85/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  96 Batch   86/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   87/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   88/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   89/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  96 Batch   90/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch   93/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  96 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  96 Batch   95/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  96 Batch   98/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  96 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  96 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  96 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  96 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  96 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  96 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  96 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  96 Batch  107/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  96 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  96 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch  112/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  96 Batch  115/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  116/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.007
Epoch  96 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  96 Batch  118/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.005
Epoch  96 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  96 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  96 Batch  121/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  96 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.006
Epoch  96 Batch  123/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  96 Batch  124/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  96 Batch  126/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  127/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  96 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  96 Batch  129/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  96 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  96 Batch  132/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  96 Batch  133/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.011
Epoch  96 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch  136/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch  137/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch  138/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  96 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  96 Batch  141/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch  142/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  96 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  96 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  96 Batch  145/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  96 Batch  146/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  96 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  149/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  96 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch  151/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  96 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  154/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  156/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  158/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.013
Epoch  96 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  96 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.006
Epoch  96 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  96 Batch  163/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.007
Epoch  96 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  96 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.011
Epoch  96 Batch  166/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  96 Batch  167/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.009
Epoch  96 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  96 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  96 Batch  170/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  96 Batch  171/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  172/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  173/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  96 Batch  175/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch  178/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  179/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  96 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  181/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  96 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  96 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  96 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  96 Batch  186/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  96 Batch  187/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  96 Batch  188/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  96 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  96 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch  193/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  194/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  197/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  198/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  199/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  96 Batch  200/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  202/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  203/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch  204/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  96 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  96 Batch  207/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  208/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  96 Batch  209/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  210/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  96 Batch  211/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch  212/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  214/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch  215/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  96 Batch  217/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.011
Epoch  96 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  220/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  96 Batch  221/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  96 Batch  222/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  223/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  224/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.011
Epoch  96 Batch  225/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  226/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  96 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  229/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  96 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.010
Epoch  96 Batch  234/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch  236/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch  237/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.011
Epoch  96 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  96 Batch  239/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  96 Batch  241/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.011
Epoch  96 Batch  242/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.006
Epoch  96 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  96 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  96 Batch  245/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  96 Batch  246/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  96 Batch  247/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  248/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  249/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.010
Epoch  96 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  96 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  96 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  96 Batch  253/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch  254/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  255/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  256/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  96 Batch  257/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  96 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  96 Batch  259/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.006
Epoch  96 Batch  260/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  96 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  96 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  96 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  96 Batch  264/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  96 Batch  265/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.011
Epoch  96 Batch  266/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  96 Batch  267/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  97 Batch    0/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.005
Epoch  97 Batch    1/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.010
Epoch  97 Batch    2/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  97 Batch    3/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.010
Epoch  97 Batch    4/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  97 Batch    5/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch    6/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  97 Batch    7/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  97 Batch    8/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch    9/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  97 Batch   11/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.009
Epoch  97 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.973, Loss:  0.008
Epoch  97 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.006
Epoch  97 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.008
Epoch  97 Batch   15/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.004
Epoch  97 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.013
Epoch  97 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.009
Epoch  97 Batch   18/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  97 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.009
Epoch  97 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  97 Batch   21/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.011
Epoch  97 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  97 Batch   23/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch   24/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.013
Epoch  97 Batch   26/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  97 Batch   27/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  97 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  97 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.011
Epoch  97 Batch   30/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  97 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch   34/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  97 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   36/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  97 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  97 Batch   38/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.005
Epoch  97 Batch   39/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.008
Epoch  97 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.008
Epoch  97 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   43/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  97 Batch   44/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  97 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  97 Batch   46/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  97 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  97 Batch   48/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  97 Batch   49/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch   50/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  97 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  97 Batch   54/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   55/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  97 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   57/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  97 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  97 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  97 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  97 Batch   61/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  97 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  97 Batch   65/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  97 Batch   67/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  97 Batch   68/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  97 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.013
Epoch  97 Batch   70/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  97 Batch   71/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  97 Batch   72/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  97 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  97 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  97 Batch   75/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  97 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.007
Epoch  97 Batch   77/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.006
Epoch  97 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.007
Epoch  97 Batch   79/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  97 Batch   80/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  97 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  97 Batch   82/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch   83/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch   84/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  97 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  97 Batch   86/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  97 Batch   88/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.008
Epoch  97 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.011
Epoch  97 Batch   90/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.007
Epoch  97 Batch   91/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  97 Batch   92/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  97 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.006
Epoch  97 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  97 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  97 Batch   96/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  97 Batch   98/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  97 Batch   99/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  97 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  97 Batch  102/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  103/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  104/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  97 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  107/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  109/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  110/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  97 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  112/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch  113/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  97 Batch  114/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  97 Batch  116/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  97 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch  119/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  97 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  121/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  123/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.007
Epoch  97 Batch  124/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  97 Batch  125/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  97 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch  127/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.010
Epoch  97 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  97 Batch  129/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  97 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.007
Epoch  97 Batch  132/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.011
Epoch  97 Batch  133/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  97 Batch  134/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  97 Batch  135/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  97 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  97 Batch  137/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.009
Epoch  97 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.009
Epoch  97 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  97 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  97 Batch  142/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  97 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  97 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  97 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  97 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch  148/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  97 Batch  149/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.008
Epoch  97 Batch  150/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.010
Epoch  97 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  97 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  97 Batch  153/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.010
Epoch  97 Batch  154/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  97 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  97 Batch  156/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  97 Batch  157/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  97 Batch  158/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  97 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  97 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch  161/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  97 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  97 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.006
Epoch  97 Batch  164/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  97 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.009
Epoch  97 Batch  167/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  97 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch  170/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  97 Batch  171/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  97 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch  174/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch  175/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  97 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  97 Batch  177/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  97 Batch  178/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  97 Batch  179/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  97 Batch  180/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  97 Batch  181/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.010
Epoch  97 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.008
Epoch  97 Batch  187/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.010
Epoch  97 Batch  188/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  97 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.007
Epoch  97 Batch  190/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  191/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  192/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  193/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  97 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  97 Batch  197/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  97 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch  200/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch  201/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch  202/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  97 Batch  203/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  97 Batch  204/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.008
Epoch  97 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  97 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  97 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  208/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  97 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  210/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.008
Epoch  97 Batch  211/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  97 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  97 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  97 Batch  214/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  215/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  97 Batch  217/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  97 Batch  219/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.009
Epoch  97 Batch  220/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  221/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.005
Epoch  97 Batch  223/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch  224/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  97 Batch  225/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  97 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  97 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  97 Batch  228/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  97 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  97 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  97 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  97 Batch  232/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  97 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  97 Batch  234/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.008
Epoch  97 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  97 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  97 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  97 Batch  239/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  97 Batch  241/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  97 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  97 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  97 Batch  244/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  97 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  97 Batch  246/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  97 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  97 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  97 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  97 Batch  252/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch  253/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  97 Batch  254/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  97 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  97 Batch  256/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  97 Batch  257/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  97 Batch  258/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.006
Epoch  97 Batch  259/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  97 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  261/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  97 Batch  263/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  97 Batch  264/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  97 Batch  265/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.007
Epoch  97 Batch  266/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.007
Epoch  97 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  98 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  98 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  98 Batch    2/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  98 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  98 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.007
Epoch  98 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.007
Epoch  98 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  98 Batch    7/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  98 Batch    8/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.011
Epoch  98 Batch    9/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch   10/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  98 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch   14/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  98 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  98 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  98 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch   18/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.010
Epoch  98 Batch   21/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  98 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  98 Batch   23/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.013
Epoch  98 Batch   24/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch   26/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.012
Epoch  98 Batch   27/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.006
Epoch  98 Batch   29/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  98 Batch   30/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  98 Batch   31/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch   32/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  98 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  98 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  98 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  98 Batch   36/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  98 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.010
Epoch  98 Batch   38/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  98 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch   40/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch   41/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch   43/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  98 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  98 Batch   45/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  98 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  98 Batch   48/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  98 Batch   49/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch   50/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  98 Batch   51/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch   52/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  98 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  98 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  98 Batch   56/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  98 Batch   57/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  98 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.008
Epoch  98 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  98 Batch   63/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  98 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  98 Batch   65/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.006
Epoch  98 Batch   66/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  98 Batch   67/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  98 Batch   68/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch   69/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.013
Epoch  98 Batch   70/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  98 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  98 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  98 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  98 Batch   74/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch   75/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.014
Epoch  98 Batch   76/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch   77/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  98 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  98 Batch   80/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  98 Batch   81/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  98 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  98 Batch   83/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.012
Epoch  98 Batch   84/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.006
Epoch  98 Batch   85/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  98 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch   88/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.010
Epoch  98 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch   90/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  98 Batch   92/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.007
Epoch  98 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  98 Batch   94/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.014
Epoch  98 Batch   95/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  98 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  98 Batch   97/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  98 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  98 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.014
Epoch  98 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  98 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  98 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  98 Batch  103/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  98 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  98 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  98 Batch  106/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch  107/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.007
Epoch  98 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.012
Epoch  98 Batch  109/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  98 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  98 Batch  111/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  98 Batch  112/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  98 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  98 Batch  115/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  98 Batch  118/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  98 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  98 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  98 Batch  121/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  98 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.011
Epoch  98 Batch  123/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  98 Batch  124/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  98 Batch  125/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  98 Batch  126/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  98 Batch  127/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  98 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.010
Epoch  98 Batch  129/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  98 Batch  130/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  98 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  98 Batch  132/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.011
Epoch  98 Batch  133/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  98 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.007
Epoch  98 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.007
Epoch  98 Batch  136/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.010
Epoch  98 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.010
Epoch  98 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.008
Epoch  98 Batch  139/269 - Train Accuracy:  0.969, Validation Accuracy:  0.973, Loss:  0.008
Epoch  98 Batch  140/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.010
Epoch  98 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.010
Epoch  98 Batch  143/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  98 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  98 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  98 Batch  146/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  98 Batch  147/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  98 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  98 Batch  149/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.008
Epoch  98 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  98 Batch  151/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  98 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  98 Batch  153/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch  154/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.007
Epoch  98 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.006
Epoch  98 Batch  156/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  98 Batch  157/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch  158/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  98 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  161/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.012
Epoch  98 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.009
Epoch  98 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.013
Epoch  98 Batch  164/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  98 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  167/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch  168/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  98 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  98 Batch  170/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.013
Epoch  98 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  98 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  98 Batch  173/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  98 Batch  174/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch  175/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.013
Epoch  98 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.008
Epoch  98 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.009
Epoch  98 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.008
Epoch  98 Batch  179/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.006
Epoch  98 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  98 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  98 Batch  182/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch  183/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.006
Epoch  98 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.008
Epoch  98 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.009
Epoch  98 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.008
Epoch  98 Batch  187/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.008
Epoch  98 Batch  188/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.010
Epoch  98 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.007
Epoch  98 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  98 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  98 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.006
Epoch  98 Batch  193/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  98 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.010
Epoch  98 Batch  195/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  98 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch  197/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch  198/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  98 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.015
Epoch  98 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  98 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch  204/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch  206/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  98 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  98 Batch  208/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  98 Batch  209/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  98 Batch  210/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.009
Epoch  98 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  98 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  98 Batch  213/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  98 Batch  216/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  98 Batch  217/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.012
Epoch  98 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  98 Batch  219/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  98 Batch  220/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  98 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  98 Batch  222/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  98 Batch  223/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  98 Batch  224/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  98 Batch  225/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  226/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  98 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.013
Epoch  98 Batch  228/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  98 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  98 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  98 Batch  232/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  98 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  234/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  98 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  98 Batch  236/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  98 Batch  237/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  98 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  98 Batch  239/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.009
Epoch  98 Batch  240/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  98 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.971, Loss:  0.010
Epoch  98 Batch  242/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  98 Batch  244/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  98 Batch  245/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  246/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  98 Batch  247/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  98 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  98 Batch  249/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  98 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  98 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  98 Batch  253/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  98 Batch  254/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.010
Epoch  98 Batch  255/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.008
Epoch  98 Batch  256/269 - Train Accuracy:  0.972, Validation Accuracy:  0.973, Loss:  0.010
Epoch  98 Batch  257/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  98 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  98 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  98 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  98 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  98 Batch  264/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  98 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  99 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  99 Batch    1/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  99 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  99 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  99 Batch    4/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  99 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  99 Batch    7/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  99 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.012
Epoch  99 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  99 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  99 Batch   11/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  99 Batch   12/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  99 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  99 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  99 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  99 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  99 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  99 Batch   18/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  99 Batch   19/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.006
Epoch  99 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch   21/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  99 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  99 Batch   23/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  99 Batch   26/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  99 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  99 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  99 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  99 Batch   30/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.009
Epoch  99 Batch   31/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch   33/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  99 Batch   34/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  99 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.011
Epoch  99 Batch   36/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  99 Batch   37/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.008
Epoch  99 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.007
Epoch  99 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  99 Batch   40/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  99 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  99 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  99 Batch   43/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  99 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch   46/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch   47/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  99 Batch   49/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  99 Batch   50/269 - Train Accuracy:  0.965, Validation Accuracy:  0.971, Loss:  0.010
Epoch  99 Batch   51/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  99 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  99 Batch   54/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  99 Batch   57/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  99 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  99 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  99 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  99 Batch   61/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  99 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  99 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.008
Epoch  99 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  99 Batch   65/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch   67/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  99 Batch   68/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  99 Batch   69/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.011
Epoch  99 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  99 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  99 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  99 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  99 Batch   74/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  99 Batch   75/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  99 Batch   76/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  99 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  99 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  99 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  99 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  99 Batch   81/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  99 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  99 Batch   83/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  99 Batch   84/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  99 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  99 Batch   87/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  99 Batch   88/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  99 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  99 Batch   90/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  99 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  99 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  99 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.005
Epoch  99 Batch   94/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  99 Batch   95/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  99 Batch   96/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  99 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  99 Batch   98/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.009
Epoch  99 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  99 Batch  100/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  99 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  99 Batch  102/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  99 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  99 Batch  104/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  99 Batch  105/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.008
Epoch  99 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  99 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.009
Epoch  99 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  99 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.012
Epoch  99 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  99 Batch  112/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  99 Batch  113/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  99 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  99 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  99 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  99 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.006
Epoch  99 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  99 Batch  119/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.013
Epoch  99 Batch  120/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  99 Batch  121/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  99 Batch  122/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  99 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  99 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  99 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  99 Batch  126/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  99 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  99 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.010
Epoch  99 Batch  129/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  99 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  99 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  99 Batch  132/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  99 Batch  133/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  99 Batch  134/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  99 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.006
Epoch  99 Batch  136/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.008
Epoch  99 Batch  137/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.007
Epoch  99 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.006
Epoch  99 Batch  139/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  99 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.009
Epoch  99 Batch  141/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.009
Epoch  99 Batch  142/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.010
Epoch  99 Batch  143/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch  144/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  99 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.008
Epoch  99 Batch  146/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch  147/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch  148/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  99 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.010
Epoch  99 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  99 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  99 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  99 Batch  154/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  99 Batch  155/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  99 Batch  156/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  99 Batch  157/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch  158/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  99 Batch  160/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch  162/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.007
Epoch  99 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  99 Batch  164/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  99 Batch  165/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.011
Epoch  99 Batch  166/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  99 Batch  167/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  99 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  99 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  99 Batch  170/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  99 Batch  171/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch  173/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  99 Batch  174/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.009
Epoch  99 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.008
Epoch  99 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.007
Epoch  99 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  99 Batch  179/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.008
Epoch  99 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  99 Batch  181/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.011
Epoch  99 Batch  182/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  99 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  99 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch  185/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  99 Batch  186/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.006
Epoch  99 Batch  187/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  99 Batch  188/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  99 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.007
Epoch  99 Batch  190/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.007
Epoch  99 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  99 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  99 Batch  193/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  99 Batch  194/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  99 Batch  195/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  99 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  99 Batch  197/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  99 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  99 Batch  199/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  99 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  99 Batch  202/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.008
Epoch  99 Batch  203/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  99 Batch  204/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch  205/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  99 Batch  206/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  99 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  99 Batch  208/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  99 Batch  209/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch  210/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  99 Batch  211/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  99 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch  214/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch  215/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  99 Batch  216/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  99 Batch  217/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  99 Batch  219/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.008
Epoch  99 Batch  220/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  99 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch  223/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  99 Batch  224/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch  225/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  99 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  99 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  99 Batch  228/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.006
Epoch  99 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  99 Batch  230/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.009
Epoch  99 Batch  231/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  99 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch  234/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  99 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.004
Epoch  99 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  99 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  99 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  99 Batch  239/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.007
Epoch  99 Batch  240/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  99 Batch  241/269 - Train Accuracy:  0.960, Validation Accuracy:  0.966, Loss:  0.011
Epoch  99 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.005
Epoch  99 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  99 Batch  244/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  99 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.007
Epoch  99 Batch  246/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  99 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  99 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  99 Batch  250/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.008
Epoch  99 Batch  251/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.011
Epoch  99 Batch  252/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.006
Epoch  99 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  99 Batch  254/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  99 Batch  255/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  99 Batch  256/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  99 Batch  257/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  99 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  99 Batch  259/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  99 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  99 Batch  261/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.007
Epoch  99 Batch  262/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  99 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  99 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  99 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  99 Batch  266/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  99 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
<<<<<<< HEAD
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Epoch   0 Batch    0/269 - Train Accuracy:  0.271, Validation Accuracy:  0.336, Loss:  5.846
Epoch   0 Batch    1/269 - Train Accuracy:  0.265, Validation Accuracy:  0.340, Loss:  5.704
Epoch   0 Batch    2/269 - Train Accuracy:  0.297, Validation Accuracy:  0.340, Loss:  5.511
Epoch   0 Batch    3/269 - Train Accuracy:  0.276, Validation Accuracy:  0.340, Loss:  5.349
Epoch   0 Batch    4/269 - Train Accuracy:  0.266, Validation Accuracy:  0.340, Loss:  5.171
Epoch   0 Batch    5/269 - Train Accuracy:  0.266, Validation Accuracy:  0.340, Loss:  4.983
Epoch   0 Batch    6/269 - Train Accuracy:  0.310, Validation Accuracy:  0.340, Loss:  4.662
Epoch   0 Batch    7/269 - Train Accuracy:  0.309, Validation Accuracy:  0.341, Loss:  4.493
Epoch   0 Batch    8/269 - Train Accuracy:  0.276, Validation Accuracy:  0.341, Loss:  4.468
Epoch   0 Batch    9/269 - Train Accuracy:  0.301, Validation Accuracy:  0.342, Loss:  4.228
Epoch   0 Batch   10/269 - Train Accuracy:  0.269, Validation Accuracy:  0.342, Loss:  4.235
Epoch   0 Batch   11/269 - Train Accuracy:  0.308, Validation Accuracy:  0.343, Loss:  3.980
Epoch   0 Batch   12/269 - Train Accuracy:  0.281, Validation Accuracy:  0.343, Loss:  4.011
Epoch   0 Batch   13/269 - Train Accuracy:  0.344, Validation Accuracy:  0.343, Loss:  3.616
Epoch   0 Batch   14/269 - Train Accuracy:  0.305, Validation Accuracy:  0.343, Loss:  3.717
Epoch   0 Batch   15/269 - Train Accuracy:  0.296, Validation Accuracy:  0.343, Loss:  3.675
Epoch   0 Batch   16/269 - Train Accuracy:  0.310, Validation Accuracy:  0.342, Loss:  3.554
Epoch   0 Batch   17/269 - Train Accuracy:  0.301, Validation Accuracy:  0.342, Loss:  3.522
Epoch   0 Batch   18/269 - Train Accuracy:  0.270, Validation Accuracy:  0.342, Loss:  3.620
Epoch   0 Batch   19/269 - Train Accuracy:  0.340, Validation Accuracy:  0.342, Loss:  3.265
Epoch   0 Batch   20/269 - Train Accuracy:  0.275, Validation Accuracy:  0.343, Loss:  3.495
Epoch   0 Batch   21/269 - Train Accuracy:  0.277, Validation Accuracy:  0.343, Loss:  3.470
Epoch   0 Batch   22/269 - Train Accuracy:  0.315, Validation Accuracy:  0.343, Loss:  3.266
Epoch   0 Batch   23/269 - Train Accuracy:  0.326, Validation Accuracy:  0.343, Loss:  3.225
Epoch   0 Batch   24/269 - Train Accuracy:  0.272, Validation Accuracy:  0.343, Loss:  3.366
Epoch   0 Batch   25/269 - Train Accuracy:  0.278, Validation Accuracy:  0.343, Loss:  3.339
Epoch   0 Batch   26/269 - Train Accuracy:  0.354, Validation Accuracy:  0.352, Loss:  3.018
Epoch   0 Batch   27/269 - Train Accuracy:  0.332, Validation Accuracy:  0.366, Loss:  3.142
Epoch   0 Batch   28/269 - Train Accuracy:  0.296, Validation Accuracy:  0.373, Loss:  3.300
Epoch   0 Batch   29/269 - Train Accuracy:  0.307, Validation Accuracy:  0.374, Loss:  3.231
Epoch   0 Batch   30/269 - Train Accuracy:  0.335, Validation Accuracy:  0.374, Loss:  3.081
Epoch   0 Batch   31/269 - Train Accuracy:  0.346, Validation Accuracy:  0.375, Loss:  3.047
Epoch   0 Batch   32/269 - Train Accuracy:  0.333, Validation Accuracy:  0.371, Loss:  3.060
Epoch   0 Batch   33/269 - Train Accuracy:  0.344, Validation Accuracy:  0.373, Loss:  2.963
Epoch   0 Batch   34/269 - Train Accuracy:  0.348, Validation Accuracy:  0.380, Loss:  2.973
Epoch   0 Batch   35/269 - Train Accuracy:  0.351, Validation Accuracy:  0.380, Loss:  2.944
Epoch   0 Batch   36/269 - Train Accuracy:  0.350, Validation Accuracy:  0.381, Loss:  2.936
Epoch   0 Batch   37/269 - Train Accuracy:  0.353, Validation Accuracy:  0.382, Loss:  2.929
Epoch   0 Batch   38/269 - Train Accuracy:  0.354, Validation Accuracy:  0.386, Loss:  2.923
Epoch   0 Batch   39/269 - Train Accuracy:  0.355, Validation Accuracy:  0.389, Loss:  2.890
Epoch   0 Batch   40/269 - Train Accuracy:  0.333, Validation Accuracy:  0.395, Loss:  3.014
Epoch   0 Batch   41/269 - Train Accuracy:  0.365, Validation Accuracy:  0.398, Loss:  2.889
Epoch   0 Batch   42/269 - Train Accuracy:  0.395, Validation Accuracy:  0.398, Loss:  2.756
Epoch   0 Batch   43/269 - Train Accuracy:  0.345, Validation Accuracy:  0.400, Loss:  2.971
Epoch   0 Batch   44/269 - Train Accuracy:  0.373, Validation Accuracy:  0.398, Loss:  2.846
Epoch   0 Batch   45/269 - Train Accuracy:  0.340, Validation Accuracy:  0.399, Loss:  2.965
Epoch   0 Batch   46/269 - Train Accuracy:  0.335, Validation Accuracy:  0.403, Loss:  2.980
Epoch   0 Batch   47/269 - Train Accuracy:  0.404, Validation Accuracy:  0.403, Loss:  2.690
Epoch   0 Batch   48/269 - Train Accuracy:  0.374, Validation Accuracy:  0.401, Loss:  2.783
Epoch   0 Batch   49/269 - Train Accuracy:  0.347, Validation Accuracy:  0.403, Loss:  2.920
Epoch   0 Batch   50/269 - Train Accuracy:  0.348, Validation Accuracy:  0.402, Loss:  2.917
Epoch   0 Batch   51/269 - Train Accuracy:  0.370, Validation Accuracy:  0.404, Loss:  2.808
Epoch   0 Batch   52/269 - Train Accuracy:  0.381, Validation Accuracy:  0.408, Loss:  2.763
Epoch   0 Batch   53/269 - Train Accuracy:  0.349, Validation Accuracy:  0.406, Loss:  2.891
Epoch   0 Batch   54/269 - Train Accuracy:  0.365, Validation Accuracy:  0.422, Loss:  2.888
Epoch   0 Batch   55/269 - Train Accuracy:  0.395, Validation Accuracy:  0.425, Loss:  2.745
Epoch   0 Batch   56/269 - Train Accuracy:  0.404, Validation Accuracy:  0.429, Loss:  2.742
Epoch   0 Batch   57/269 - Train Accuracy:  0.405, Validation Accuracy:  0.431, Loss:  2.741
Epoch   0 Batch   58/269 - Train Accuracy:  0.407, Validation Accuracy:  0.432, Loss:  2.722
Epoch   0 Batch   59/269 - Train Accuracy:  0.405, Validation Accuracy:  0.431, Loss:  2.703
Epoch   0 Batch   60/269 - Train Accuracy:  0.419, Validation Accuracy:  0.436, Loss:  2.635
Epoch   0 Batch   61/269 - Train Accuracy:  0.437, Validation Accuracy:  0.434, Loss:  2.572
Epoch   0 Batch   62/269 - Train Accuracy:  0.429, Validation Accuracy:  0.425, Loss:  2.602
Epoch   0 Batch   63/269 - Train Accuracy:  0.410, Validation Accuracy:  0.439, Loss:  2.702
Epoch   0 Batch   64/269 - Train Accuracy:  0.407, Validation Accuracy:  0.437, Loss:  2.681
Epoch   0 Batch   65/269 - Train Accuracy:  0.405, Validation Accuracy:  0.432, Loss:  2.660
Epoch   0 Batch   66/269 - Train Accuracy:  0.431, Validation Accuracy:  0.438, Loss:  2.594
Epoch   0 Batch   67/269 - Train Accuracy:  0.406, Validation Accuracy:  0.438, Loss:  2.672
Epoch   0 Batch   68/269 - Train Accuracy:  0.413, Validation Accuracy:  0.436, Loss:  2.671
Epoch   0 Batch   69/269 - Train Accuracy:  0.380, Validation Accuracy:  0.440, Loss:  2.805
Epoch   0 Batch   70/269 - Train Accuracy:  0.420, Validation Accuracy:  0.438, Loss:  2.621
Epoch   0 Batch   71/269 - Train Accuracy:  0.387, Validation Accuracy:  0.441, Loss:  2.769
Epoch   0 Batch   72/269 - Train Accuracy:  0.435, Validation Accuracy:  0.437, Loss:  2.532
Epoch   0 Batch   73/269 - Train Accuracy:  0.421, Validation Accuracy:  0.446, Loss:  2.633
Epoch   0 Batch   74/269 - Train Accuracy:  0.401, Validation Accuracy:  0.450, Loss:  2.712
Epoch   0 Batch   75/269 - Train Accuracy:  0.414, Validation Accuracy:  0.441, Loss:  2.593
Epoch   0 Batch   76/269 - Train Accuracy:  0.410, Validation Accuracy:  0.451, Loss:  2.642
Epoch   0 Batch   77/269 - Train Accuracy:  0.432, Validation Accuracy:  0.453, Loss:  2.574
Epoch   0 Batch   78/269 - Train Accuracy:  0.417, Validation Accuracy:  0.442, Loss:  2.602
Epoch   0 Batch   79/269 - Train Accuracy:  0.420, Validation Accuracy:  0.452, Loss:  2.599
Epoch   0 Batch   80/269 - Train Accuracy:  0.437, Validation Accuracy:  0.456, Loss:  2.517
Epoch   0 Batch   81/269 - Train Accuracy:  0.426, Validation Accuracy:  0.448, Loss:  2.581
Epoch   0 Batch   82/269 - Train Accuracy:  0.441, Validation Accuracy:  0.457, Loss:  2.530
Epoch   0 Batch   83/269 - Train Accuracy:  0.435, Validation Accuracy:  0.456, Loss:  2.505
Epoch   0 Batch   84/269 - Train Accuracy:  0.424, Validation Accuracy:  0.451, Loss:  2.533
Epoch   0 Batch   85/269 - Train Accuracy:  0.422, Validation Accuracy:  0.454, Loss:  2.551
Epoch   0 Batch   86/269 - Train Accuracy:  0.429, Validation Accuracy:  0.460, Loss:  2.535
Epoch   0 Batch   87/269 - Train Accuracy:  0.398, Validation Accuracy:  0.455, Loss:  2.679
Epoch   0 Batch   88/269 - Train Accuracy:  0.437, Validation Accuracy:  0.460, Loss:  2.504
Epoch   0 Batch   89/269 - Train Accuracy:  0.435, Validation Accuracy:  0.459, Loss:  2.475
Epoch   0 Batch   90/269 - Train Accuracy:  0.392, Validation Accuracy:  0.454, Loss:  2.635
Epoch   0 Batch   91/269 - Train Accuracy:  0.434, Validation Accuracy:  0.461, Loss:  2.516
Epoch   0 Batch   92/269 - Train Accuracy:  0.432, Validation Accuracy:  0.460, Loss:  2.471
Epoch   0 Batch   93/269 - Train Accuracy:  0.451, Validation Accuracy:  0.457, Loss:  2.397
Epoch   0 Batch   94/269 - Train Accuracy:  0.451, Validation Accuracy:  0.472, Loss:  2.497
Epoch   0 Batch   95/269 - Train Accuracy:  0.424, Validation Accuracy:  0.455, Loss:  2.443
Epoch   0 Batch   96/269 - Train Accuracy:  0.432, Validation Accuracy:  0.461, Loss:  2.476
Epoch   0 Batch   97/269 - Train Accuracy:  0.437, Validation Accuracy:  0.460, Loss:  2.443
Epoch   0 Batch   98/269 - Train Accuracy:  0.449, Validation Accuracy:  0.465, Loss:  2.407
Epoch   0 Batch   99/269 - Train Accuracy:  0.416, Validation Accuracy:  0.471, Loss:  2.570
Epoch   0 Batch  100/269 - Train Accuracy:  0.457, Validation Accuracy:  0.465, Loss:  2.359
Epoch   0 Batch  101/269 - Train Accuracy:  0.417, Validation Accuracy:  0.473, Loss:  2.543
Epoch   0 Batch  102/269 - Train Accuracy:  0.441, Validation Accuracy:  0.472, Loss:  2.400
Epoch   0 Batch  103/269 - Train Accuracy:  0.443, Validation Accuracy:  0.464, Loss:  2.393
Epoch   0 Batch  104/269 - Train Accuracy:  0.447, Validation Accuracy:  0.476, Loss:  2.402
Epoch   0 Batch  105/269 - Train Accuracy:  0.437, Validation Accuracy:  0.471, Loss:  2.399
Epoch   0 Batch  106/269 - Train Accuracy:  0.443, Validation Accuracy:  0.475, Loss:  2.416
Epoch   0 Batch  107/269 - Train Accuracy:  0.412, Validation Accuracy:  0.478, Loss:  2.519
Epoch   0 Batch  108/269 - Train Accuracy:  0.433, Validation Accuracy:  0.471, Loss:  2.380
Epoch   0 Batch  109/269 - Train Accuracy:  0.444, Validation Accuracy:  0.476, Loss:  2.400
Epoch   0 Batch  110/269 - Train Accuracy:  0.453, Validation Accuracy:  0.473, Loss:  2.355
Epoch   0 Batch  111/269 - Train Accuracy:  0.408, Validation Accuracy:  0.468, Loss:  2.497
Epoch   0 Batch  112/269 - Train Accuracy:  0.446, Validation Accuracy:  0.475, Loss:  2.353
Epoch   0 Batch  113/269 - Train Accuracy:  0.463, Validation Accuracy:  0.463, Loss:  2.241
Epoch   0 Batch  114/269 - Train Accuracy:  0.439, Validation Accuracy:  0.470, Loss:  2.347
Epoch   0 Batch  115/269 - Train Accuracy:  0.424, Validation Accuracy:  0.478, Loss:  2.443
Epoch   0 Batch  116/269 - Train Accuracy:  0.458, Validation Accuracy:  0.479, Loss:  2.325
Epoch   0 Batch  117/269 - Train Accuracy:  0.446, Validation Accuracy:  0.479, Loss:  2.344
Epoch   0 Batch  118/269 - Train Accuracy:  0.471, Validation Accuracy:  0.479, Loss:  2.260
Epoch   0 Batch  119/269 - Train Accuracy:  0.438, Validation Accuracy:  0.478, Loss:  2.404
Epoch   0 Batch  120/269 - Train Accuracy:  0.420, Validation Accuracy:  0.479, Loss:  2.426
Epoch   0 Batch  121/269 - Train Accuracy:  0.455, Validation Accuracy:  0.483, Loss:  2.303
Epoch   0 Batch  122/269 - Train Accuracy:  0.470, Validation Accuracy:  0.480, Loss:  2.263
Epoch   0 Batch  123/269 - Train Accuracy:  0.420, Validation Accuracy:  0.482, Loss:  2.422
Epoch   0 Batch  124/269 - Train Accuracy:  0.458, Validation Accuracy:  0.486, Loss:  2.280
Epoch   0 Batch  125/269 - Train Accuracy:  0.458, Validation Accuracy:  0.478, Loss:  2.258
Epoch   0 Batch  126/269 - Train Accuracy:  0.468, Validation Accuracy:  0.486, Loss:  2.254
Epoch   0 Batch  127/269 - Train Accuracy:  0.432, Validation Accuracy:  0.483, Loss:  2.370
Epoch   0 Batch  128/269 - Train Accuracy:  0.472, Validation Accuracy:  0.487, Loss:  2.251
Epoch   0 Batch  129/269 - Train Accuracy:  0.460, Validation Accuracy:  0.489, Loss:  2.288
Epoch   0 Batch  130/269 - Train Accuracy:  0.424, Validation Accuracy:  0.487, Loss:  2.400
Epoch   0 Batch  131/269 - Train Accuracy:  0.441, Validation Accuracy:  0.484, Loss:  2.342
Epoch   0 Batch  132/269 - Train Accuracy:  0.459, Validation Accuracy:  0.487, Loss:  2.265
Epoch   0 Batch  133/269 - Train Accuracy:  0.464, Validation Accuracy:  0.489, Loss:  2.227
Epoch   0 Batch  134/269 - Train Accuracy:  0.435, Validation Accuracy:  0.490, Loss:  2.315
Epoch   0 Batch  135/269 - Train Accuracy:  0.427, Validation Accuracy:  0.491, Loss:  2.382
Epoch   0 Batch  136/269 - Train Accuracy:  0.434, Validation Accuracy:  0.492, Loss:  2.344
Epoch   0 Batch  137/269 - Train Accuracy:  0.448, Validation Accuracy:  0.493, Loss:  2.327
Epoch   0 Batch  138/269 - Train Accuracy:  0.451, Validation Accuracy:  0.492, Loss:  2.273
Epoch   0 Batch  139/269 - Train Accuracy:  0.475, Validation Accuracy:  0.493, Loss:  2.180
Epoch   0 Batch  140/269 - Train Accuracy:  0.476, Validation Accuracy:  0.493, Loss:  2.198
Epoch   0 Batch  141/269 - Train Accuracy:  0.461, Validation Accuracy:  0.494, Loss:  2.246
Epoch   0 Batch  142/269 - Train Accuracy:  0.467, Validation Accuracy:  0.490, Loss:  2.180
Epoch   0 Batch  143/269 - Train Accuracy:  0.471, Validation Accuracy:  0.493, Loss:  2.202
Epoch   0 Batch  144/269 - Train Accuracy:  0.462, Validation Accuracy:  0.486, Loss:  2.181
Epoch   0 Batch  145/269 - Train Accuracy:  0.459, Validation Accuracy:  0.483, Loss:  2.204
Epoch   0 Batch  146/269 - Train Accuracy:  0.465, Validation Accuracy:  0.491, Loss:  2.181
Epoch   0 Batch  147/269 - Train Accuracy:  0.492, Validation Accuracy:  0.493, Loss:  2.089
Epoch   0 Batch  148/269 - Train Accuracy:  0.459, Validation Accuracy:  0.491, Loss:  2.223
Epoch   0 Batch  149/269 - Train Accuracy:  0.461, Validation Accuracy:  0.484, Loss:  2.173
Epoch   0 Batch  150/269 - Train Accuracy:  0.469, Validation Accuracy:  0.486, Loss:  2.187
Epoch   0 Batch  151/269 - Train Accuracy:  0.500, Validation Accuracy:  0.493, Loss:  2.073
Epoch   0 Batch  152/269 - Train Accuracy:  0.460, Validation Accuracy:  0.492, Loss:  2.164
Epoch   0 Batch  153/269 - Train Accuracy:  0.474, Validation Accuracy:  0.496, Loss:  2.157
Epoch   0 Batch  154/269 - Train Accuracy:  0.439, Validation Accuracy:  0.498, Loss:  2.285
Epoch   0 Batch  155/269 - Train Accuracy:  0.499, Validation Accuracy:  0.496, Loss:  2.027
Epoch   0 Batch  156/269 - Train Accuracy:  0.457, Validation Accuracy:  0.493, Loss:  2.202
Epoch   0 Batch  157/269 - Train Accuracy:  0.469, Validation Accuracy:  0.496, Loss:  2.152
Epoch   0 Batch  158/269 - Train Accuracy:  0.468, Validation Accuracy:  0.496, Loss:  2.117
Epoch   0 Batch  159/269 - Train Accuracy:  0.468, Validation Accuracy:  0.491, Loss:  2.138
Epoch   0 Batch  160/269 - Train Accuracy:  0.458, Validation Accuracy:  0.489, Loss:  2.160
Epoch   0 Batch  161/269 - Train Accuracy:  0.465, Validation Accuracy:  0.496, Loss:  2.163
Epoch   0 Batch  162/269 - Train Accuracy:  0.476, Validation Accuracy:  0.498, Loss:  2.114
Epoch   0 Batch  163/269 - Train Accuracy:  0.460, Validation Accuracy:  0.488, Loss:  2.120
Epoch   0 Batch  164/269 - Train Accuracy:  0.475, Validation Accuracy:  0.488, Loss:  2.127
Epoch   0 Batch  165/269 - Train Accuracy:  0.439, Validation Accuracy:  0.496, Loss:  2.213
Epoch   0 Batch  166/269 - Train Accuracy:  0.494, Validation Accuracy:  0.494, Loss:  1.988
Epoch   0 Batch  167/269 - Train Accuracy:  0.476, Validation Accuracy:  0.496, Loss:  2.102
Epoch   0 Batch  168/269 - Train Accuracy:  0.470, Validation Accuracy:  0.497, Loss:  2.125
Epoch   0 Batch  169/269 - Train Accuracy:  0.459, Validation Accuracy:  0.493, Loss:  2.098
Epoch   0 Batch  170/269 - Train Accuracy:  0.475, Validation Accuracy:  0.495, Loss:  2.097
Epoch   0 Batch  171/269 - Train Accuracy:  0.445, Validation Accuracy:  0.496, Loss:  2.170
Epoch   0 Batch  172/269 - Train Accuracy:  0.469, Validation Accuracy:  0.497, Loss:  2.093
Epoch   0 Batch  173/269 - Train Accuracy:  0.474, Validation Accuracy:  0.496, Loss:  2.084
Epoch   0 Batch  174/269 - Train Accuracy:  0.461, Validation Accuracy:  0.494, Loss:  2.106
Epoch   0 Batch  175/269 - Train Accuracy:  0.471, Validation Accuracy:  0.498, Loss:  2.100
Epoch   0 Batch  176/269 - Train Accuracy:  0.448, Validation Accuracy:  0.499, Loss:  2.163
Epoch   0 Batch  177/269 - Train Accuracy:  0.480, Validation Accuracy:  0.494, Loss:  2.012
Epoch   0 Batch  178/269 - Train Accuracy:  0.450, Validation Accuracy:  0.501, Loss:  2.152
Epoch   0 Batch  179/269 - Train Accuracy:  0.481, Validation Accuracy:  0.500, Loss:  2.060
Epoch   0 Batch  180/269 - Train Accuracy:  0.462, Validation Accuracy:  0.494, Loss:  2.051
Epoch   0 Batch  181/269 - Train Accuracy:  0.473, Validation Accuracy:  0.500, Loss:  2.044
Epoch   0 Batch  182/269 - Train Accuracy:  0.476, Validation Accuracy:  0.500, Loss:  2.060
Epoch   0 Batch  183/269 - Train Accuracy:  0.539, Validation Accuracy:  0.498, Loss:  1.797
Epoch   0 Batch  184/269 - Train Accuracy:  0.451, Validation Accuracy:  0.497, Loss:  2.129
Epoch   0 Batch  185/269 - Train Accuracy:  0.491, Validation Accuracy:  0.500, Loss:  2.003
Epoch   0 Batch  186/269 - Train Accuracy:  0.441, Validation Accuracy:  0.496, Loss:  2.135
Epoch   0 Batch  187/269 - Train Accuracy:  0.478, Validation Accuracy:  0.500, Loss:  1.988
Epoch   0 Batch  188/269 - Train Accuracy:  0.490, Validation Accuracy:  0.500, Loss:  1.959
Epoch   0 Batch  189/269 - Train Accuracy:  0.475, Validation Accuracy:  0.494, Loss:  2.005
Epoch   0 Batch  190/269 - Train Accuracy:  0.482, Validation Accuracy:  0.499, Loss:  2.013
Epoch   0 Batch  191/269 - Train Accuracy:  0.473, Validation Accuracy:  0.500, Loss:  2.033
Epoch   0 Batch  192/269 - Train Accuracy:  0.472, Validation Accuracy:  0.501, Loss:  2.023
Epoch   0 Batch  193/269 - Train Accuracy:  0.479, Validation Accuracy:  0.501, Loss:  2.009
Epoch   0 Batch  194/269 - Train Accuracy:  0.482, Validation Accuracy:  0.502, Loss:  2.024
Epoch   0 Batch  195/269 - Train Accuracy:  0.470, Validation Accuracy:  0.505, Loss:  2.044
Epoch   0 Batch  196/269 - Train Accuracy:  0.477, Validation Accuracy:  0.504, Loss:  1.981
Epoch   0 Batch  197/269 - Train Accuracy:  0.437, Validation Accuracy:  0.495, Loss:  2.083
Epoch   0 Batch  198/269 - Train Accuracy:  0.451, Validation Accuracy:  0.502, Loss:  2.138
Epoch   0 Batch  199/269 - Train Accuracy:  0.470, Validation Accuracy:  0.502, Loss:  2.035
Epoch   0 Batch  200/269 - Train Accuracy:  0.453, Validation Accuracy:  0.496, Loss:  2.056
Epoch   0 Batch  201/269 - Train Accuracy:  0.483, Validation Accuracy:  0.503, Loss:  1.991
Epoch   0 Batch  202/269 - Train Accuracy:  0.469, Validation Accuracy:  0.501, Loss:  2.009
Epoch   0 Batch  203/269 - Train Accuracy:  0.464, Validation Accuracy:  0.505, Loss:  2.054
Epoch   0 Batch  204/269 - Train Accuracy:  0.460, Validation Accuracy:  0.504, Loss:  2.049
Epoch   0 Batch  205/269 - Train Accuracy:  0.473, Validation Accuracy:  0.504, Loss:  1.971
Epoch   0 Batch  206/269 - Train Accuracy:  0.449, Validation Accuracy:  0.503, Loss:  2.086
Epoch   0 Batch  207/269 - Train Accuracy:  0.500, Validation Accuracy:  0.505, Loss:  1.886
Epoch   0 Batch  208/269 - Train Accuracy:  0.448, Validation Accuracy:  0.502, Loss:  2.076
Epoch   0 Batch  209/269 - Train Accuracy:  0.458, Validation Accuracy:  0.505, Loss:  2.026
Epoch   0 Batch  210/269 - Train Accuracy:  0.479, Validation Accuracy:  0.503, Loss:  1.938
Epoch   0 Batch  211/269 - Train Accuracy:  0.480, Validation Accuracy:  0.506, Loss:  1.942
Epoch   0 Batch  212/269 - Train Accuracy:  0.501, Validation Accuracy:  0.508, Loss:  1.885
Epoch   0 Batch  213/269 - Train Accuracy:  0.487, Validation Accuracy:  0.508, Loss:  1.912
Epoch   0 Batch  214/269 - Train Accuracy:  0.491, Validation Accuracy:  0.506, Loss:  1.914
Epoch   0 Batch  215/269 - Train Accuracy:  0.514, Validation Accuracy:  0.507, Loss:  1.814
Epoch   0 Batch  216/269 - Train Accuracy:  0.454, Validation Accuracy:  0.508, Loss:  2.044
Epoch   0 Batch  217/269 - Train Accuracy:  0.446, Validation Accuracy:  0.501, Loss:  2.014
Epoch   0 Batch  218/269 - Train Accuracy:  0.463, Validation Accuracy:  0.498, Loss:  2.017
Epoch   0 Batch  219/269 - Train Accuracy:  0.449, Validation Accuracy:  0.494, Loss:  1.995
Epoch   0 Batch  220/269 - Train Accuracy:  0.495, Validation Accuracy:  0.498, Loss:  1.869
Epoch   0 Batch  221/269 - Train Accuracy:  0.489, Validation Accuracy:  0.508, Loss:  1.909
Epoch   0 Batch  222/269 - Train Accuracy:  0.491, Validation Accuracy:  0.505, Loss:  1.851
Epoch   0 Batch  223/269 - Train Accuracy:  0.485, Validation Accuracy:  0.503, Loss:  1.854
Epoch   0 Batch  224/269 - Train Accuracy:  0.480, Validation Accuracy:  0.500, Loss:  1.901
Epoch   0 Batch  225/269 - Train Accuracy:  0.462, Validation Accuracy:  0.509, Loss:  1.971
Epoch   0 Batch  226/269 - Train Accuracy:  0.482, Validation Accuracy:  0.508, Loss:  1.869
Epoch   0 Batch  227/269 - Train Accuracy:  0.546, Validation Accuracy:  0.502, Loss:  1.639
Epoch   0 Batch  228/269 - Train Accuracy:  0.484, Validation Accuracy:  0.510, Loss:  1.902
Epoch   0 Batch  229/269 - Train Accuracy:  0.490, Validation Accuracy:  0.507, Loss:  1.856
Epoch   0 Batch  230/269 - Train Accuracy:  0.470, Validation Accuracy:  0.506, Loss:  1.884
Epoch   0 Batch  231/269 - Train Accuracy:  0.463, Validation Accuracy:  0.512, Loss:  1.945
Epoch   0 Batch  232/269 - Train Accuracy:  0.451, Validation Accuracy:  0.512, Loss:  1.951
Epoch   0 Batch  233/269 - Train Accuracy:  0.490, Validation Accuracy:  0.512, Loss:  1.864
Epoch   0 Batch  234/269 - Train Accuracy:  0.488, Validation Accuracy:  0.512, Loss:  1.859
Epoch   0 Batch  235/269 - Train Accuracy:  0.487, Validation Accuracy:  0.509, Loss:  1.852
Epoch   0 Batch  236/269 - Train Accuracy:  0.481, Validation Accuracy:  0.508, Loss:  1.835
Epoch   0 Batch  237/269 - Train Accuracy:  0.483, Validation Accuracy:  0.506, Loss:  1.823
Epoch   0 Batch  238/269 - Train Accuracy:  0.495, Validation Accuracy:  0.506, Loss:  1.832
Epoch   0 Batch  239/269 - Train Accuracy:  0.485, Validation Accuracy:  0.505, Loss:  1.812
Epoch   0 Batch  240/269 - Train Accuracy:  0.518, Validation Accuracy:  0.507, Loss:  1.697
Epoch   0 Batch  241/269 - Train Accuracy:  0.491, Validation Accuracy:  0.507, Loss:  1.791
Epoch   0 Batch  242/269 - Train Accuracy:  0.472, Validation Accuracy:  0.505, Loss:  1.812
Epoch   0 Batch  243/269 - Train Accuracy:  0.501, Validation Accuracy:  0.510, Loss:  1.778
Epoch   0 Batch  244/269 - Train Accuracy:  0.491, Validation Accuracy:  0.513, Loss:  1.787
Epoch   0 Batch  245/269 - Train Accuracy:  0.442, Validation Accuracy:  0.492, Loss:  1.883
Epoch   0 Batch  246/269 - Train Accuracy:  0.474, Validation Accuracy:  0.499, Loss:  1.804
Epoch   0 Batch  247/269 - Train Accuracy:  0.460, Validation Accuracy:  0.501, Loss:  1.871
Epoch   0 Batch  248/269 - Train Accuracy:  0.467, Validation Accuracy:  0.499, Loss:  1.787
Epoch   0 Batch  249/269 - Train Accuracy:  0.500, Validation Accuracy:  0.498, Loss:  1.697
Epoch   0 Batch  250/269 - Train Accuracy:  0.432, Validation Accuracy:  0.471, Loss:  1.840
Epoch   0 Batch  251/269 - Train Accuracy:  0.479, Validation Accuracy:  0.497, Loss:  1.788
Epoch   0 Batch  252/269 - Train Accuracy:  0.448, Validation Accuracy:  0.494, Loss:  1.805
Epoch   0 Batch  253/269 - Train Accuracy:  0.439, Validation Accuracy:  0.472, Loss:  1.761
Epoch   0 Batch  254/269 - Train Accuracy:  0.478, Validation Accuracy:  0.507, Loss:  1.751
Epoch   0 Batch  255/269 - Train Accuracy:  0.501, Validation Accuracy:  0.500, Loss:  1.689
Epoch   0 Batch  256/269 - Train Accuracy:  0.419, Validation Accuracy:  0.471, Loss:  1.773
Epoch   0 Batch  257/269 - Train Accuracy:  0.467, Validation Accuracy:  0.502, Loss:  1.772
Epoch   0 Batch  258/269 - Train Accuracy:  0.471, Validation Accuracy:  0.504, Loss:  1.763
Epoch   0 Batch  259/269 - Train Accuracy:  0.489, Validation Accuracy:  0.507, Loss:  1.719
Epoch   0 Batch  260/269 - Train Accuracy:  0.473, Validation Accuracy:  0.511, Loss:  1.825
Epoch   0 Batch  261/269 - Train Accuracy:  0.447, Validation Accuracy:  0.511, Loss:  1.844
Epoch   0 Batch  262/269 - Train Accuracy:  0.476, Validation Accuracy:  0.500, Loss:  1.723
Epoch   0 Batch  263/269 - Train Accuracy:  0.463, Validation Accuracy:  0.502, Loss:  1.789
Epoch   0 Batch  264/269 - Train Accuracy:  0.467, Validation Accuracy:  0.508, Loss:  1.817
Epoch   0 Batch  265/269 - Train Accuracy:  0.429, Validation Accuracy:  0.483, Loss:  1.768
Epoch   0 Batch  266/269 - Train Accuracy:  0.487, Validation Accuracy:  0.509, Loss:  1.713
Epoch   0 Batch  267/269 - Train Accuracy:  0.485, Validation Accuracy:  0.508, Loss:  1.710
Epoch   1 Batch    0/269 - Train Accuracy:  0.474, Validation Accuracy:  0.516, Loss:  1.771
Epoch   1 Batch    1/269 - Train Accuracy:  0.443, Validation Accuracy:  0.496, Loss:  1.769
Epoch   1 Batch    2/269 - Train Accuracy:  0.436, Validation Accuracy:  0.480, Loss:  1.704
Epoch   1 Batch    3/269 - Train Accuracy:  0.423, Validation Accuracy:  0.471, Loss:  1.753
Epoch   1 Batch    4/269 - Train Accuracy:  0.436, Validation Accuracy:  0.493, Loss:  1.758
Epoch   1 Batch    5/269 - Train Accuracy:  0.429, Validation Accuracy:  0.488, Loss:  1.759
Epoch   1 Batch    6/269 - Train Accuracy:  0.490, Validation Accuracy:  0.508, Loss:  1.599
Epoch   1 Batch    7/269 - Train Accuracy:  0.500, Validation Accuracy:  0.513, Loss:  1.643
Epoch   1 Batch    8/269 - Train Accuracy:  0.448, Validation Accuracy:  0.502, Loss:  1.730
Epoch   1 Batch    9/269 - Train Accuracy:  0.455, Validation Accuracy:  0.493, Loss:  1.647
Epoch   1 Batch   10/269 - Train Accuracy:  0.447, Validation Accuracy:  0.496, Loss:  1.684
Epoch   1 Batch   11/269 - Train Accuracy:  0.464, Validation Accuracy:  0.499, Loss:  1.652
Epoch   1 Batch   12/269 - Train Accuracy:  0.440, Validation Accuracy:  0.491, Loss:  1.706
Epoch   1 Batch   13/269 - Train Accuracy:  0.505, Validation Accuracy:  0.496, Loss:  1.524
Epoch   1 Batch   14/269 - Train Accuracy:  0.469, Validation Accuracy:  0.504, Loss:  1.618
Epoch   1 Batch   15/269 - Train Accuracy:  0.463, Validation Accuracy:  0.505, Loss:  1.627
Epoch   1 Batch   16/269 - Train Accuracy:  0.495, Validation Accuracy:  0.513, Loss:  1.618
Epoch   1 Batch   17/269 - Train Accuracy:  0.489, Validation Accuracy:  0.519, Loss:  1.592
Epoch   1 Batch   18/269 - Train Accuracy:  0.458, Validation Accuracy:  0.508, Loss:  1.667
Epoch   1 Batch   19/269 - Train Accuracy:  0.506, Validation Accuracy:  0.498, Loss:  1.518
Epoch   1 Batch   20/269 - Train Accuracy:  0.482, Validation Accuracy:  0.523, Loss:  1.657
Epoch   1 Batch   21/269 - Train Accuracy:  0.478, Validation Accuracy:  0.522, Loss:  1.690
Epoch   1 Batch   22/269 - Train Accuracy:  0.483, Validation Accuracy:  0.505, Loss:  1.575
Epoch   1 Batch   23/269 - Train Accuracy:  0.503, Validation Accuracy:  0.515, Loss:  1.581
Epoch   1 Batch   24/269 - Train Accuracy:  0.470, Validation Accuracy:  0.520, Loss:  1.641
Epoch   1 Batch   25/269 - Train Accuracy:  0.454, Validation Accuracy:  0.509, Loss:  1.645
Epoch   1 Batch   26/269 - Train Accuracy:  0.522, Validation Accuracy:  0.518, Loss:  1.478
Epoch   1 Batch   27/269 - Train Accuracy:  0.491, Validation Accuracy:  0.523, Loss:  1.572
Epoch   1 Batch   28/269 - Train Accuracy:  0.434, Validation Accuracy:  0.508, Loss:  1.672
Epoch   1 Batch   29/269 - Train Accuracy:  0.460, Validation Accuracy:  0.512, Loss:  1.623
Epoch   1 Batch   30/269 - Train Accuracy:  0.478, Validation Accuracy:  0.506, Loss:  1.552
Epoch   1 Batch   31/269 - Train Accuracy:  0.476, Validation Accuracy:  0.489, Loss:  1.536
Epoch   1 Batch   32/269 - Train Accuracy:  0.462, Validation Accuracy:  0.498, Loss:  1.551
Epoch   1 Batch   33/269 - Train Accuracy:  0.479, Validation Accuracy:  0.495, Loss:  1.509
Epoch   1 Batch   34/269 - Train Accuracy:  0.464, Validation Accuracy:  0.489, Loss:  1.534
Epoch   1 Batch   35/269 - Train Accuracy:  0.474, Validation Accuracy:  0.493, Loss:  1.527
Epoch   1 Batch   36/269 - Train Accuracy:  0.464, Validation Accuracy:  0.498, Loss:  1.535
Epoch   1 Batch   37/269 - Train Accuracy:  0.466, Validation Accuracy:  0.488, Loss:  1.541
Epoch   1 Batch   38/269 - Train Accuracy:  0.468, Validation Accuracy:  0.498, Loss:  1.538
Epoch   1 Batch   39/269 - Train Accuracy:  0.467, Validation Accuracy:  0.497, Loss:  1.519
Epoch   1 Batch   40/269 - Train Accuracy:  0.424, Validation Accuracy:  0.486, Loss:  1.571
Epoch   1 Batch   41/269 - Train Accuracy:  0.466, Validation Accuracy:  0.505, Loss:  1.526
Epoch   1 Batch   42/269 - Train Accuracy:  0.497, Validation Accuracy:  0.500, Loss:  1.448
Epoch   1 Batch   43/269 - Train Accuracy:  0.443, Validation Accuracy:  0.485, Loss:  1.556
Epoch   1 Batch   44/269 - Train Accuracy:  0.480, Validation Accuracy:  0.494, Loss:  1.506
Epoch   1 Batch   45/269 - Train Accuracy:  0.442, Validation Accuracy:  0.492, Loss:  1.566
Epoch   1 Batch   46/269 - Train Accuracy:  0.426, Validation Accuracy:  0.486, Loss:  1.571
Epoch   1 Batch   47/269 - Train Accuracy:  0.503, Validation Accuracy:  0.499, Loss:  1.412
Epoch   1 Batch   48/269 - Train Accuracy:  0.481, Validation Accuracy:  0.506, Loss:  1.452
Epoch   1 Batch   49/269 - Train Accuracy:  0.433, Validation Accuracy:  0.485, Loss:  1.537
Epoch   1 Batch   50/269 - Train Accuracy:  0.448, Validation Accuracy:  0.495, Loss:  1.552
Epoch   1 Batch   51/269 - Train Accuracy:  0.466, Validation Accuracy:  0.498, Loss:  1.508
Epoch   1 Batch   52/269 - Train Accuracy:  0.462, Validation Accuracy:  0.493, Loss:  1.459
Epoch   1 Batch   53/269 - Train Accuracy:  0.454, Validation Accuracy:  0.502, Loss:  1.549
Epoch   1 Batch   54/269 - Train Accuracy:  0.460, Validation Accuracy:  0.498, Loss:  1.540
Epoch   1 Batch   55/269 - Train Accuracy:  0.460, Validation Accuracy:  0.490, Loss:  1.462
Epoch   1 Batch   56/269 - Train Accuracy:  0.490, Validation Accuracy:  0.504, Loss:  1.466
Epoch   1 Batch   57/269 - Train Accuracy:  0.484, Validation Accuracy:  0.506, Loss:  1.469
Epoch   1 Batch   58/269 - Train Accuracy:  0.480, Validation Accuracy:  0.503, Loss:  1.452
Epoch   1 Batch   59/269 - Train Accuracy:  0.481, Validation Accuracy:  0.503, Loss:  1.433
Epoch   1 Batch   60/269 - Train Accuracy:  0.494, Validation Accuracy:  0.506, Loss:  1.403
Epoch   1 Batch   61/269 - Train Accuracy:  0.494, Validation Accuracy:  0.495, Loss:  1.375
Epoch   1 Batch   62/269 - Train Accuracy:  0.483, Validation Accuracy:  0.489, Loss:  1.403
Epoch   1 Batch   63/269 - Train Accuracy:  0.469, Validation Accuracy:  0.500, Loss:  1.448
Epoch   1 Batch   64/269 - Train Accuracy:  0.458, Validation Accuracy:  0.491, Loss:  1.444
Epoch   1 Batch   65/269 - Train Accuracy:  0.481, Validation Accuracy:  0.504, Loss:  1.426
Epoch   1 Batch   66/269 - Train Accuracy:  0.488, Validation Accuracy:  0.499, Loss:  1.391
Epoch   1 Batch   67/269 - Train Accuracy:  0.454, Validation Accuracy:  0.487, Loss:  1.448
Epoch   1 Batch   68/269 - Train Accuracy:  0.463, Validation Accuracy:  0.504, Loss:  1.444
Epoch   1 Batch   69/269 - Train Accuracy:  0.424, Validation Accuracy:  0.485, Loss:  1.541
Epoch   1 Batch   70/269 - Train Accuracy:  0.476, Validation Accuracy:  0.487, Loss:  1.416
Epoch   1 Batch   71/269 - Train Accuracy:  0.447, Validation Accuracy:  0.495, Loss:  1.492
Epoch   1 Batch   72/269 - Train Accuracy:  0.490, Validation Accuracy:  0.502, Loss:  1.374
Epoch   1 Batch   73/269 - Train Accuracy:  0.477, Validation Accuracy:  0.497, Loss:  1.440
Epoch   1 Batch   74/269 - Train Accuracy:  0.451, Validation Accuracy:  0.494, Loss:  1.451
Epoch   1 Batch   75/269 - Train Accuracy:  0.460, Validation Accuracy:  0.492, Loss:  1.408
Epoch   1 Batch   76/269 - Train Accuracy:  0.438, Validation Accuracy:  0.488, Loss:  1.435
Epoch   1 Batch   77/269 - Train Accuracy:  0.472, Validation Accuracy:  0.495, Loss:  1.404
Epoch   1 Batch   78/269 - Train Accuracy:  0.457, Validation Accuracy:  0.498, Loss:  1.416
Epoch   1 Batch   79/269 - Train Accuracy:  0.453, Validation Accuracy:  0.489, Loss:  1.401
Epoch   1 Batch   80/269 - Train Accuracy:  0.460, Validation Accuracy:  0.486, Loss:  1.367
Epoch   1 Batch   81/269 - Train Accuracy:  0.473, Validation Accuracy:  0.500, Loss:  1.419
Epoch   1 Batch   82/269 - Train Accuracy:  0.467, Validation Accuracy:  0.489, Loss:  1.363
Epoch   1 Batch   83/269 - Train Accuracy:  0.456, Validation Accuracy:  0.491, Loss:  1.372
Epoch   1 Batch   84/269 - Train Accuracy:  0.482, Validation Accuracy:  0.505, Loss:  1.368
Epoch   1 Batch   85/269 - Train Accuracy:  0.468, Validation Accuracy:  0.505, Loss:  1.393
Epoch   1 Batch   86/269 - Train Accuracy:  0.469, Validation Accuracy:  0.511, Loss:  1.399
Epoch   1 Batch   87/269 - Train Accuracy:  0.449, Validation Accuracy:  0.511, Loss:  1.480
Epoch   1 Batch   88/269 - Train Accuracy:  0.489, Validation Accuracy:  0.504, Loss:  1.377
Epoch   1 Batch   89/269 - Train Accuracy:  0.491, Validation Accuracy:  0.500, Loss:  1.371
Epoch   1 Batch   90/269 - Train Accuracy:  0.438, Validation Accuracy:  0.513, Loss:  1.454
Epoch   1 Batch   91/269 - Train Accuracy:  0.453, Validation Accuracy:  0.489, Loss:  1.367
Epoch   1 Batch   92/269 - Train Accuracy:  0.464, Validation Accuracy:  0.497, Loss:  1.368
Epoch   1 Batch   93/269 - Train Accuracy:  0.485, Validation Accuracy:  0.498, Loss:  1.317
Epoch   1 Batch   94/269 - Train Accuracy:  0.448, Validation Accuracy:  0.483, Loss:  1.381
Epoch   1 Batch   95/269 - Train Accuracy:  0.478, Validation Accuracy:  0.509, Loss:  1.369
Epoch   1 Batch   96/269 - Train Accuracy:  0.466, Validation Accuracy:  0.497, Loss:  1.355
Epoch   1 Batch   97/269 - Train Accuracy:  0.467, Validation Accuracy:  0.497, Loss:  1.367
Epoch   1 Batch   98/269 - Train Accuracy:  0.481, Validation Accuracy:  0.501, Loss:  1.338
Epoch   1 Batch   99/269 - Train Accuracy:  0.438, Validation Accuracy:  0.500, Loss:  1.435
Epoch   1 Batch  100/269 - Train Accuracy:  0.475, Validation Accuracy:  0.495, Loss:  1.316
Epoch   1 Batch  101/269 - Train Accuracy:  0.455, Validation Accuracy:  0.510, Loss:  1.414
Epoch   1 Batch  102/269 - Train Accuracy:  0.469, Validation Accuracy:  0.500, Loss:  1.335
Epoch   1 Batch  103/269 - Train Accuracy:  0.482, Validation Accuracy:  0.501, Loss:  1.336
Epoch   1 Batch  104/269 - Train Accuracy:  0.479, Validation Accuracy:  0.507, Loss:  1.344
Epoch   1 Batch  105/269 - Train Accuracy:  0.466, Validation Accuracy:  0.502, Loss:  1.354
Epoch   1 Batch  106/269 - Train Accuracy:  0.464, Validation Accuracy:  0.503, Loss:  1.345
Epoch   1 Batch  107/269 - Train Accuracy:  0.432, Validation Accuracy:  0.496, Loss:  1.410
Epoch   1 Batch  108/269 - Train Accuracy:  0.475, Validation Accuracy:  0.502, Loss:  1.324
Epoch   1 Batch  109/269 - Train Accuracy:  0.475, Validation Accuracy:  0.510, Loss:  1.344
Epoch   1 Batch  110/269 - Train Accuracy:  0.474, Validation Accuracy:  0.510, Loss:  1.323
Epoch   1 Batch  111/269 - Train Accuracy:  0.441, Validation Accuracy:  0.501, Loss:  1.421
Epoch   1 Batch  112/269 - Train Accuracy:  0.482, Validation Accuracy:  0.502, Loss:  1.313
Epoch   1 Batch  113/269 - Train Accuracy:  0.498, Validation Accuracy:  0.503, Loss:  1.260
Epoch   1 Batch  114/269 - Train Accuracy:  0.469, Validation Accuracy:  0.497, Loss:  1.317
Epoch   1 Batch  115/269 - Train Accuracy:  0.453, Validation Accuracy:  0.493, Loss:  1.353
Epoch   1 Batch  116/269 - Train Accuracy:  0.474, Validation Accuracy:  0.495, Loss:  1.315
Epoch   1 Batch  117/269 - Train Accuracy:  0.448, Validation Accuracy:  0.492, Loss:  1.309
Epoch   1 Batch  118/269 - Train Accuracy:  0.494, Validation Accuracy:  0.494, Loss:  1.271
Epoch   1 Batch  119/269 - Train Accuracy:  0.453, Validation Accuracy:  0.498, Loss:  1.374
Epoch   1 Batch  120/269 - Train Accuracy:  0.448, Validation Accuracy:  0.497, Loss:  1.357
Epoch   1 Batch  121/269 - Train Accuracy:  0.465, Validation Accuracy:  0.495, Loss:  1.299
Epoch   1 Batch  122/269 - Train Accuracy:  0.475, Validation Accuracy:  0.493, Loss:  1.284
Epoch   1 Batch  123/269 - Train Accuracy:  0.447, Validation Accuracy:  0.498, Loss:  1.366
Epoch   1 Batch  124/269 - Train Accuracy:  0.470, Validation Accuracy:  0.499, Loss:  1.270
Epoch   1 Batch  125/269 - Train Accuracy:  0.461, Validation Accuracy:  0.500, Loss:  1.264
Epoch   1 Batch  126/269 - Train Accuracy:  0.483, Validation Accuracy:  0.509, Loss:  1.266
Epoch   1 Batch  127/269 - Train Accuracy:  0.437, Validation Accuracy:  0.492, Loss:  1.354
Epoch   1 Batch  128/269 - Train Accuracy:  0.489, Validation Accuracy:  0.509, Loss:  1.277
Epoch   1 Batch  129/269 - Train Accuracy:  0.481, Validation Accuracy:  0.514, Loss:  1.296
Epoch   1 Batch  130/269 - Train Accuracy:  0.457, Validation Accuracy:  0.514, Loss:  1.364
Epoch   1 Batch  131/269 - Train Accuracy:  0.479, Validation Accuracy:  0.525, Loss:  1.324
Epoch   1 Batch  132/269 - Train Accuracy:  0.473, Validation Accuracy:  0.505, Loss:  1.286
Epoch   1 Batch  133/269 - Train Accuracy:  0.477, Validation Accuracy:  0.517, Loss:  1.263
Epoch   1 Batch  134/269 - Train Accuracy:  0.434, Validation Accuracy:  0.501, Loss:  1.329
Epoch   1 Batch  135/269 - Train Accuracy:  0.448, Validation Accuracy:  0.509, Loss:  1.366
Epoch   1 Batch  136/269 - Train Accuracy:  0.456, Validation Accuracy:  0.503, Loss:  1.341
Epoch   1 Batch  137/269 - Train Accuracy:  0.467, Validation Accuracy:  0.502, Loss:  1.328
Epoch   1 Batch  138/269 - Train Accuracy:  0.466, Validation Accuracy:  0.513, Loss:  1.293
Epoch   1 Batch  139/269 - Train Accuracy:  0.489, Validation Accuracy:  0.507, Loss:  1.239
Epoch   1 Batch  140/269 - Train Accuracy:  0.478, Validation Accuracy:  0.506, Loss:  1.266
Epoch   1 Batch  141/269 - Train Accuracy:  0.468, Validation Accuracy:  0.517, Loss:  1.277
Epoch   1 Batch  142/269 - Train Accuracy:  0.484, Validation Accuracy:  0.498, Loss:  1.241
Epoch   1 Batch  143/269 - Train Accuracy:  0.484, Validation Accuracy:  0.510, Loss:  1.258
Epoch   1 Batch  144/269 - Train Accuracy:  0.483, Validation Accuracy:  0.510, Loss:  1.238
Epoch   1 Batch  145/269 - Train Accuracy:  0.472, Validation Accuracy:  0.512, Loss:  1.248
Epoch   1 Batch  146/269 - Train Accuracy:  0.483, Validation Accuracy:  0.514, Loss:  1.235
Epoch   1 Batch  147/269 - Train Accuracy:  0.489, Validation Accuracy:  0.506, Loss:  1.196
Epoch   1 Batch  148/269 - Train Accuracy:  0.483, Validation Accuracy:  0.519, Loss:  1.280
Epoch   1 Batch  149/269 - Train Accuracy:  0.496, Validation Accuracy:  0.521, Loss:  1.239
Epoch   1 Batch  150/269 - Train Accuracy:  0.485, Validation Accuracy:  0.520, Loss:  1.250
Epoch   1 Batch  151/269 - Train Accuracy:  0.517, Validation Accuracy:  0.513, Loss:  1.180
Epoch   1 Batch  152/269 - Train Accuracy:  0.465, Validation Accuracy:  0.500, Loss:  1.236
Epoch   1 Batch  153/269 - Train Accuracy:  0.493, Validation Accuracy:  0.512, Loss:  1.220
Epoch   1 Batch  154/269 - Train Accuracy:  0.450, Validation Accuracy:  0.504, Loss:  1.290
Epoch   1 Batch  155/269 - Train Accuracy:  0.497, Validation Accuracy:  0.493, Loss:  1.162
Epoch   1 Batch  156/269 - Train Accuracy:  0.461, Validation Accuracy:  0.505, Loss:  1.265
Epoch   1 Batch  157/269 - Train Accuracy:  0.485, Validation Accuracy:  0.508, Loss:  1.229
Epoch   1 Batch  158/269 - Train Accuracy:  0.501, Validation Accuracy:  0.520, Loss:  1.210
Epoch   1 Batch  159/269 - Train Accuracy:  0.496, Validation Accuracy:  0.516, Loss:  1.220
Epoch   1 Batch  160/269 - Train Accuracy:  0.483, Validation Accuracy:  0.506, Loss:  1.229
Epoch   1 Batch  161/269 - Train Accuracy:  0.475, Validation Accuracy:  0.510, Loss:  1.231
Epoch   1 Batch  162/269 - Train Accuracy:  0.479, Validation Accuracy:  0.505, Loss:  1.203
Epoch   1 Batch  163/269 - Train Accuracy:  0.452, Validation Accuracy:  0.491, Loss:  1.204
Epoch   1 Batch  164/269 - Train Accuracy:  0.496, Validation Accuracy:  0.510, Loss:  1.213
Epoch   1 Batch  165/269 - Train Accuracy:  0.421, Validation Accuracy:  0.482, Loss:  1.259
Epoch   1 Batch  166/269 - Train Accuracy:  0.529, Validation Accuracy:  0.508, Loss:  1.152
Epoch   1 Batch  167/269 - Train Accuracy:  0.490, Validation Accuracy:  0.505, Loss:  1.199
Epoch   1 Batch  168/269 - Train Accuracy:  0.457, Validation Accuracy:  0.492, Loss:  1.219
Epoch   1 Batch  169/269 - Train Accuracy:  0.476, Validation Accuracy:  0.504, Loss:  1.211
Epoch   1 Batch  170/269 - Train Accuracy:  0.489, Validation Accuracy:  0.508, Loss:  1.198
Epoch   1 Batch  171/269 - Train Accuracy:  0.449, Validation Accuracy:  0.505, Loss:  1.232
Epoch   1 Batch  172/269 - Train Accuracy:  0.489, Validation Accuracy:  0.513, Loss:  1.207
Epoch   1 Batch  173/269 - Train Accuracy:  0.471, Validation Accuracy:  0.504, Loss:  1.194
Epoch   1 Batch  174/269 - Train Accuracy:  0.463, Validation Accuracy:  0.488, Loss:  1.193
Epoch   1 Batch  175/269 - Train Accuracy:  0.485, Validation Accuracy:  0.513, Loss:  1.200
Epoch   1 Batch  176/269 - Train Accuracy:  0.457, Validation Accuracy:  0.500, Loss:  1.243
Epoch   1 Batch  177/269 - Train Accuracy:  0.467, Validation Accuracy:  0.491, Loss:  1.150
Epoch   1 Batch  178/269 - Train Accuracy:  0.470, Validation Accuracy:  0.513, Loss:  1.227
Epoch   1 Batch  179/269 - Train Accuracy:  0.478, Validation Accuracy:  0.510, Loss:  1.173
Epoch   1 Batch  180/269 - Train Accuracy:  0.457, Validation Accuracy:  0.492, Loss:  1.160
Epoch   1 Batch  181/269 - Train Accuracy:  0.472, Validation Accuracy:  0.496, Loss:  1.170
Epoch   1 Batch  182/269 - Train Accuracy:  0.488, Validation Accuracy:  0.510, Loss:  1.184
Epoch   1 Batch  183/269 - Train Accuracy:  0.562, Validation Accuracy:  0.516, Loss:  1.014
Epoch   1 Batch  184/269 - Train Accuracy:  0.486, Validation Accuracy:  0.522, Loss:  1.209
Epoch   1 Batch  185/269 - Train Accuracy:  0.511, Validation Accuracy:  0.527, Loss:  1.152
Epoch   1 Batch  186/269 - Train Accuracy:  0.467, Validation Accuracy:  0.521, Loss:  1.205
Epoch   1 Batch  187/269 - Train Accuracy:  0.498, Validation Accuracy:  0.519, Loss:  1.139
Epoch   1 Batch  188/269 - Train Accuracy:  0.519, Validation Accuracy:  0.520, Loss:  1.125
Epoch   1 Batch  189/269 - Train Accuracy:  0.516, Validation Accuracy:  0.533, Loss:  1.139
Epoch   1 Batch  190/269 - Train Accuracy:  0.502, Validation Accuracy:  0.530, Loss:  1.139
Epoch   1 Batch  191/269 - Train Accuracy:  0.499, Validation Accuracy:  0.528, Loss:  1.156
Epoch   1 Batch  192/269 - Train Accuracy:  0.493, Validation Accuracy:  0.517, Loss:  1.157
Epoch   1 Batch  193/269 - Train Accuracy:  0.491, Validation Accuracy:  0.517, Loss:  1.145
Epoch   1 Batch  194/269 - Train Accuracy:  0.475, Validation Accuracy:  0.510, Loss:  1.146
Epoch   1 Batch  195/269 - Train Accuracy:  0.479, Validation Accuracy:  0.507, Loss:  1.163
Epoch   1 Batch  196/269 - Train Accuracy:  0.490, Validation Accuracy:  0.507, Loss:  1.131
Epoch   1 Batch  197/269 - Train Accuracy:  0.454, Validation Accuracy:  0.504, Loss:  1.187
Epoch   1 Batch  198/269 - Train Accuracy:  0.453, Validation Accuracy:  0.497, Loss:  1.217
Epoch   1 Batch  199/269 - Train Accuracy:  0.473, Validation Accuracy:  0.500, Loss:  1.167
Epoch   1 Batch  200/269 - Train Accuracy:  0.465, Validation Accuracy:  0.503, Loss:  1.172
Epoch   1 Batch  201/269 - Train Accuracy:  0.479, Validation Accuracy:  0.498, Loss:  1.132
Epoch   1 Batch  202/269 - Train Accuracy:  0.485, Validation Accuracy:  0.500, Loss:  1.139
Epoch   1 Batch  203/269 - Train Accuracy:  0.453, Validation Accuracy:  0.503, Loss:  1.185
Epoch   1 Batch  204/269 - Train Accuracy:  0.459, Validation Accuracy:  0.512, Loss:  1.165
Epoch   1 Batch  205/269 - Train Accuracy:  0.488, Validation Accuracy:  0.512, Loss:  1.112
Epoch   1 Batch  206/269 - Train Accuracy:  0.469, Validation Accuracy:  0.517, Loss:  1.192
Epoch   1 Batch  207/269 - Train Accuracy:  0.518, Validation Accuracy:  0.517, Loss:  1.078
Epoch   1 Batch  208/269 - Train Accuracy:  0.470, Validation Accuracy:  0.518, Loss:  1.182
Epoch   1 Batch  209/269 - Train Accuracy:  0.471, Validation Accuracy:  0.512, Loss:  1.146
Epoch   1 Batch  210/269 - Train Accuracy:  0.500, Validation Accuracy:  0.505, Loss:  1.106
Epoch   1 Batch  211/269 - Train Accuracy:  0.484, Validation Accuracy:  0.502, Loss:  1.113
Epoch   1 Batch  212/269 - Train Accuracy:  0.485, Validation Accuracy:  0.500, Loss:  1.084
Epoch   1 Batch  213/269 - Train Accuracy:  0.500, Validation Accuracy:  0.505, Loss:  1.090
Epoch   1 Batch  214/269 - Train Accuracy:  0.497, Validation Accuracy:  0.503, Loss:  1.099
Epoch   1 Batch  215/269 - Train Accuracy:  0.504, Validation Accuracy:  0.504, Loss:  1.038
Epoch   1 Batch  216/269 - Train Accuracy:  0.460, Validation Accuracy:  0.503, Loss:  1.179
Epoch   1 Batch  217/269 - Train Accuracy:  0.447, Validation Accuracy:  0.502, Loss:  1.151
Epoch   1 Batch  218/269 - Train Accuracy:  0.467, Validation Accuracy:  0.502, Loss:  1.149
Epoch   1 Batch  219/269 - Train Accuracy:  0.465, Validation Accuracy:  0.499, Loss:  1.140
Epoch   1 Batch  220/269 - Train Accuracy:  0.511, Validation Accuracy:  0.506, Loss:  1.049
Epoch   1 Batch  221/269 - Train Accuracy:  0.508, Validation Accuracy:  0.506, Loss:  1.082
Epoch   1 Batch  222/269 - Train Accuracy:  0.498, Validation Accuracy:  0.510, Loss:  1.050
Epoch   1 Batch  223/269 - Train Accuracy:  0.497, Validation Accuracy:  0.511, Loss:  1.058
Epoch   1 Batch  224/269 - Train Accuracy:  0.501, Validation Accuracy:  0.521, Loss:  1.102
Epoch   1 Batch  225/269 - Train Accuracy:  0.480, Validation Accuracy:  0.517, Loss:  1.115
Epoch   1 Batch  226/269 - Train Accuracy:  0.491, Validation Accuracy:  0.516, Loss:  1.078
Epoch   1 Batch  227/269 - Train Accuracy:  0.573, Validation Accuracy:  0.521, Loss:  0.948
Epoch   1 Batch  228/269 - Train Accuracy:  0.492, Validation Accuracy:  0.517, Loss:  1.080
Epoch   1 Batch  229/269 - Train Accuracy:  0.506, Validation Accuracy:  0.512, Loss:  1.067
Epoch   1 Batch  230/269 - Train Accuracy:  0.496, Validation Accuracy:  0.513, Loss:  1.077
Epoch   1 Batch  231/269 - Train Accuracy:  0.473, Validation Accuracy:  0.508, Loss:  1.131
Epoch   1 Batch  232/269 - Train Accuracy:  0.455, Validation Accuracy:  0.508, Loss:  1.123
Epoch   1 Batch  233/269 - Train Accuracy:  0.488, Validation Accuracy:  0.510, Loss:  1.074
Epoch   1 Batch  234/269 - Train Accuracy:  0.496, Validation Accuracy:  0.516, Loss:  1.067
Epoch   1 Batch  235/269 - Train Accuracy:  0.496, Validation Accuracy:  0.510, Loss:  1.066
Epoch   1 Batch  236/269 - Train Accuracy:  0.495, Validation Accuracy:  0.517, Loss:  1.058
Epoch   1 Batch  237/269 - Train Accuracy:  0.494, Validation Accuracy:  0.511, Loss:  1.061
Epoch   1 Batch  238/269 - Train Accuracy:  0.509, Validation Accuracy:  0.527, Loss:  1.060
Epoch   1 Batch  239/269 - Train Accuracy:  0.508, Validation Accuracy:  0.517, Loss:  1.047
Epoch   1 Batch  240/269 - Train Accuracy:  0.535, Validation Accuracy:  0.516, Loss:  0.981
Epoch   1 Batch  241/269 - Train Accuracy:  0.494, Validation Accuracy:  0.510, Loss:  1.061
Epoch   1 Batch  242/269 - Train Accuracy:  0.484, Validation Accuracy:  0.509, Loss:  1.051
Epoch   1 Batch  243/269 - Train Accuracy:  0.516, Validation Accuracy:  0.515, Loss:  1.021
Epoch   1 Batch  244/269 - Train Accuracy:  0.491, Validation Accuracy:  0.496, Loss:  1.047
Epoch   1 Batch  245/269 - Train Accuracy:  0.481, Validation Accuracy:  0.514, Loss:  1.105
Epoch   1 Batch  246/269 - Train Accuracy:  0.486, Validation Accuracy:  0.512, Loss:  1.052
Epoch   1 Batch  247/269 - Train Accuracy:  0.470, Validation Accuracy:  0.514, Loss:  1.085
Epoch   1 Batch  248/269 - Train Accuracy:  0.495, Validation Accuracy:  0.523, Loss:  1.034
Epoch   1 Batch  249/269 - Train Accuracy:  0.529, Validation Accuracy:  0.533, Loss:  0.993
Epoch   1 Batch  250/269 - Train Accuracy:  0.512, Validation Accuracy:  0.539, Loss:  1.065
Epoch   1 Batch  251/269 - Train Accuracy:  0.534, Validation Accuracy:  0.542, Loss:  1.017
Epoch   1 Batch  252/269 - Train Accuracy:  0.511, Validation Accuracy:  0.544, Loss:  1.044
Epoch   1 Batch  253/269 - Train Accuracy:  0.513, Validation Accuracy:  0.541, Loss:  1.037
Epoch   1 Batch  254/269 - Train Accuracy:  0.526, Validation Accuracy:  0.536, Loss:  1.015
Epoch   1 Batch  255/269 - Train Accuracy:  0.530, Validation Accuracy:  0.529, Loss:  0.979
Epoch   1 Batch  256/269 - Train Accuracy:  0.491, Validation Accuracy:  0.522, Loss:  1.046
Epoch   1 Batch  257/269 - Train Accuracy:  0.483, Validation Accuracy:  0.512, Loss:  1.043
Epoch   1 Batch  258/269 - Train Accuracy:  0.483, Validation Accuracy:  0.511, Loss:  1.031
Epoch   1 Batch  259/269 - Train Accuracy:  0.496, Validation Accuracy:  0.512, Loss:  1.021
Epoch   1 Batch  260/269 - Train Accuracy:  0.476, Validation Accuracy:  0.507, Loss:  1.070
Epoch   1 Batch  261/269 - Train Accuracy:  0.446, Validation Accuracy:  0.506, Loss:  1.078
Epoch   1 Batch  262/269 - Train Accuracy:  0.488, Validation Accuracy:  0.506, Loss:  1.017
Epoch   1 Batch  263/269 - Train Accuracy:  0.467, Validation Accuracy:  0.508, Loss:  1.051
Epoch   1 Batch  264/269 - Train Accuracy:  0.471, Validation Accuracy:  0.506, Loss:  1.063
Epoch   1 Batch  265/269 - Train Accuracy:  0.477, Validation Accuracy:  0.515, Loss:  1.043
Epoch   1 Batch  266/269 - Train Accuracy:  0.506, Validation Accuracy:  0.514, Loss:  0.994
Epoch   1 Batch  267/269 - Train Accuracy:  0.495, Validation Accuracy:  0.512, Loss:  1.023
Epoch   2 Batch    0/269 - Train Accuracy:  0.476, Validation Accuracy:  0.515, Loss:  1.056
Epoch   2 Batch    1/269 - Train Accuracy:  0.474, Validation Accuracy:  0.514, Loss:  1.032
Epoch   2 Batch    2/269 - Train Accuracy:  0.480, Validation Accuracy:  0.517, Loss:  1.020
Epoch   2 Batch    3/269 - Train Accuracy:  0.487, Validation Accuracy:  0.528, Loss:  1.034
Epoch   2 Batch    4/269 - Train Accuracy:  0.494, Validation Accuracy:  0.532, Loss:  1.040
Epoch   2 Batch    5/269 - Train Accuracy:  0.480, Validation Accuracy:  0.533, Loss:  1.040
Epoch   2 Batch    6/269 - Train Accuracy:  0.520, Validation Accuracy:  0.532, Loss:  0.957
Epoch   2 Batch    7/269 - Train Accuracy:  0.519, Validation Accuracy:  0.536, Loss:  0.982
Epoch   2 Batch    8/269 - Train Accuracy:  0.482, Validation Accuracy:  0.530, Loss:  1.044
Epoch   2 Batch    9/269 - Train Accuracy:  0.517, Validation Accuracy:  0.540, Loss:  1.013
Epoch   2 Batch   10/269 - Train Accuracy:  0.492, Validation Accuracy:  0.533, Loss:  1.013
Epoch   2 Batch   11/269 - Train Accuracy:  0.490, Validation Accuracy:  0.523, Loss:  1.002
Epoch   2 Batch   12/269 - Train Accuracy:  0.478, Validation Accuracy:  0.522, Loss:  1.037
Epoch   2 Batch   13/269 - Train Accuracy:  0.530, Validation Accuracy:  0.520, Loss:  0.923
Epoch   2 Batch   14/269 - Train Accuracy:  0.472, Validation Accuracy:  0.506, Loss:  0.979
Epoch   2 Batch   15/269 - Train Accuracy:  0.492, Validation Accuracy:  0.517, Loss:  0.980
Epoch   2 Batch   16/269 - Train Accuracy:  0.513, Validation Accuracy:  0.524, Loss:  0.980
Epoch   2 Batch   17/269 - Train Accuracy:  0.485, Validation Accuracy:  0.504, Loss:  0.961
Epoch   2 Batch   18/269 - Train Accuracy:  0.459, Validation Accuracy:  0.506, Loss:  1.007
Epoch   2 Batch   19/269 - Train Accuracy:  0.521, Validation Accuracy:  0.519, Loss:  0.919
Epoch   2 Batch   20/269 - Train Accuracy:  0.472, Validation Accuracy:  0.515, Loss:  1.013
Epoch   2 Batch   21/269 - Train Accuracy:  0.465, Validation Accuracy:  0.510, Loss:  1.034
Epoch   2 Batch   22/269 - Train Accuracy:  0.508, Validation Accuracy:  0.520, Loss:  0.955
Epoch   2 Batch   23/269 - Train Accuracy:  0.504, Validation Accuracy:  0.519, Loss:  0.973
Epoch   2 Batch   24/269 - Train Accuracy:  0.471, Validation Accuracy:  0.521, Loss:  1.007
Epoch   2 Batch   25/269 - Train Accuracy:  0.469, Validation Accuracy:  0.523, Loss:  1.017
Epoch   2 Batch   26/269 - Train Accuracy:  0.526, Validation Accuracy:  0.521, Loss:  0.904
Epoch   2 Batch   27/269 - Train Accuracy:  0.490, Validation Accuracy:  0.517, Loss:  0.960
Epoch   2 Batch   28/269 - Train Accuracy:  0.467, Validation Accuracy:  0.526, Loss:  1.030
Epoch   2 Batch   29/269 - Train Accuracy:  0.473, Validation Accuracy:  0.526, Loss:  0.987
Epoch   2 Batch   30/269 - Train Accuracy:  0.507, Validation Accuracy:  0.509, Loss:  0.947
Epoch   2 Batch   31/269 - Train Accuracy:  0.515, Validation Accuracy:  0.520, Loss:  0.938
Epoch   2 Batch   32/269 - Train Accuracy:  0.494, Validation Accuracy:  0.512, Loss:  0.946
Epoch   2 Batch   33/269 - Train Accuracy:  0.508, Validation Accuracy:  0.515, Loss:  0.922
Epoch   2 Batch   34/269 - Train Accuracy:  0.505, Validation Accuracy:  0.514, Loss:  0.946
Epoch   2 Batch   35/269 - Train Accuracy:  0.495, Validation Accuracy:  0.517, Loss:  0.953
Epoch   2 Batch   36/269 - Train Accuracy:  0.505, Validation Accuracy:  0.514, Loss:  0.954
Epoch   2 Batch   37/269 - Train Accuracy:  0.506, Validation Accuracy:  0.525, Loss:  0.948
Epoch   2 Batch   38/269 - Train Accuracy:  0.511, Validation Accuracy:  0.524, Loss:  0.949
Epoch   2 Batch   39/269 - Train Accuracy:  0.505, Validation Accuracy:  0.529, Loss:  0.939
Epoch   2 Batch   40/269 - Train Accuracy:  0.508, Validation Accuracy:  0.551, Loss:  0.982
Epoch   2 Batch   41/269 - Train Accuracy:  0.521, Validation Accuracy:  0.541, Loss:  0.953
Epoch   2 Batch   42/269 - Train Accuracy:  0.532, Validation Accuracy:  0.529, Loss:  0.890
Epoch   2 Batch   43/269 - Train Accuracy:  0.514, Validation Accuracy:  0.545, Loss:  0.970
Epoch   2 Batch   44/269 - Train Accuracy:  0.537, Validation Accuracy:  0.546, Loss:  0.943
Epoch   2 Batch   45/269 - Train Accuracy:  0.515, Validation Accuracy:  0.553, Loss:  0.981
Epoch   2 Batch   46/269 - Train Accuracy:  0.514, Validation Accuracy:  0.545, Loss:  0.966
Epoch   2 Batch   47/269 - Train Accuracy:  0.560, Validation Accuracy:  0.547, Loss:  0.873
Epoch   2 Batch   48/269 - Train Accuracy:  0.528, Validation Accuracy:  0.545, Loss:  0.907
Epoch   2 Batch   49/269 - Train Accuracy:  0.515, Validation Accuracy:  0.549, Loss:  0.954
Epoch   2 Batch   50/269 - Train Accuracy:  0.522, Validation Accuracy:  0.556, Loss:  0.970
Epoch   2 Batch   51/269 - Train Accuracy:  0.530, Validation Accuracy:  0.553, Loss:  0.943
Epoch   2 Batch   52/269 - Train Accuracy:  0.528, Validation Accuracy:  0.547, Loss:  0.907
Epoch   2 Batch   53/269 - Train Accuracy:  0.494, Validation Accuracy:  0.534, Loss:  0.974
Epoch   2 Batch   54/269 - Train Accuracy:  0.508, Validation Accuracy:  0.535, Loss:  0.956
Epoch   2 Batch   55/269 - Train Accuracy:  0.524, Validation Accuracy:  0.542, Loss:  0.916
Epoch   2 Batch   56/269 - Train Accuracy:  0.533, Validation Accuracy:  0.541, Loss:  0.923
Epoch   2 Batch   57/269 - Train Accuracy:  0.519, Validation Accuracy:  0.531, Loss:  0.931
Epoch   2 Batch   58/269 - Train Accuracy:  0.506, Validation Accuracy:  0.518, Loss:  0.911
Epoch   2 Batch   59/269 - Train Accuracy:  0.517, Validation Accuracy:  0.521, Loss:  0.894
Epoch   2 Batch   60/269 - Train Accuracy:  0.517, Validation Accuracy:  0.529, Loss:  0.880
Epoch   2 Batch   61/269 - Train Accuracy:  0.535, Validation Accuracy:  0.531, Loss:  0.860
Epoch   2 Batch   62/269 - Train Accuracy:  0.536, Validation Accuracy:  0.534, Loss:  0.882
Epoch   2 Batch   63/269 - Train Accuracy:  0.498, Validation Accuracy:  0.532, Loss:  0.924
Epoch   2 Batch   64/269 - Train Accuracy:  0.521, Validation Accuracy:  0.536, Loss:  0.903
Epoch   2 Batch   65/269 - Train Accuracy:  0.518, Validation Accuracy:  0.530, Loss:  0.900
Epoch   2 Batch   66/269 - Train Accuracy:  0.523, Validation Accuracy:  0.535, Loss:  0.880
Epoch   2 Batch   67/269 - Train Accuracy:  0.520, Validation Accuracy:  0.547, Loss:  0.920
Epoch   2 Batch   68/269 - Train Accuracy:  0.511, Validation Accuracy:  0.544, Loss:  0.917
Epoch   2 Batch   69/269 - Train Accuracy:  0.497, Validation Accuracy:  0.544, Loss:  0.991
Epoch   2 Batch   70/269 - Train Accuracy:  0.536, Validation Accuracy:  0.546, Loss:  0.903
Epoch   2 Batch   71/269 - Train Accuracy:  0.515, Validation Accuracy:  0.547, Loss:  0.946
Epoch   2 Batch   72/269 - Train Accuracy:  0.541, Validation Accuracy:  0.550, Loss:  0.881
Epoch   2 Batch   73/269 - Train Accuracy:  0.532, Validation Accuracy:  0.556, Loss:  0.926
Epoch   2 Batch   74/269 - Train Accuracy:  0.519, Validation Accuracy:  0.547, Loss:  0.918
Epoch   2 Batch   75/269 - Train Accuracy:  0.529, Validation Accuracy:  0.546, Loss:  0.899
Epoch   2 Batch   76/269 - Train Accuracy:  0.523, Validation Accuracy:  0.560, Loss:  0.921
Epoch   2 Batch   77/269 - Train Accuracy:  0.563, Validation Accuracy:  0.557, Loss:  0.893
Epoch   2 Batch   78/269 - Train Accuracy:  0.542, Validation Accuracy:  0.549, Loss:  0.894
Epoch   2 Batch   79/269 - Train Accuracy:  0.543, Validation Accuracy:  0.554, Loss:  0.891
Epoch   2 Batch   80/269 - Train Accuracy:  0.544, Validation Accuracy:  0.551, Loss:  0.883
Epoch   2 Batch   81/269 - Train Accuracy:  0.544, Validation Accuracy:  0.554, Loss:  0.913
Epoch   2 Batch   82/269 - Train Accuracy:  0.545, Validation Accuracy:  0.557, Loss:  0.859
Epoch   2 Batch   83/269 - Train Accuracy:  0.539, Validation Accuracy:  0.541, Loss:  0.893
Epoch   2 Batch   84/269 - Train Accuracy:  0.535, Validation Accuracy:  0.552, Loss:  0.872
Epoch   2 Batch   85/269 - Train Accuracy:  0.534, Validation Accuracy:  0.550, Loss:  0.896
Epoch   2 Batch   86/269 - Train Accuracy:  0.524, Validation Accuracy:  0.549, Loss:  0.892
Epoch   2 Batch   87/269 - Train Accuracy:  0.515, Validation Accuracy:  0.558, Loss:  0.950
Epoch   2 Batch   88/269 - Train Accuracy:  0.541, Validation Accuracy:  0.564, Loss:  0.889
Epoch   2 Batch   89/269 - Train Accuracy:  0.566, Validation Accuracy:  0.562, Loss:  0.881
Epoch   2 Batch   90/269 - Train Accuracy:  0.512, Validation Accuracy:  0.560, Loss:  0.934
Epoch   2 Batch   91/269 - Train Accuracy:  0.543, Validation Accuracy:  0.566, Loss:  0.864
Epoch   2 Batch   92/269 - Train Accuracy:  0.545, Validation Accuracy:  0.566, Loss:  0.870
Epoch   2 Batch   93/269 - Train Accuracy:  0.569, Validation Accuracy:  0.560, Loss:  0.840
Epoch   2 Batch   94/269 - Train Accuracy:  0.556, Validation Accuracy:  0.564, Loss:  0.895
Epoch   2 Batch   95/269 - Train Accuracy:  0.555, Validation Accuracy:  0.563, Loss:  0.878
Epoch   2 Batch   96/269 - Train Accuracy:  0.538, Validation Accuracy:  0.558, Loss:  0.872
Epoch   2 Batch   97/269 - Train Accuracy:  0.544, Validation Accuracy:  0.564, Loss:  0.875
Epoch   2 Batch   98/269 - Train Accuracy:  0.567, Validation Accuracy:  0.567, Loss:  0.866
Epoch   2 Batch   99/269 - Train Accuracy:  0.523, Validation Accuracy:  0.551, Loss:  0.911
Epoch   2 Batch  100/269 - Train Accuracy:  0.552, Validation Accuracy:  0.554, Loss:  0.855
Epoch   2 Batch  101/269 - Train Accuracy:  0.523, Validation Accuracy:  0.558, Loss:  0.916
Epoch   2 Batch  102/269 - Train Accuracy:  0.551, Validation Accuracy:  0.554, Loss:  0.862
Epoch   2 Batch  103/269 - Train Accuracy:  0.542, Validation Accuracy:  0.555, Loss:  0.859
Epoch   2 Batch  104/269 - Train Accuracy:  0.549, Validation Accuracy:  0.555, Loss:  0.869
Epoch   2 Batch  105/269 - Train Accuracy:  0.536, Validation Accuracy:  0.552, Loss:  0.878
Epoch   2 Batch  106/269 - Train Accuracy:  0.540, Validation Accuracy:  0.551, Loss:  0.863
Epoch   2 Batch  107/269 - Train Accuracy:  0.517, Validation Accuracy:  0.563, Loss:  0.906
Epoch   2 Batch  108/269 - Train Accuracy:  0.545, Validation Accuracy:  0.554, Loss:  0.857
Epoch   2 Batch  109/269 - Train Accuracy:  0.528, Validation Accuracy:  0.550, Loss:  0.873
Epoch   2 Batch  110/269 - Train Accuracy:  0.548, Validation Accuracy:  0.559, Loss:  0.851
Epoch   2 Batch  111/269 - Train Accuracy:  0.534, Validation Accuracy:  0.559, Loss:  0.915
Epoch   2 Batch  112/269 - Train Accuracy:  0.548, Validation Accuracy:  0.555, Loss:  0.856
Epoch   2 Batch  113/269 - Train Accuracy:  0.558, Validation Accuracy:  0.552, Loss:  0.822
Epoch   2 Batch  114/269 - Train Accuracy:  0.547, Validation Accuracy:  0.555, Loss:  0.855
Epoch   2 Batch  115/269 - Train Accuracy:  0.525, Validation Accuracy:  0.554, Loss:  0.880
Epoch   2 Batch  116/269 - Train Accuracy:  0.550, Validation Accuracy:  0.560, Loss:  0.857
Epoch   2 Batch  117/269 - Train Accuracy:  0.557, Validation Accuracy:  0.566, Loss:  0.850
Epoch   2 Batch  118/269 - Train Accuracy:  0.562, Validation Accuracy:  0.555, Loss:  0.830
Epoch   2 Batch  119/269 - Train Accuracy:  0.524, Validation Accuracy:  0.558, Loss:  0.896
Epoch   2 Batch  120/269 - Train Accuracy:  0.545, Validation Accuracy:  0.565, Loss:  0.876
Epoch   2 Batch  121/269 - Train Accuracy:  0.557, Validation Accuracy:  0.566, Loss:  0.838
Epoch   2 Batch  122/269 - Train Accuracy:  0.545, Validation Accuracy:  0.560, Loss:  0.839
Epoch   2 Batch  123/269 - Train Accuracy:  0.531, Validation Accuracy:  0.554, Loss:  0.885
Epoch   2 Batch  124/269 - Train Accuracy:  0.544, Validation Accuracy:  0.564, Loss:  0.827
Epoch   2 Batch  125/269 - Train Accuracy:  0.561, Validation Accuracy:  0.565, Loss:  0.824
Epoch   2 Batch  126/269 - Train Accuracy:  0.564, Validation Accuracy:  0.562, Loss:  0.829
Epoch   2 Batch  127/269 - Train Accuracy:  0.547, Validation Accuracy:  0.566, Loss:  0.879
Epoch   2 Batch  128/269 - Train Accuracy:  0.578, Validation Accuracy:  0.570, Loss:  0.837
Epoch   2 Batch  129/269 - Train Accuracy:  0.550, Validation Accuracy:  0.574, Loss:  0.850
Epoch   2 Batch  130/269 - Train Accuracy:  0.541, Validation Accuracy:  0.575, Loss:  0.885
Epoch   2 Batch  131/269 - Train Accuracy:  0.543, Validation Accuracy:  0.571, Loss:  0.864
Epoch   2 Batch  132/269 - Train Accuracy:  0.551, Validation Accuracy:  0.573, Loss:  0.845
Epoch   2 Batch  133/269 - Train Accuracy:  0.566, Validation Accuracy:  0.565, Loss:  0.816
Epoch   2 Batch  134/269 - Train Accuracy:  0.538, Validation Accuracy:  0.563, Loss:  0.863
Epoch   2 Batch  135/269 - Train Accuracy:  0.539, Validation Accuracy:  0.572, Loss:  0.897
Epoch   2 Batch  136/269 - Train Accuracy:  0.530, Validation Accuracy:  0.564, Loss:  0.892
Epoch   2 Batch  137/269 - Train Accuracy:  0.546, Validation Accuracy:  0.568, Loss:  0.877
Epoch   2 Batch  138/269 - Train Accuracy:  0.546, Validation Accuracy:  0.571, Loss:  0.856
Epoch   2 Batch  139/269 - Train Accuracy:  0.580, Validation Accuracy:  0.574, Loss:  0.815
Epoch   2 Batch  140/269 - Train Accuracy:  0.576, Validation Accuracy:  0.572, Loss:  0.844
Epoch   2 Batch  141/269 - Train Accuracy:  0.558, Validation Accuracy:  0.564, Loss:  0.847
Epoch   2 Batch  142/269 - Train Accuracy:  0.563, Validation Accuracy:  0.570, Loss:  0.813
Epoch   2 Batch  143/269 - Train Accuracy:  0.563, Validation Accuracy:  0.573, Loss:  0.832
Epoch   2 Batch  144/269 - Train Accuracy:  0.568, Validation Accuracy:  0.573, Loss:  0.803
Epoch   2 Batch  145/269 - Train Accuracy:  0.562, Validation Accuracy:  0.572, Loss:  0.820
Epoch   2 Batch  146/269 - Train Accuracy:  0.560, Validation Accuracy:  0.568, Loss:  0.813
Epoch   2 Batch  147/269 - Train Accuracy:  0.589, Validation Accuracy:  0.575, Loss:  0.788
Epoch   2 Batch  148/269 - Train Accuracy:  0.569, Validation Accuracy:  0.578, Loss:  0.838
Epoch   2 Batch  149/269 - Train Accuracy:  0.578, Validation Accuracy:  0.579, Loss:  0.827
Epoch   2 Batch  150/269 - Train Accuracy:  0.572, Validation Accuracy:  0.578, Loss:  0.830
Epoch   2 Batch  151/269 - Train Accuracy:  0.596, Validation Accuracy:  0.578, Loss:  0.790
Epoch   2 Batch  152/269 - Train Accuracy:  0.561, Validation Accuracy:  0.570, Loss:  0.821
Epoch   2 Batch  153/269 - Train Accuracy:  0.570, Validation Accuracy:  0.570, Loss:  0.805
Epoch   2 Batch  154/269 - Train Accuracy:  0.535, Validation Accuracy:  0.569, Loss:  0.839
Epoch   2 Batch  155/269 - Train Accuracy:  0.593, Validation Accuracy:  0.567, Loss:  0.776
Epoch   2 Batch  156/269 - Train Accuracy:  0.546, Validation Accuracy:  0.571, Loss:  0.854
Epoch   2 Batch  157/269 - Train Accuracy:  0.570, Validation Accuracy:  0.577, Loss:  0.818
Epoch   2 Batch  158/269 - Train Accuracy:  0.572, Validation Accuracy:  0.576, Loss:  0.812
Epoch   2 Batch  159/269 - Train Accuracy:  0.573, Validation Accuracy:  0.577, Loss:  0.815
Epoch   2 Batch  160/269 - Train Accuracy:  0.578, Validation Accuracy:  0.580, Loss:  0.812
Epoch   2 Batch  161/269 - Train Accuracy:  0.570, Validation Accuracy:  0.580, Loss:  0.818
Epoch   2 Batch  162/269 - Train Accuracy:  0.560, Validation Accuracy:  0.569, Loss:  0.805
Epoch   2 Batch  163/269 - Train Accuracy:  0.570, Validation Accuracy:  0.554, Loss:  0.801
Epoch   2 Batch  164/269 - Train Accuracy:  0.573, Validation Accuracy:  0.569, Loss:  0.802
Epoch   2 Batch  165/269 - Train Accuracy:  0.555, Validation Accuracy:  0.582, Loss:  0.829
Epoch   2 Batch  166/269 - Train Accuracy:  0.602, Validation Accuracy:  0.586, Loss:  0.764
Epoch   2 Batch  167/269 - Train Accuracy:  0.566, Validation Accuracy:  0.575, Loss:  0.810
Epoch   2 Batch  168/269 - Train Accuracy:  0.559, Validation Accuracy:  0.572, Loss:  0.816
Epoch   2 Batch  169/269 - Train Accuracy:  0.564, Validation Accuracy:  0.578, Loss:  0.811
Epoch   2 Batch  170/269 - Train Accuracy:  0.572, Validation Accuracy:  0.578, Loss:  0.802
Epoch   2 Batch  171/269 - Train Accuracy:  0.563, Validation Accuracy:  0.580, Loss:  0.836
Epoch   2 Batch  172/269 - Train Accuracy:  0.568, Validation Accuracy:  0.578, Loss:  0.816
Epoch   2 Batch  173/269 - Train Accuracy:  0.576, Validation Accuracy:  0.578, Loss:  0.795
Epoch   2 Batch  174/269 - Train Accuracy:  0.565, Validation Accuracy:  0.576, Loss:  0.801
Epoch   2 Batch  175/269 - Train Accuracy:  0.580, Validation Accuracy:  0.579, Loss:  0.816
Epoch   2 Batch  176/269 - Train Accuracy:  0.554, Validation Accuracy:  0.576, Loss:  0.847
Epoch   2 Batch  177/269 - Train Accuracy:  0.580, Validation Accuracy:  0.579, Loss:  0.771
Epoch   2 Batch  178/269 - Train Accuracy:  0.566, Validation Accuracy:  0.576, Loss:  0.820
Epoch   2 Batch  179/269 - Train Accuracy:  0.580, Validation Accuracy:  0.572, Loss:  0.798
Epoch   2 Batch  180/269 - Train Accuracy:  0.568, Validation Accuracy:  0.575, Loss:  0.785
Epoch   2 Batch  181/269 - Train Accuracy:  0.565, Validation Accuracy:  0.575, Loss:  0.798
Epoch   2 Batch  182/269 - Train Accuracy:  0.564, Validation Accuracy:  0.570, Loss:  0.803
Epoch   2 Batch  183/269 - Train Accuracy:  0.626, Validation Accuracy:  0.574, Loss:  0.696
Epoch   2 Batch  184/269 - Train Accuracy:  0.559, Validation Accuracy:  0.573, Loss:  0.823
Epoch   2 Batch  185/269 - Train Accuracy:  0.558, Validation Accuracy:  0.566, Loss:  0.786
Epoch   2 Batch  186/269 - Train Accuracy:  0.535, Validation Accuracy:  0.573, Loss:  0.815
Epoch   2 Batch  187/269 - Train Accuracy:  0.568, Validation Accuracy:  0.572, Loss:  0.779
Epoch   2 Batch  188/269 - Train Accuracy:  0.588, Validation Accuracy:  0.577, Loss:  0.767
Epoch   2 Batch  189/269 - Train Accuracy:  0.587, Validation Accuracy:  0.579, Loss:  0.771
Epoch   2 Batch  190/269 - Train Accuracy:  0.571, Validation Accuracy:  0.579, Loss:  0.774
Epoch   2 Batch  191/269 - Train Accuracy:  0.583, Validation Accuracy:  0.580, Loss:  0.782
Epoch   2 Batch  192/269 - Train Accuracy:  0.576, Validation Accuracy:  0.579, Loss:  0.787
Epoch   2 Batch  193/269 - Train Accuracy:  0.584, Validation Accuracy:  0.585, Loss:  0.784
Epoch   2 Batch  194/269 - Train Accuracy:  0.586, Validation Accuracy:  0.580, Loss:  0.789
Epoch   2 Batch  195/269 - Train Accuracy:  0.569, Validation Accuracy:  0.581, Loss:  0.790
Epoch   2 Batch  196/269 - Train Accuracy:  0.559, Validation Accuracy:  0.584, Loss:  0.777
Epoch   2 Batch  197/269 - Train Accuracy:  0.557, Validation Accuracy:  0.582, Loss:  0.813
Epoch   2 Batch  198/269 - Train Accuracy:  0.557, Validation Accuracy:  0.575, Loss:  0.825
Epoch   2 Batch  199/269 - Train Accuracy:  0.559, Validation Accuracy:  0.566, Loss:  0.796
Epoch   2 Batch  200/269 - Train Accuracy:  0.553, Validation Accuracy:  0.576, Loss:  0.805
Epoch   2 Batch  201/269 - Train Accuracy:  0.575, Validation Accuracy:  0.577, Loss:  0.778
Epoch   2 Batch  202/269 - Train Accuracy:  0.558, Validation Accuracy:  0.569, Loss:  0.777
Epoch   2 Batch  203/269 - Train Accuracy:  0.539, Validation Accuracy:  0.569, Loss:  0.827
Epoch   2 Batch  204/269 - Train Accuracy:  0.554, Validation Accuracy:  0.581, Loss:  0.809
Epoch   2 Batch  205/269 - Train Accuracy:  0.568, Validation Accuracy:  0.578, Loss:  0.768
Epoch   2 Batch  206/269 - Train Accuracy:  0.549, Validation Accuracy:  0.574, Loss:  0.814
Epoch   2 Batch  207/269 - Train Accuracy:  0.593, Validation Accuracy:  0.577, Loss:  0.751
Epoch   2 Batch  208/269 - Train Accuracy:  0.543, Validation Accuracy:  0.580, Loss:  0.814
Epoch   2 Batch  209/269 - Train Accuracy:  0.572, Validation Accuracy:  0.580, Loss:  0.782
Epoch   2 Batch  210/269 - Train Accuracy:  0.586, Validation Accuracy:  0.582, Loss:  0.761
Epoch   2 Batch  211/269 - Train Accuracy:  0.579, Validation Accuracy:  0.586, Loss:  0.780
Epoch   2 Batch  212/269 - Train Accuracy:  0.585, Validation Accuracy:  0.581, Loss:  0.761
Epoch   2 Batch  213/269 - Train Accuracy:  0.581, Validation Accuracy:  0.583, Loss:  0.764
Epoch   2 Batch  214/269 - Train Accuracy:  0.583, Validation Accuracy:  0.582, Loss:  0.763
Epoch   2 Batch  215/269 - Train Accuracy:  0.609, Validation Accuracy:  0.583, Loss:  0.722
Epoch   2 Batch  216/269 - Train Accuracy:  0.547, Validation Accuracy:  0.578, Loss:  0.819
Epoch   2 Batch  217/269 - Train Accuracy:  0.554, Validation Accuracy:  0.583, Loss:  0.795
Epoch   2 Batch  218/269 - Train Accuracy:  0.561, Validation Accuracy:  0.580, Loss:  0.796
Epoch   2 Batch  219/269 - Train Accuracy:  0.570, Validation Accuracy:  0.577, Loss:  0.797
Epoch   2 Batch  220/269 - Train Accuracy:  0.583, Validation Accuracy:  0.583, Loss:  0.728
Epoch   2 Batch  221/269 - Train Accuracy:  0.597, Validation Accuracy:  0.578, Loss:  0.761
Epoch   2 Batch  222/269 - Train Accuracy:  0.586, Validation Accuracy:  0.579, Loss:  0.735
Epoch   2 Batch  223/269 - Train Accuracy:  0.571, Validation Accuracy:  0.581, Loss:  0.742
Epoch   2 Batch  224/269 - Train Accuracy:  0.585, Validation Accuracy:  0.580, Loss:  0.783
Epoch   2 Batch  225/269 - Train Accuracy:  0.573, Validation Accuracy:  0.577, Loss:  0.772
Epoch   2 Batch  226/269 - Train Accuracy:  0.571, Validation Accuracy:  0.582, Loss:  0.758
Epoch   2 Batch  227/269 - Train Accuracy:  0.630, Validation Accuracy:  0.580, Loss:  0.671
Epoch   2 Batch  228/269 - Train Accuracy:  0.569, Validation Accuracy:  0.573, Loss:  0.755
Epoch   2 Batch  229/269 - Train Accuracy:  0.576, Validation Accuracy:  0.574, Loss:  0.747
Epoch   2 Batch  230/269 - Train Accuracy:  0.570, Validation Accuracy:  0.578, Loss:  0.757
Epoch   2 Batch  231/269 - Train Accuracy:  0.546, Validation Accuracy:  0.579, Loss:  0.796
Epoch   2 Batch  232/269 - Train Accuracy:  0.544, Validation Accuracy:  0.577, Loss:  0.795
Epoch   2 Batch  233/269 - Train Accuracy:  0.580, Validation Accuracy:  0.579, Loss:  0.759
Epoch   2 Batch  234/269 - Train Accuracy:  0.579, Validation Accuracy:  0.582, Loss:  0.748
Epoch   2 Batch  235/269 - Train Accuracy:  0.573, Validation Accuracy:  0.577, Loss:  0.749
Epoch   2 Batch  236/269 - Train Accuracy:  0.561, Validation Accuracy:  0.585, Loss:  0.749
Epoch   2 Batch  237/269 - Train Accuracy:  0.564, Validation Accuracy:  0.582, Loss:  0.754
Epoch   2 Batch  238/269 - Train Accuracy:  0.593, Validation Accuracy:  0.577, Loss:  0.742
Epoch   2 Batch  239/269 - Train Accuracy:  0.586, Validation Accuracy:  0.580, Loss:  0.742
Epoch   2 Batch  240/269 - Train Accuracy:  0.611, Validation Accuracy:  0.587, Loss:  0.689
Epoch   2 Batch  241/269 - Train Accuracy:  0.587, Validation Accuracy:  0.583, Loss:  0.760
Epoch   2 Batch  242/269 - Train Accuracy:  0.569, Validation Accuracy:  0.577, Loss:  0.746
Epoch   2 Batch  243/269 - Train Accuracy:  0.599, Validation Accuracy:  0.585, Loss:  0.726
Epoch   2 Batch  244/269 - Train Accuracy:  0.575, Validation Accuracy:  0.575, Loss:  0.747
Epoch   2 Batch  245/269 - Train Accuracy:  0.556, Validation Accuracy:  0.584, Loss:  0.786
Epoch   2 Batch  246/269 - Train Accuracy:  0.565, Validation Accuracy:  0.583, Loss:  0.750
Epoch   2 Batch  247/269 - Train Accuracy:  0.569, Validation Accuracy:  0.583, Loss:  0.773
Epoch   2 Batch  248/269 - Train Accuracy:  0.563, Validation Accuracy:  0.587, Loss:  0.734
Epoch   2 Batch  249/269 - Train Accuracy:  0.607, Validation Accuracy:  0.585, Loss:  0.706
Epoch   2 Batch  250/269 - Train Accuracy:  0.577, Validation Accuracy:  0.591, Loss:  0.761
Epoch   2 Batch  251/269 - Train Accuracy:  0.593, Validation Accuracy:  0.590, Loss:  0.726
Epoch   2 Batch  252/269 - Train Accuracy:  0.591, Validation Accuracy:  0.593, Loss:  0.747
Epoch   2 Batch  253/269 - Train Accuracy:  0.571, Validation Accuracy:  0.592, Loss:  0.750
Epoch   2 Batch  254/269 - Train Accuracy:  0.583, Validation Accuracy:  0.584, Loss:  0.731
Epoch   2 Batch  255/269 - Train Accuracy:  0.603, Validation Accuracy:  0.580, Loss:  0.708
Epoch   2 Batch  256/269 - Train Accuracy:  0.569, Validation Accuracy:  0.592, Loss:  0.748
Epoch   2 Batch  257/269 - Train Accuracy:  0.565, Validation Accuracy:  0.598, Loss:  0.751
Epoch   2 Batch  258/269 - Train Accuracy:  0.572, Validation Accuracy:  0.586, Loss:  0.741
Epoch   2 Batch  259/269 - Train Accuracy:  0.603, Validation Accuracy:  0.597, Loss:  0.739
Epoch   2 Batch  260/269 - Train Accuracy:  0.567, Validation Accuracy:  0.586, Loss:  0.776
Epoch   2 Batch  261/269 - Train Accuracy:  0.543, Validation Accuracy:  0.589, Loss:  0.783
Epoch   2 Batch  262/269 - Train Accuracy:  0.590, Validation Accuracy:  0.589, Loss:  0.734
Epoch   2 Batch  263/269 - Train Accuracy:  0.581, Validation Accuracy:  0.589, Loss:  0.759
Epoch   2 Batch  264/269 - Train Accuracy:  0.552, Validation Accuracy:  0.584, Loss:  0.770
Epoch   2 Batch  265/269 - Train Accuracy:  0.570, Validation Accuracy:  0.587, Loss:  0.757
Epoch   2 Batch  266/269 - Train Accuracy:  0.590, Validation Accuracy:  0.585, Loss:  0.719
Epoch   2 Batch  267/269 - Train Accuracy:  0.583, Validation Accuracy:  0.581, Loss:  0.741
Epoch   3 Batch    0/269 - Train Accuracy:  0.560, Validation Accuracy:  0.582, Loss:  0.763
Epoch   3 Batch    1/269 - Train Accuracy:  0.566, Validation Accuracy:  0.581, Loss:  0.746
Epoch   3 Batch    2/269 - Train Accuracy:  0.552, Validation Accuracy:  0.582, Loss:  0.736
Epoch   3 Batch    3/269 - Train Accuracy:  0.578, Validation Accuracy:  0.590, Loss:  0.744
Epoch   3 Batch    4/269 - Train Accuracy:  0.567, Validation Accuracy:  0.595, Loss:  0.758
Epoch   3 Batch    5/269 - Train Accuracy:  0.559, Validation Accuracy:  0.595, Loss:  0.752
Epoch   3 Batch    6/269 - Train Accuracy:  0.593, Validation Accuracy:  0.596, Loss:  0.699
Epoch   3 Batch    7/269 - Train Accuracy:  0.575, Validation Accuracy:  0.580, Loss:  0.716
Epoch   3 Batch    8/269 - Train Accuracy:  0.555, Validation Accuracy:  0.580, Loss:  0.760
Epoch   3 Batch    9/269 - Train Accuracy:  0.577, Validation Accuracy:  0.588, Loss:  0.741
Epoch   3 Batch   10/269 - Train Accuracy:  0.577, Validation Accuracy:  0.591, Loss:  0.740
Epoch   3 Batch   11/269 - Train Accuracy:  0.576, Validation Accuracy:  0.594, Loss:  0.734
Epoch   3 Batch   12/269 - Train Accuracy:  0.557, Validation Accuracy:  0.595, Loss:  0.757
Epoch   3 Batch   13/269 - Train Accuracy:  0.602, Validation Accuracy:  0.584, Loss:  0.676
Epoch   3 Batch   14/269 - Train Accuracy:  0.591, Validation Accuracy:  0.590, Loss:  0.718
Epoch   3 Batch   15/269 - Train Accuracy:  0.583, Validation Accuracy:  0.603, Loss:  0.712
Epoch   3 Batch   16/269 - Train Accuracy:  0.606, Validation Accuracy:  0.599, Loss:  0.715
Epoch   3 Batch   17/269 - Train Accuracy:  0.590, Validation Accuracy:  0.596, Loss:  0.704
Epoch   3 Batch   18/269 - Train Accuracy:  0.560, Validation Accuracy:  0.593, Loss:  0.734
Epoch   3 Batch   19/269 - Train Accuracy:  0.611, Validation Accuracy:  0.595, Loss:  0.668
Epoch   3 Batch   20/269 - Train Accuracy:  0.580, Validation Accuracy:  0.595, Loss:  0.739
Epoch   3 Batch   21/269 - Train Accuracy:  0.570, Validation Accuracy:  0.589, Loss:  0.762
Epoch   3 Batch   22/269 - Train Accuracy:  0.592, Validation Accuracy:  0.598, Loss:  0.698
Epoch   3 Batch   23/269 - Train Accuracy:  0.599, Validation Accuracy:  0.598, Loss:  0.709
Epoch   3 Batch   24/269 - Train Accuracy:  0.565, Validation Accuracy:  0.584, Loss:  0.744
Epoch   3 Batch   25/269 - Train Accuracy:  0.578, Validation Accuracy:  0.598, Loss:  0.753
Epoch   3 Batch   26/269 - Train Accuracy:  0.618, Validation Accuracy:  0.600, Loss:  0.666
Epoch   3 Batch   27/269 - Train Accuracy:  0.571, Validation Accuracy:  0.593, Loss:  0.704
Epoch   3 Batch   28/269 - Train Accuracy:  0.553, Validation Accuracy:  0.606, Loss:  0.762
Epoch   3 Batch   29/269 - Train Accuracy:  0.584, Validation Accuracy:  0.601, Loss:  0.729
Epoch   3 Batch   30/269 - Train Accuracy:  0.591, Validation Accuracy:  0.589, Loss:  0.699
Epoch   3 Batch   31/269 - Train Accuracy:  0.602, Validation Accuracy:  0.605, Loss:  0.693
Epoch   3 Batch   32/269 - Train Accuracy:  0.592, Validation Accuracy:  0.605, Loss:  0.699
Epoch   3 Batch   33/269 - Train Accuracy:  0.607, Validation Accuracy:  0.598, Loss:  0.680
Epoch   3 Batch   34/269 - Train Accuracy:  0.598, Validation Accuracy:  0.595, Loss:  0.697
Epoch   3 Batch   35/269 - Train Accuracy:  0.598, Validation Accuracy:  0.598, Loss:  0.709
Epoch   3 Batch   36/269 - Train Accuracy:  0.595, Validation Accuracy:  0.597, Loss:  0.701
Epoch   3 Batch   37/269 - Train Accuracy:  0.605, Validation Accuracy:  0.601, Loss:  0.693
Epoch   3 Batch   38/269 - Train Accuracy:  0.603, Validation Accuracy:  0.605, Loss:  0.696
Epoch   3 Batch   39/269 - Train Accuracy:  0.601, Validation Accuracy:  0.604, Loss:  0.690
Epoch   3 Batch   40/269 - Train Accuracy:  0.577, Validation Accuracy:  0.594, Loss:  0.724
Epoch   3 Batch   41/269 - Train Accuracy:  0.578, Validation Accuracy:  0.588, Loss:  0.707
Epoch   3 Batch   42/269 - Train Accuracy:  0.626, Validation Accuracy:  0.599, Loss:  0.657
Epoch   3 Batch   43/269 - Train Accuracy:  0.583, Validation Accuracy:  0.603, Loss:  0.715
Epoch   3 Batch   44/269 - Train Accuracy:  0.607, Validation Accuracy:  0.596, Loss:  0.697
Epoch   3 Batch   45/269 - Train Accuracy:  0.568, Validation Accuracy:  0.601, Loss:  0.725
Epoch   3 Batch   46/269 - Train Accuracy:  0.591, Validation Accuracy:  0.600, Loss:  0.718
Epoch   3 Batch   47/269 - Train Accuracy:  0.620, Validation Accuracy:  0.599, Loss:  0.644
Epoch   3 Batch   48/269 - Train Accuracy:  0.598, Validation Accuracy:  0.604, Loss:  0.673
Epoch   3 Batch   49/269 - Train Accuracy:  0.579, Validation Accuracy:  0.604, Loss:  0.704
Epoch   3 Batch   50/269 - Train Accuracy:  0.577, Validation Accuracy:  0.595, Loss:  0.717
Epoch   3 Batch   51/269 - Train Accuracy:  0.583, Validation Accuracy:  0.594, Loss:  0.695
Epoch   3 Batch   52/269 - Train Accuracy:  0.589, Validation Accuracy:  0.599, Loss:  0.665
Epoch   3 Batch   53/269 - Train Accuracy:  0.571, Validation Accuracy:  0.598, Loss:  0.722
Epoch   3 Batch   54/269 - Train Accuracy:  0.588, Validation Accuracy:  0.600, Loss:  0.707
Epoch   3 Batch   55/269 - Train Accuracy:  0.609, Validation Accuracy:  0.600, Loss:  0.678
Epoch   3 Batch   56/269 - Train Accuracy:  0.609, Validation Accuracy:  0.600, Loss:  0.686
Epoch   3 Batch   57/269 - Train Accuracy:  0.600, Validation Accuracy:  0.595, Loss:  0.692
Epoch   3 Batch   58/269 - Train Accuracy:  0.602, Validation Accuracy:  0.598, Loss:  0.675
Epoch   3 Batch   59/269 - Train Accuracy:  0.614, Validation Accuracy:  0.602, Loss:  0.656
Epoch   3 Batch   60/269 - Train Accuracy:  0.608, Validation Accuracy:  0.606, Loss:  0.652
Epoch   3 Batch   61/269 - Train Accuracy:  0.614, Validation Accuracy:  0.604, Loss:  0.638
Epoch   3 Batch   62/269 - Train Accuracy:  0.611, Validation Accuracy:  0.599, Loss:  0.655
Epoch   3 Batch   63/269 - Train Accuracy:  0.588, Validation Accuracy:  0.600, Loss:  0.691
Epoch   3 Batch   64/269 - Train Accuracy:  0.598, Validation Accuracy:  0.600, Loss:  0.671
Epoch   3 Batch   65/269 - Train Accuracy:  0.591, Validation Accuracy:  0.601, Loss:  0.671
Epoch   3 Batch   66/269 - Train Accuracy:  0.607, Validation Accuracy:  0.603, Loss:  0.657
Epoch   3 Batch   67/269 - Train Accuracy:  0.594, Validation Accuracy:  0.604, Loss:  0.690
Epoch   3 Batch   68/269 - Train Accuracy:  0.582, Validation Accuracy:  0.593, Loss:  0.683
Epoch   3 Batch   69/269 - Train Accuracy:  0.563, Validation Accuracy:  0.594, Loss:  0.742
Epoch   3 Batch   70/269 - Train Accuracy:  0.604, Validation Accuracy:  0.599, Loss:  0.681
Epoch   3 Batch   71/269 - Train Accuracy:  0.587, Validation Accuracy:  0.604, Loss:  0.707
Epoch   3 Batch   72/269 - Train Accuracy:  0.608, Validation Accuracy:  0.602, Loss:  0.666
Epoch   3 Batch   73/269 - Train Accuracy:  0.604, Validation Accuracy:  0.604, Loss:  0.688
Epoch   3 Batch   74/269 - Train Accuracy:  0.610, Validation Accuracy:  0.607, Loss:  0.685
Epoch   3 Batch   75/269 - Train Accuracy:  0.592, Validation Accuracy:  0.605, Loss:  0.675
Epoch   3 Batch   76/269 - Train Accuracy:  0.595, Validation Accuracy:  0.612, Loss:  0.683
Epoch   3 Batch   77/269 - Train Accuracy:  0.624, Validation Accuracy:  0.612, Loss:  0.670
Epoch   3 Batch   78/269 - Train Accuracy:  0.606, Validation Accuracy:  0.604, Loss:  0.664
Epoch   3 Batch   79/269 - Train Accuracy:  0.603, Validation Accuracy:  0.600, Loss:  0.664
Epoch   3 Batch   80/269 - Train Accuracy:  0.606, Validation Accuracy:  0.605, Loss:  0.664
Epoch   3 Batch   81/269 - Train Accuracy:  0.596, Validation Accuracy:  0.601, Loss:  0.679
Epoch   3 Batch   82/269 - Train Accuracy:  0.603, Validation Accuracy:  0.609, Loss:  0.645
Epoch   3 Batch   83/269 - Train Accuracy:  0.610, Validation Accuracy:  0.611, Loss:  0.678
Epoch   3 Batch   84/269 - Train Accuracy:  0.607, Validation Accuracy:  0.601, Loss:  0.651
Epoch   3 Batch   85/269 - Train Accuracy:  0.598, Validation Accuracy:  0.606, Loss:  0.666
Epoch   3 Batch   86/269 - Train Accuracy:  0.585, Validation Accuracy:  0.607, Loss:  0.662
Epoch   3 Batch   87/269 - Train Accuracy:  0.587, Validation Accuracy:  0.601, Loss:  0.708
Epoch   3 Batch   88/269 - Train Accuracy:  0.597, Validation Accuracy:  0.607, Loss:  0.666
Epoch   3 Batch   89/269 - Train Accuracy:  0.617, Validation Accuracy:  0.606, Loss:  0.664
Epoch   3 Batch   90/269 - Train Accuracy:  0.566, Validation Accuracy:  0.597, Loss:  0.704
Epoch   3 Batch   91/269 - Train Accuracy:  0.606, Validation Accuracy:  0.609, Loss:  0.648
Epoch   3 Batch   92/269 - Train Accuracy:  0.598, Validation Accuracy:  0.608, Loss:  0.655
Epoch   3 Batch   93/269 - Train Accuracy:  0.606, Validation Accuracy:  0.597, Loss:  0.633
Epoch   3 Batch   94/269 - Train Accuracy:  0.596, Validation Accuracy:  0.604, Loss:  0.675
Epoch   3 Batch   95/269 - Train Accuracy:  0.606, Validation Accuracy:  0.611, Loss:  0.663
Epoch   3 Batch   96/269 - Train Accuracy:  0.596, Validation Accuracy:  0.606, Loss:  0.660
Epoch   3 Batch   97/269 - Train Accuracy:  0.591, Validation Accuracy:  0.607, Loss:  0.655
Epoch   3 Batch   98/269 - Train Accuracy:  0.614, Validation Accuracy:  0.605, Loss:  0.659
Epoch   3 Batch   99/269 - Train Accuracy:  0.576, Validation Accuracy:  0.601, Loss:  0.685
Epoch   3 Batch  100/269 - Train Accuracy:  0.611, Validation Accuracy:  0.610, Loss:  0.650
Epoch   3 Batch  101/269 - Train Accuracy:  0.576, Validation Accuracy:  0.610, Loss:  0.693
Epoch   3 Batch  102/269 - Train Accuracy:  0.602, Validation Accuracy:  0.605, Loss:  0.656
Epoch   3 Batch  103/269 - Train Accuracy:  0.594, Validation Accuracy:  0.606, Loss:  0.644
Epoch   3 Batch  104/269 - Train Accuracy:  0.596, Validation Accuracy:  0.609, Loss:  0.656
Epoch   3 Batch  105/269 - Train Accuracy:  0.597, Validation Accuracy:  0.608, Loss:  0.667
Epoch   3 Batch  106/269 - Train Accuracy:  0.606, Validation Accuracy:  0.605, Loss:  0.649
Epoch   3 Batch  107/269 - Train Accuracy:  0.577, Validation Accuracy:  0.613, Loss:  0.689
Epoch   3 Batch  108/269 - Train Accuracy:  0.597, Validation Accuracy:  0.604, Loss:  0.650
Epoch   3 Batch  109/269 - Train Accuracy:  0.578, Validation Accuracy:  0.606, Loss:  0.660
Epoch   3 Batch  110/269 - Train Accuracy:  0.598, Validation Accuracy:  0.611, Loss:  0.645
Epoch   3 Batch  111/269 - Train Accuracy:  0.571, Validation Accuracy:  0.603, Loss:  0.690
Epoch   3 Batch  112/269 - Train Accuracy:  0.602, Validation Accuracy:  0.594, Loss:  0.652
Epoch   3 Batch  113/269 - Train Accuracy:  0.601, Validation Accuracy:  0.596, Loss:  0.625
Epoch   3 Batch  114/269 - Train Accuracy:  0.595, Validation Accuracy:  0.603, Loss:  0.649
Epoch   3 Batch  115/269 - Train Accuracy:  0.589, Validation Accuracy:  0.601, Loss:  0.672
Epoch   3 Batch  116/269 - Train Accuracy:  0.595, Validation Accuracy:  0.592, Loss:  0.658
Epoch   3 Batch  117/269 - Train Accuracy:  0.590, Validation Accuracy:  0.597, Loss:  0.648
Epoch   3 Batch  118/269 - Train Accuracy:  0.613, Validation Accuracy:  0.599, Loss:  0.629
Epoch   3 Batch  119/269 - Train Accuracy:  0.581, Validation Accuracy:  0.602, Loss:  0.678
Epoch   3 Batch  120/269 - Train Accuracy:  0.597, Validation Accuracy:  0.607, Loss:  0.669
Epoch   3 Batch  121/269 - Train Accuracy:  0.601, Validation Accuracy:  0.608, Loss:  0.636
Epoch   3 Batch  122/269 - Train Accuracy:  0.605, Validation Accuracy:  0.612, Loss:  0.637
Epoch   3 Batch  123/269 - Train Accuracy:  0.586, Validation Accuracy:  0.611, Loss:  0.673
Epoch   3 Batch  124/269 - Train Accuracy:  0.601, Validation Accuracy:  0.612, Loss:  0.630
Epoch   3 Batch  125/269 - Train Accuracy:  0.607, Validation Accuracy:  0.616, Loss:  0.631
Epoch   3 Batch  126/269 - Train Accuracy:  0.601, Validation Accuracy:  0.607, Loss:  0.635
Epoch   3 Batch  127/269 - Train Accuracy:  0.588, Validation Accuracy:  0.610, Loss:  0.666
Epoch   3 Batch  128/269 - Train Accuracy:  0.623, Validation Accuracy:  0.619, Loss:  0.638
Epoch   3 Batch  129/269 - Train Accuracy:  0.603, Validation Accuracy:  0.618, Loss:  0.644
Epoch   3 Batch  130/269 - Train Accuracy:  0.587, Validation Accuracy:  0.617, Loss:  0.670
Epoch   3 Batch  131/269 - Train Accuracy:  0.582, Validation Accuracy:  0.610, Loss:  0.658
Epoch   3 Batch  132/269 - Train Accuracy:  0.606, Validation Accuracy:  0.610, Loss:  0.648
Epoch   3 Batch  133/269 - Train Accuracy:  0.612, Validation Accuracy:  0.616, Loss:  0.619
Epoch   3 Batch  134/269 - Train Accuracy:  0.592, Validation Accuracy:  0.615, Loss:  0.656
Epoch   3 Batch  135/269 - Train Accuracy:  0.575, Validation Accuracy:  0.611, Loss:  0.685
Epoch   3 Batch  136/269 - Train Accuracy:  0.583, Validation Accuracy:  0.611, Loss:  0.686
Epoch   3 Batch  137/269 - Train Accuracy:  0.594, Validation Accuracy:  0.613, Loss:  0.675
Epoch   3 Batch  138/269 - Train Accuracy:  0.595, Validation Accuracy:  0.616, Loss:  0.660
Epoch   3 Batch  139/269 - Train Accuracy:  0.623, Validation Accuracy:  0.611, Loss:  0.622
Epoch   3 Batch  140/269 - Train Accuracy:  0.606, Validation Accuracy:  0.594, Loss:  0.649
Epoch   3 Batch  141/269 - Train Accuracy:  0.613, Validation Accuracy:  0.613, Loss:  0.651
Epoch   3 Batch  142/269 - Train Accuracy:  0.610, Validation Accuracy:  0.617, Loss:  0.617
Epoch   3 Batch  143/269 - Train Accuracy:  0.607, Validation Accuracy:  0.613, Loss:  0.634
Epoch   3 Batch  144/269 - Train Accuracy:  0.612, Validation Accuracy:  0.619, Loss:  0.611
Epoch   3 Batch  145/269 - Train Accuracy:  0.599, Validation Accuracy:  0.600, Loss:  0.628
Epoch   3 Batch  146/269 - Train Accuracy:  0.598, Validation Accuracy:  0.608, Loss:  0.621
Epoch   3 Batch  147/269 - Train Accuracy:  0.634, Validation Accuracy:  0.619, Loss:  0.605
Epoch   3 Batch  148/269 - Train Accuracy:  0.600, Validation Accuracy:  0.617, Loss:  0.638
Epoch   3 Batch  149/269 - Train Accuracy:  0.607, Validation Accuracy:  0.619, Loss:  0.639
Epoch   3 Batch  150/269 - Train Accuracy:  0.604, Validation Accuracy:  0.613, Loss:  0.636
Epoch   3 Batch  151/269 - Train Accuracy:  0.640, Validation Accuracy:  0.617, Loss:  0.607
Epoch   3 Batch  152/269 - Train Accuracy:  0.613, Validation Accuracy:  0.617, Loss:  0.630
Epoch   3 Batch  153/269 - Train Accuracy:  0.614, Validation Accuracy:  0.612, Loss:  0.619
Epoch   3 Batch  154/269 - Train Accuracy:  0.604, Validation Accuracy:  0.613, Loss:  0.644
Epoch   3 Batch  155/269 - Train Accuracy:  0.631, Validation Accuracy:  0.617, Loss:  0.598
Epoch   3 Batch  156/269 - Train Accuracy:  0.594, Validation Accuracy:  0.617, Loss:  0.659
Epoch   3 Batch  157/269 - Train Accuracy:  0.612, Validation Accuracy:  0.620, Loss:  0.629
Epoch   3 Batch  158/269 - Train Accuracy:  0.599, Validation Accuracy:  0.604, Loss:  0.630
Epoch   3 Batch  159/269 - Train Accuracy:  0.614, Validation Accuracy:  0.615, Loss:  0.631
Epoch   3 Batch  160/269 - Train Accuracy:  0.608, Validation Accuracy:  0.614, Loss:  0.621
Epoch   3 Batch  161/269 - Train Accuracy:  0.599, Validation Accuracy:  0.602, Loss:  0.632
Epoch   3 Batch  162/269 - Train Accuracy:  0.617, Validation Accuracy:  0.624, Loss:  0.625
Epoch   3 Batch  163/269 - Train Accuracy:  0.627, Validation Accuracy:  0.621, Loss:  0.620
Epoch   3 Batch  164/269 - Train Accuracy:  0.617, Validation Accuracy:  0.602, Loss:  0.612
Epoch   3 Batch  165/269 - Train Accuracy:  0.602, Validation Accuracy:  0.618, Loss:  0.647
Epoch   3 Batch  166/269 - Train Accuracy:  0.636, Validation Accuracy:  0.619, Loss:  0.593
Epoch   3 Batch  167/269 - Train Accuracy:  0.600, Validation Accuracy:  0.606, Loss:  0.623
Epoch   3 Batch  168/269 - Train Accuracy:  0.600, Validation Accuracy:  0.619, Loss:  0.636
Epoch   3 Batch  169/269 - Train Accuracy:  0.614, Validation Accuracy:  0.617, Loss:  0.628
Epoch   3 Batch  170/269 - Train Accuracy:  0.609, Validation Accuracy:  0.610, Loss:  0.616
Epoch   3 Batch  171/269 - Train Accuracy:  0.608, Validation Accuracy:  0.619, Loss:  0.652
Epoch   3 Batch  172/269 - Train Accuracy:  0.605, Validation Accuracy:  0.614, Loss:  0.629
Epoch   3 Batch  173/269 - Train Accuracy:  0.599, Validation Accuracy:  0.605, Loss:  0.610
Epoch   3 Batch  174/269 - Train Accuracy:  0.586, Validation Accuracy:  0.612, Loss:  0.622
Epoch   3 Batch  175/269 - Train Accuracy:  0.610, Validation Accuracy:  0.617, Loss:  0.634
Epoch   3 Batch  176/269 - Train Accuracy:  0.589, Validation Accuracy:  0.610, Loss:  0.657
Epoch   3 Batch  177/269 - Train Accuracy:  0.614, Validation Accuracy:  0.614, Loss:  0.600
Epoch   3 Batch  178/269 - Train Accuracy:  0.597, Validation Accuracy:  0.609, Loss:  0.631
Epoch   3 Batch  179/269 - Train Accuracy:  0.615, Validation Accuracy:  0.609, Loss:  0.621
Epoch   3 Batch  180/269 - Train Accuracy:  0.612, Validation Accuracy:  0.615, Loss:  0.612
Epoch   3 Batch  181/269 - Train Accuracy:  0.595, Validation Accuracy:  0.614, Loss:  0.617
Epoch   3 Batch  182/269 - Train Accuracy:  0.607, Validation Accuracy:  0.600, Loss:  0.622
Epoch   3 Batch  183/269 - Train Accuracy:  0.658, Validation Accuracy:  0.601, Loss:  0.537
Epoch   3 Batch  184/269 - Train Accuracy:  0.600, Validation Accuracy:  0.617, Loss:  0.640
Epoch   3 Batch  185/269 - Train Accuracy:  0.618, Validation Accuracy:  0.612, Loss:  0.612
Epoch   3 Batch  186/269 - Train Accuracy:  0.590, Validation Accuracy:  0.615, Loss:  0.633
Epoch   3 Batch  187/269 - Train Accuracy:  0.617, Validation Accuracy:  0.616, Loss:  0.604
Epoch   3 Batch  188/269 - Train Accuracy:  0.605, Validation Accuracy:  0.613, Loss:  0.595
Epoch   3 Batch  189/269 - Train Accuracy:  0.620, Validation Accuracy:  0.618, Loss:  0.597
Epoch   3 Batch  190/269 - Train Accuracy:  0.617, Validation Accuracy:  0.625, Loss:  0.599
Epoch   3 Batch  191/269 - Train Accuracy:  0.619, Validation Accuracy:  0.612, Loss:  0.604
Epoch   3 Batch  192/269 - Train Accuracy:  0.598, Validation Accuracy:  0.608, Loss:  0.609
Epoch   3 Batch  193/269 - Train Accuracy:  0.609, Validation Accuracy:  0.623, Loss:  0.608
Epoch   3 Batch  194/269 - Train Accuracy:  0.621, Validation Accuracy:  0.620, Loss:  0.613
Epoch   3 Batch  195/269 - Train Accuracy:  0.601, Validation Accuracy:  0.618, Loss:  0.608
Epoch   3 Batch  196/269 - Train Accuracy:  0.589, Validation Accuracy:  0.624, Loss:  0.603
Epoch   3 Batch  197/269 - Train Accuracy:  0.591, Validation Accuracy:  0.620, Loss:  0.625
Epoch   3 Batch  198/269 - Train Accuracy:  0.600, Validation Accuracy:  0.621, Loss:  0.638
Epoch   3 Batch  199/269 - Train Accuracy:  0.606, Validation Accuracy:  0.619, Loss:  0.621
Epoch   3 Batch  200/269 - Train Accuracy:  0.604, Validation Accuracy:  0.618, Loss:  0.623
Epoch   3 Batch  201/269 - Train Accuracy:  0.616, Validation Accuracy:  0.615, Loss:  0.603
Epoch   3 Batch  202/269 - Train Accuracy:  0.610, Validation Accuracy:  0.619, Loss:  0.597
Epoch   3 Batch  203/269 - Train Accuracy:  0.589, Validation Accuracy:  0.623, Loss:  0.641
Epoch   3 Batch  204/269 - Train Accuracy:  0.606, Validation Accuracy:  0.626, Loss:  0.632
Epoch   3 Batch  205/269 - Train Accuracy:  0.620, Validation Accuracy:  0.616, Loss:  0.592
Epoch   3 Batch  206/269 - Train Accuracy:  0.596, Validation Accuracy:  0.621, Loss:  0.625
Epoch   3 Batch  207/269 - Train Accuracy:  0.628, Validation Accuracy:  0.615, Loss:  0.586
Epoch   3 Batch  208/269 - Train Accuracy:  0.601, Validation Accuracy:  0.624, Loss:  0.630
Epoch   3 Batch  209/269 - Train Accuracy:  0.614, Validation Accuracy:  0.618, Loss:  0.609
Epoch   3 Batch  210/269 - Train Accuracy:  0.622, Validation Accuracy:  0.615, Loss:  0.590
Epoch   3 Batch  211/269 - Train Accuracy:  0.625, Validation Accuracy:  0.621, Loss:  0.609
Epoch   3 Batch  212/269 - Train Accuracy:  0.632, Validation Accuracy:  0.618, Loss:  0.594
Epoch   3 Batch  213/269 - Train Accuracy:  0.600, Validation Accuracy:  0.609, Loss:  0.596
Epoch   3 Batch  214/269 - Train Accuracy:  0.638, Validation Accuracy:  0.620, Loss:  0.598
Epoch   3 Batch  215/269 - Train Accuracy:  0.640, Validation Accuracy:  0.622, Loss:  0.565
Epoch   3 Batch  216/269 - Train Accuracy:  0.590, Validation Accuracy:  0.623, Loss:  0.638
Epoch   3 Batch  217/269 - Train Accuracy:  0.594, Validation Accuracy:  0.626, Loss:  0.620
Epoch   3 Batch  218/269 - Train Accuracy:  0.614, Validation Accuracy:  0.627, Loss:  0.615
Epoch   3 Batch  219/269 - Train Accuracy:  0.624, Validation Accuracy:  0.627, Loss:  0.623
Epoch   3 Batch  220/269 - Train Accuracy:  0.620, Validation Accuracy:  0.619, Loss:  0.563
Epoch   3 Batch  221/269 - Train Accuracy:  0.648, Validation Accuracy:  0.627, Loss:  0.595
Epoch   3 Batch  222/269 - Train Accuracy:  0.637, Validation Accuracy:  0.624, Loss:  0.572
Epoch   3 Batch  223/269 - Train Accuracy:  0.616, Validation Accuracy:  0.624, Loss:  0.580
Epoch   3 Batch  224/269 - Train Accuracy:  0.628, Validation Accuracy:  0.623, Loss:  0.611
Epoch   3 Batch  225/269 - Train Accuracy:  0.608, Validation Accuracy:  0.626, Loss:  0.598
Epoch   3 Batch  226/269 - Train Accuracy:  0.611, Validation Accuracy:  0.627, Loss:  0.589
Epoch   3 Batch  227/269 - Train Accuracy:  0.664, Validation Accuracy:  0.621, Loss:  0.524
Epoch   3 Batch  228/269 - Train Accuracy:  0.614, Validation Accuracy:  0.619, Loss:  0.585
Epoch   3 Batch  229/269 - Train Accuracy:  0.617, Validation Accuracy:  0.622, Loss:  0.584
Epoch   3 Batch  230/269 - Train Accuracy:  0.622, Validation Accuracy:  0.622, Loss:  0.586
Epoch   3 Batch  231/269 - Train Accuracy:  0.599, Validation Accuracy:  0.625, Loss:  0.621
Epoch   3 Batch  232/269 - Train Accuracy:  0.585, Validation Accuracy:  0.620, Loss:  0.615
Epoch   3 Batch  233/269 - Train Accuracy:  0.629, Validation Accuracy:  0.632, Loss:  0.593
Epoch   3 Batch  234/269 - Train Accuracy:  0.627, Validation Accuracy:  0.629, Loss:  0.582
Epoch   3 Batch  235/269 - Train Accuracy:  0.624, Validation Accuracy:  0.627, Loss:  0.572
Epoch   3 Batch  236/269 - Train Accuracy:  0.623, Validation Accuracy:  0.628, Loss:  0.576
Epoch   3 Batch  237/269 - Train Accuracy:  0.607, Validation Accuracy:  0.629, Loss:  0.585
Epoch   3 Batch  238/269 - Train Accuracy:  0.644, Validation Accuracy:  0.634, Loss:  0.570
Epoch   3 Batch  239/269 - Train Accuracy:  0.629, Validation Accuracy:  0.625, Loss:  0.574
Epoch   3 Batch  240/269 - Train Accuracy:  0.642, Validation Accuracy:  0.617, Loss:  0.531
Epoch   3 Batch  241/269 - Train Accuracy:  0.615, Validation Accuracy:  0.616, Loss:  0.592
Epoch   3 Batch  242/269 - Train Accuracy:  0.621, Validation Accuracy:  0.624, Loss:  0.580
Epoch   3 Batch  243/269 - Train Accuracy:  0.636, Validation Accuracy:  0.623, Loss:  0.563
Epoch   3 Batch  244/269 - Train Accuracy:  0.619, Validation Accuracy:  0.619, Loss:  0.583
Epoch   3 Batch  245/269 - Train Accuracy:  0.607, Validation Accuracy:  0.628, Loss:  0.610
Epoch   3 Batch  246/269 - Train Accuracy:  0.607, Validation Accuracy:  0.628, Loss:  0.583
Epoch   3 Batch  247/269 - Train Accuracy:  0.623, Validation Accuracy:  0.633, Loss:  0.600
Epoch   3 Batch  248/269 - Train Accuracy:  0.614, Validation Accuracy:  0.623, Loss:  0.574
Epoch   3 Batch  249/269 - Train Accuracy:  0.643, Validation Accuracy:  0.624, Loss:  0.548
Epoch   3 Batch  250/269 - Train Accuracy:  0.611, Validation Accuracy:  0.628, Loss:  0.591
Epoch   3 Batch  251/269 - Train Accuracy:  0.635, Validation Accuracy:  0.620, Loss:  0.567
Epoch   3 Batch  252/269 - Train Accuracy:  0.626, Validation Accuracy:  0.624, Loss:  0.591
Epoch   3 Batch  253/269 - Train Accuracy:  0.611, Validation Accuracy:  0.618, Loss:  0.592
Epoch   3 Batch  254/269 - Train Accuracy:  0.624, Validation Accuracy:  0.631, Loss:  0.574
Epoch   3 Batch  255/269 - Train Accuracy:  0.653, Validation Accuracy:  0.631, Loss:  0.553
Epoch   3 Batch  256/269 - Train Accuracy:  0.609, Validation Accuracy:  0.633, Loss:  0.580
Epoch   3 Batch  257/269 - Train Accuracy:  0.612, Validation Accuracy:  0.632, Loss:  0.583
Epoch   3 Batch  258/269 - Train Accuracy:  0.616, Validation Accuracy:  0.627, Loss:  0.579
Epoch   3 Batch  259/269 - Train Accuracy:  0.642, Validation Accuracy:  0.632, Loss:  0.571
Epoch   3 Batch  260/269 - Train Accuracy:  0.611, Validation Accuracy:  0.631, Loss:  0.597
Epoch   3 Batch  261/269 - Train Accuracy:  0.594, Validation Accuracy:  0.628, Loss:  0.601
Epoch   3 Batch  262/269 - Train Accuracy:  0.638, Validation Accuracy:  0.625, Loss:  0.569
Epoch   3 Batch  263/269 - Train Accuracy:  0.614, Validation Accuracy:  0.624, Loss:  0.588
Epoch   3 Batch  264/269 - Train Accuracy:  0.606, Validation Accuracy:  0.620, Loss:  0.599
Epoch   3 Batch  265/269 - Train Accuracy:  0.621, Validation Accuracy:  0.635, Loss:  0.586
Epoch   3 Batch  266/269 - Train Accuracy:  0.637, Validation Accuracy:  0.631, Loss:  0.561
Epoch   3 Batch  267/269 - Train Accuracy:  0.627, Validation Accuracy:  0.625, Loss:  0.576
Epoch   4 Batch    0/269 - Train Accuracy:  0.615, Validation Accuracy:  0.632, Loss:  0.596
Epoch   4 Batch    1/269 - Train Accuracy:  0.613, Validation Accuracy:  0.632, Loss:  0.581
Epoch   4 Batch    2/269 - Train Accuracy:  0.610, Validation Accuracy:  0.619, Loss:  0.576
Epoch   4 Batch    3/269 - Train Accuracy:  0.630, Validation Accuracy:  0.630, Loss:  0.580
Epoch   4 Batch    4/269 - Train Accuracy:  0.603, Validation Accuracy:  0.625, Loss:  0.594
Epoch   4 Batch    5/269 - Train Accuracy:  0.599, Validation Accuracy:  0.629, Loss:  0.586
Epoch   4 Batch    6/269 - Train Accuracy:  0.635, Validation Accuracy:  0.629, Loss:  0.546
Epoch   4 Batch    7/269 - Train Accuracy:  0.624, Validation Accuracy:  0.623, Loss:  0.559
Epoch   4 Batch    8/269 - Train Accuracy:  0.615, Validation Accuracy:  0.628, Loss:  0.591
Epoch   4 Batch    9/269 - Train Accuracy:  0.615, Validation Accuracy:  0.623, Loss:  0.585
Epoch   4 Batch   10/269 - Train Accuracy:  0.611, Validation Accuracy:  0.630, Loss:  0.588
Epoch   4 Batch   11/269 - Train Accuracy:  0.607, Validation Accuracy:  0.611, Loss:  0.588
Epoch   4 Batch   12/269 - Train Accuracy:  0.608, Validation Accuracy:  0.631, Loss:  0.619
Epoch   4 Batch   13/269 - Train Accuracy:  0.642, Validation Accuracy:  0.630, Loss:  0.544
Epoch   4 Batch   14/269 - Train Accuracy:  0.628, Validation Accuracy:  0.623, Loss:  0.559
Epoch   4 Batch   15/269 - Train Accuracy:  0.626, Validation Accuracy:  0.642, Loss:  0.559
Epoch   4 Batch   16/269 - Train Accuracy:  0.636, Validation Accuracy:  0.634, Loss:  0.568
Epoch   4 Batch   17/269 - Train Accuracy:  0.619, Validation Accuracy:  0.620, Loss:  0.558
Epoch   4 Batch   18/269 - Train Accuracy:  0.612, Validation Accuracy:  0.630, Loss:  0.581
Epoch   4 Batch   19/269 - Train Accuracy:  0.655, Validation Accuracy:  0.635, Loss:  0.526
Epoch   4 Batch   20/269 - Train Accuracy:  0.620, Validation Accuracy:  0.631, Loss:  0.581
Epoch   4 Batch   21/269 - Train Accuracy:  0.593, Validation Accuracy:  0.617, Loss:  0.604
Epoch   4 Batch   22/269 - Train Accuracy:  0.627, Validation Accuracy:  0.625, Loss:  0.559
Epoch   4 Batch   23/269 - Train Accuracy:  0.634, Validation Accuracy:  0.630, Loss:  0.561
Epoch   4 Batch   24/269 - Train Accuracy:  0.617, Validation Accuracy:  0.634, Loss:  0.591
Epoch   4 Batch   25/269 - Train Accuracy:  0.609, Validation Accuracy:  0.622, Loss:  0.600
Epoch   4 Batch   26/269 - Train Accuracy:  0.658, Validation Accuracy:  0.631, Loss:  0.534
Epoch   4 Batch   27/269 - Train Accuracy:  0.625, Validation Accuracy:  0.627, Loss:  0.552
Epoch   4 Batch   28/269 - Train Accuracy:  0.584, Validation Accuracy:  0.622, Loss:  0.608
Epoch   4 Batch   29/269 - Train Accuracy:  0.619, Validation Accuracy:  0.634, Loss:  0.583
Epoch   4 Batch   30/269 - Train Accuracy:  0.618, Validation Accuracy:  0.627, Loss:  0.557
Epoch   4 Batch   31/269 - Train Accuracy:  0.614, Validation Accuracy:  0.609, Loss:  0.549
Epoch   4 Batch   32/269 - Train Accuracy:  0.620, Validation Accuracy:  0.626, Loss:  0.553
Epoch   4 Batch   33/269 - Train Accuracy:  0.619, Validation Accuracy:  0.618, Loss:  0.551
Epoch   4 Batch   34/269 - Train Accuracy:  0.610, Validation Accuracy:  0.612, Loss:  0.620
Epoch   4 Batch   35/269 - Train Accuracy:  0.592, Validation Accuracy:  0.603, Loss:  0.645
Epoch   4 Batch   36/269 - Train Accuracy:  0.617, Validation Accuracy:  0.629, Loss:  0.611
Epoch   4 Batch   37/269 - Train Accuracy:  0.624, Validation Accuracy:  0.614, Loss:  0.576
Epoch   4 Batch   38/269 - Train Accuracy:  0.591, Validation Accuracy:  0.598, Loss:  0.598
Epoch   4 Batch   39/269 - Train Accuracy:  0.618, Validation Accuracy:  0.624, Loss:  0.592
Epoch   4 Batch   40/269 - Train Accuracy:  0.599, Validation Accuracy:  0.625, Loss:  0.612
Epoch   4 Batch   41/269 - Train Accuracy:  0.607, Validation Accuracy:  0.617, Loss:  0.600
Epoch   4 Batch   42/269 - Train Accuracy:  0.643, Validation Accuracy:  0.623, Loss:  0.551
Epoch   4 Batch   43/269 - Train Accuracy:  0.614, Validation Accuracy:  0.626, Loss:  0.595
Epoch   4 Batch   44/269 - Train Accuracy:  0.624, Validation Accuracy:  0.626, Loss:  0.576
Epoch   4 Batch   45/269 - Train Accuracy:  0.610, Validation Accuracy:  0.638, Loss:  0.608
Epoch   4 Batch   46/269 - Train Accuracy:  0.606, Validation Accuracy:  0.625, Loss:  0.594
Epoch   4 Batch   47/269 - Train Accuracy:  0.647, Validation Accuracy:  0.620, Loss:  0.529
Epoch   4 Batch   48/269 - Train Accuracy:  0.628, Validation Accuracy:  0.627, Loss:  0.554
Epoch   4 Batch   49/269 - Train Accuracy:  0.597, Validation Accuracy:  0.636, Loss:  0.580
Epoch   4 Batch   50/269 - Train Accuracy:  0.612, Validation Accuracy:  0.630, Loss:  0.586
Epoch   4 Batch   51/269 - Train Accuracy:  0.616, Validation Accuracy:  0.630, Loss:  0.568
Epoch   4 Batch   52/269 - Train Accuracy:  0.616, Validation Accuracy:  0.629, Loss:  0.539
Epoch   4 Batch   53/269 - Train Accuracy:  0.605, Validation Accuracy:  0.629, Loss:  0.582
Epoch   4 Batch   54/269 - Train Accuracy:  0.633, Validation Accuracy:  0.630, Loss:  0.576
Epoch   4 Batch   55/269 - Train Accuracy:  0.645, Validation Accuracy:  0.635, Loss:  0.546
Epoch   4 Batch   56/269 - Train Accuracy:  0.649, Validation Accuracy:  0.634, Loss:  0.552
Epoch   4 Batch   57/269 - Train Accuracy:  0.633, Validation Accuracy:  0.641, Loss:  0.565
Epoch   4 Batch   58/269 - Train Accuracy:  0.648, Validation Accuracy:  0.634, Loss:  0.540
Epoch   4 Batch   59/269 - Train Accuracy:  0.638, Validation Accuracy:  0.630, Loss:  0.527
Epoch   4 Batch   60/269 - Train Accuracy:  0.647, Validation Accuracy:  0.636, Loss:  0.524
Epoch   4 Batch   61/269 - Train Accuracy:  0.646, Validation Accuracy:  0.649, Loss:  0.511
Epoch   4 Batch   62/269 - Train Accuracy:  0.635, Validation Accuracy:  0.638, Loss:  0.524
Epoch   4 Batch   63/269 - Train Accuracy:  0.621, Validation Accuracy:  0.638, Loss:  0.554
Epoch   4 Batch   64/269 - Train Accuracy:  0.614, Validation Accuracy:  0.636, Loss:  0.537
Epoch   4 Batch   65/269 - Train Accuracy:  0.630, Validation Accuracy:  0.633, Loss:  0.535
Epoch   4 Batch   66/269 - Train Accuracy:  0.640, Validation Accuracy:  0.632, Loss:  0.527
Epoch   4 Batch   67/269 - Train Accuracy:  0.638, Validation Accuracy:  0.634, Loss:  0.549
Epoch   4 Batch   68/269 - Train Accuracy:  0.609, Validation Accuracy:  0.630, Loss:  0.546
Epoch   4 Batch   69/269 - Train Accuracy:  0.597, Validation Accuracy:  0.635, Loss:  0.600
Epoch   4 Batch   70/269 - Train Accuracy:  0.639, Validation Accuracy:  0.631, Loss:  0.542
Epoch   4 Batch   71/269 - Train Accuracy:  0.611, Validation Accuracy:  0.635, Loss:  0.567
Epoch   4 Batch   72/269 - Train Accuracy:  0.645, Validation Accuracy:  0.631, Loss:  0.532
Epoch   4 Batch   73/269 - Train Accuracy:  0.632, Validation Accuracy:  0.637, Loss:  0.550
Epoch   4 Batch   74/269 - Train Accuracy:  0.641, Validation Accuracy:  0.638, Loss:  0.544
Epoch   4 Batch   75/269 - Train Accuracy:  0.632, Validation Accuracy:  0.632, Loss:  0.536
Epoch   4 Batch   76/269 - Train Accuracy:  0.615, Validation Accuracy:  0.629, Loss:  0.538
Epoch   4 Batch   77/269 - Train Accuracy:  0.659, Validation Accuracy:  0.629, Loss:  0.533
Epoch   4 Batch   78/269 - Train Accuracy:  0.656, Validation Accuracy:  0.632, Loss:  0.526
Epoch   4 Batch   79/269 - Train Accuracy:  0.641, Validation Accuracy:  0.629, Loss:  0.529
Epoch   4 Batch   80/269 - Train Accuracy:  0.645, Validation Accuracy:  0.635, Loss:  0.528
Epoch   4 Batch   81/269 - Train Accuracy:  0.647, Validation Accuracy:  0.644, Loss:  0.542
Epoch   4 Batch   82/269 - Train Accuracy:  0.655, Validation Accuracy:  0.642, Loss:  0.512
Epoch   4 Batch   83/269 - Train Accuracy:  0.635, Validation Accuracy:  0.637, Loss:  0.547
Epoch   4 Batch   84/269 - Train Accuracy:  0.643, Validation Accuracy:  0.646, Loss:  0.521
Epoch   4 Batch   85/269 - Train Accuracy:  0.628, Validation Accuracy:  0.641, Loss:  0.527
Epoch   4 Batch   86/269 - Train Accuracy:  0.613, Validation Accuracy:  0.634, Loss:  0.529
Epoch   4 Batch   87/269 - Train Accuracy:  0.614, Validation Accuracy:  0.636, Loss:  0.566
Epoch   4 Batch   88/269 - Train Accuracy:  0.631, Validation Accuracy:  0.636, Loss:  0.529
Epoch   4 Batch   89/269 - Train Accuracy:  0.641, Validation Accuracy:  0.639, Loss:  0.531
Epoch   4 Batch   90/269 - Train Accuracy:  0.596, Validation Accuracy:  0.637, Loss:  0.561
Epoch   4 Batch   91/269 - Train Accuracy:  0.634, Validation Accuracy:  0.636, Loss:  0.511
Epoch   4 Batch   92/269 - Train Accuracy:  0.642, Validation Accuracy:  0.645, Loss:  0.521
Epoch   4 Batch   93/269 - Train Accuracy:  0.647, Validation Accuracy:  0.641, Loss:  0.506
Epoch   4 Batch   94/269 - Train Accuracy:  0.633, Validation Accuracy:  0.634, Loss:  0.534
Epoch   4 Batch   95/269 - Train Accuracy:  0.632, Validation Accuracy:  0.646, Loss:  0.528
Epoch   4 Batch   96/269 - Train Accuracy:  0.630, Validation Accuracy:  0.644, Loss:  0.519
Epoch   4 Batch   97/269 - Train Accuracy:  0.629, Validation Accuracy:  0.644, Loss:  0.521
Epoch   4 Batch   98/269 - Train Accuracy:  0.636, Validation Accuracy:  0.645, Loss:  0.525
Epoch   4 Batch   99/269 - Train Accuracy:  0.624, Validation Accuracy:  0.649, Loss:  0.539
Epoch   4 Batch  100/269 - Train Accuracy:  0.650, Validation Accuracy:  0.644, Loss:  0.514
Epoch   4 Batch  101/269 - Train Accuracy:  0.608, Validation Accuracy:  0.635, Loss:  0.554
Epoch   4 Batch  102/269 - Train Accuracy:  0.641, Validation Accuracy:  0.646, Loss:  0.518
Epoch   4 Batch  103/269 - Train Accuracy:  0.643, Validation Accuracy:  0.651, Loss:  0.508
Epoch   4 Batch  104/269 - Train Accuracy:  0.621, Validation Accuracy:  0.634, Loss:  0.520
Epoch   4 Batch  105/269 - Train Accuracy:  0.625, Validation Accuracy:  0.641, Loss:  0.527
Epoch   4 Batch  106/269 - Train Accuracy:  0.632, Validation Accuracy:  0.651, Loss:  0.516
Epoch   4 Batch  107/269 - Train Accuracy:  0.621, Validation Accuracy:  0.640, Loss:  0.547
Epoch   4 Batch  108/269 - Train Accuracy:  0.624, Validation Accuracy:  0.640, Loss:  0.519
Epoch   4 Batch  109/269 - Train Accuracy:  0.611, Validation Accuracy:  0.645, Loss:  0.529
Epoch   4 Batch  110/269 - Train Accuracy:  0.637, Validation Accuracy:  0.642, Loss:  0.520
Epoch   4 Batch  111/269 - Train Accuracy:  0.607, Validation Accuracy:  0.634, Loss:  0.549
Epoch   4 Batch  112/269 - Train Accuracy:  0.647, Validation Accuracy:  0.638, Loss:  0.524
Epoch   4 Batch  113/269 - Train Accuracy:  0.640, Validation Accuracy:  0.641, Loss:  0.505
Epoch   4 Batch  114/269 - Train Accuracy:  0.637, Validation Accuracy:  0.635, Loss:  0.521
Epoch   4 Batch  115/269 - Train Accuracy:  0.624, Validation Accuracy:  0.637, Loss:  0.539
Epoch   4 Batch  116/269 - Train Accuracy:  0.640, Validation Accuracy:  0.645, Loss:  0.525
Epoch   4 Batch  117/269 - Train Accuracy:  0.637, Validation Accuracy:  0.642, Loss:  0.516
Epoch   4 Batch  118/269 - Train Accuracy:  0.644, Validation Accuracy:  0.637, Loss:  0.499
Epoch   4 Batch  119/269 - Train Accuracy:  0.628, Validation Accuracy:  0.655, Loss:  0.542
Epoch   4 Batch  120/269 - Train Accuracy:  0.637, Validation Accuracy:  0.651, Loss:  0.530
Epoch   4 Batch  121/269 - Train Accuracy:  0.628, Validation Accuracy:  0.637, Loss:  0.506
Epoch   4 Batch  122/269 - Train Accuracy:  0.636, Validation Accuracy:  0.646, Loss:  0.508
Epoch   4 Batch  123/269 - Train Accuracy:  0.624, Validation Accuracy:  0.646, Loss:  0.532
Epoch   4 Batch  124/269 - Train Accuracy:  0.629, Validation Accuracy:  0.639, Loss:  0.504
Epoch   4 Batch  125/269 - Train Accuracy:  0.639, Validation Accuracy:  0.631, Loss:  0.503
Epoch   4 Batch  126/269 - Train Accuracy:  0.650, Validation Accuracy:  0.641, Loss:  0.510
Epoch   4 Batch  127/269 - Train Accuracy:  0.620, Validation Accuracy:  0.634, Loss:  0.527
Epoch   4 Batch  128/269 - Train Accuracy:  0.646, Validation Accuracy:  0.631, Loss:  0.514
Epoch   4 Batch  129/269 - Train Accuracy:  0.636, Validation Accuracy:  0.637, Loss:  0.512
Epoch   4 Batch  130/269 - Train Accuracy:  0.620, Validation Accuracy:  0.645, Loss:  0.531
Epoch   4 Batch  131/269 - Train Accuracy:  0.618, Validation Accuracy:  0.645, Loss:  0.520
Epoch   4 Batch  132/269 - Train Accuracy:  0.640, Validation Accuracy:  0.639, Loss:  0.514
Epoch   4 Batch  133/269 - Train Accuracy:  0.645, Validation Accuracy:  0.640, Loss:  0.494
Epoch   4 Batch  134/269 - Train Accuracy:  0.626, Validation Accuracy:  0.643, Loss:  0.517
Epoch   4 Batch  135/269 - Train Accuracy:  0.618, Validation Accuracy:  0.643, Loss:  0.545
Epoch   4 Batch  136/269 - Train Accuracy:  0.606, Validation Accuracy:  0.634, Loss:  0.546
Epoch   4 Batch  137/269 - Train Accuracy:  0.623, Validation Accuracy:  0.639, Loss:  0.542
Epoch   4 Batch  138/269 - Train Accuracy:  0.635, Validation Accuracy:  0.645, Loss:  0.521
Epoch   4 Batch  139/269 - Train Accuracy:  0.670, Validation Accuracy:  0.640, Loss:  0.494
Epoch   4 Batch  140/269 - Train Accuracy:  0.643, Validation Accuracy:  0.637, Loss:  0.525
Epoch   4 Batch  141/269 - Train Accuracy:  0.645, Validation Accuracy:  0.651, Loss:  0.519
Epoch   4 Batch  142/269 - Train Accuracy:  0.639, Validation Accuracy:  0.645, Loss:  0.490
Epoch   4 Batch  143/269 - Train Accuracy:  0.630, Validation Accuracy:  0.636, Loss:  0.505
Epoch   4 Batch  144/269 - Train Accuracy:  0.646, Validation Accuracy:  0.645, Loss:  0.489
Epoch   4 Batch  145/269 - Train Accuracy:  0.658, Validation Accuracy:  0.644, Loss:  0.494
Epoch   4 Batch  146/269 - Train Accuracy:  0.636, Validation Accuracy:  0.642, Loss:  0.493
Epoch   4 Batch  147/269 - Train Accuracy:  0.664, Validation Accuracy:  0.647, Loss:  0.489
Epoch   4 Batch  148/269 - Train Accuracy:  0.634, Validation Accuracy:  0.646, Loss:  0.504
Epoch   4 Batch  149/269 - Train Accuracy:  0.638, Validation Accuracy:  0.648, Loss:  0.510
Epoch   4 Batch  150/269 - Train Accuracy:  0.648, Validation Accuracy:  0.652, Loss:  0.506
Epoch   4 Batch  151/269 - Train Accuracy:  0.671, Validation Accuracy:  0.651, Loss:  0.480
Epoch   4 Batch  152/269 - Train Accuracy:  0.635, Validation Accuracy:  0.639, Loss:  0.500
Epoch   4 Batch  153/269 - Train Accuracy:  0.651, Validation Accuracy:  0.646, Loss:  0.492
Epoch   4 Batch  154/269 - Train Accuracy:  0.635, Validation Accuracy:  0.646, Loss:  0.507
Epoch   4 Batch  155/269 - Train Accuracy:  0.663, Validation Accuracy:  0.643, Loss:  0.477
Epoch   4 Batch  156/269 - Train Accuracy:  0.619, Validation Accuracy:  0.639, Loss:  0.524
Epoch   4 Batch  157/269 - Train Accuracy:  0.638, Validation Accuracy:  0.646, Loss:  0.507
Epoch   4 Batch  158/269 - Train Accuracy:  0.638, Validation Accuracy:  0.650, Loss:  0.507
Epoch   4 Batch  159/269 - Train Accuracy:  0.647, Validation Accuracy:  0.647, Loss:  0.503
Epoch   4 Batch  160/269 - Train Accuracy:  0.650, Validation Accuracy:  0.646, Loss:  0.494
Epoch   4 Batch  161/269 - Train Accuracy:  0.641, Validation Accuracy:  0.645, Loss:  0.501
Epoch   4 Batch  162/269 - Train Accuracy:  0.657, Validation Accuracy:  0.646, Loss:  0.500
Epoch   4 Batch  163/269 - Train Accuracy:  0.652, Validation Accuracy:  0.648, Loss:  0.490
Epoch   4 Batch  164/269 - Train Accuracy:  0.657, Validation Accuracy:  0.649, Loss:  0.486
Epoch   4 Batch  165/269 - Train Accuracy:  0.641, Validation Accuracy:  0.645, Loss:  0.511
Epoch   4 Batch  166/269 - Train Accuracy:  0.660, Validation Accuracy:  0.652, Loss:  0.471
Epoch   4 Batch  167/269 - Train Accuracy:  0.641, Validation Accuracy:  0.657, Loss:  0.494
Epoch   4 Batch  168/269 - Train Accuracy:  0.631, Validation Accuracy:  0.652, Loss:  0.502
Epoch   4 Batch  169/269 - Train Accuracy:  0.638, Validation Accuracy:  0.655, Loss:  0.497
Epoch   4 Batch  170/269 - Train Accuracy:  0.643, Validation Accuracy:  0.651, Loss:  0.488
Epoch   4 Batch  171/269 - Train Accuracy:  0.654, Validation Accuracy:  0.649, Loss:  0.516
Epoch   4 Batch  172/269 - Train Accuracy:  0.655, Validation Accuracy:  0.652, Loss:  0.500
Epoch   4 Batch  173/269 - Train Accuracy:  0.640, Validation Accuracy:  0.650, Loss:  0.482
Epoch   4 Batch  174/269 - Train Accuracy:  0.634, Validation Accuracy:  0.652, Loss:  0.493
Epoch   4 Batch  175/269 - Train Accuracy:  0.655, Validation Accuracy:  0.656, Loss:  0.502
Epoch   4 Batch  176/269 - Train Accuracy:  0.636, Validation Accuracy:  0.654, Loss:  0.523
Epoch   4 Batch  177/269 - Train Accuracy:  0.647, Validation Accuracy:  0.656, Loss:  0.477
Epoch   4 Batch  178/269 - Train Accuracy:  0.646, Validation Accuracy:  0.655, Loss:  0.498
Epoch   4 Batch  179/269 - Train Accuracy:  0.656, Validation Accuracy:  0.653, Loss:  0.490
Epoch   4 Batch  180/269 - Train Accuracy:  0.649, Validation Accuracy:  0.654, Loss:  0.486
Epoch   4 Batch  181/269 - Train Accuracy:  0.649, Validation Accuracy:  0.648, Loss:  0.488
Epoch   4 Batch  182/269 - Train Accuracy:  0.658, Validation Accuracy:  0.648, Loss:  0.492
Epoch   4 Batch  183/269 - Train Accuracy:  0.697, Validation Accuracy:  0.649, Loss:  0.427
Epoch   4 Batch  184/269 - Train Accuracy:  0.629, Validation Accuracy:  0.640, Loss:  0.504
Epoch   4 Batch  185/269 - Train Accuracy:  0.646, Validation Accuracy:  0.640, Loss:  0.486
Epoch   4 Batch  186/269 - Train Accuracy:  0.630, Validation Accuracy:  0.647, Loss:  0.507
Epoch   4 Batch  187/269 - Train Accuracy:  0.669, Validation Accuracy:  0.650, Loss:  0.477
Epoch   4 Batch  188/269 - Train Accuracy:  0.658, Validation Accuracy:  0.648, Loss:  0.475
Epoch   4 Batch  189/269 - Train Accuracy:  0.653, Validation Accuracy:  0.660, Loss:  0.477
Epoch   4 Batch  190/269 - Train Accuracy:  0.648, Validation Accuracy:  0.654, Loss:  0.471
Epoch   4 Batch  191/269 - Train Accuracy:  0.662, Validation Accuracy:  0.656, Loss:  0.475
Epoch   4 Batch  192/269 - Train Accuracy:  0.649, Validation Accuracy:  0.659, Loss:  0.487
Epoch   4 Batch  193/269 - Train Accuracy:  0.649, Validation Accuracy:  0.654, Loss:  0.475
Epoch   4 Batch  194/269 - Train Accuracy:  0.661, Validation Accuracy:  0.660, Loss:  0.483
Epoch   4 Batch  195/269 - Train Accuracy:  0.640, Validation Accuracy:  0.651, Loss:  0.478
Epoch   4 Batch  196/269 - Train Accuracy:  0.643, Validation Accuracy:  0.659, Loss:  0.474
Epoch   4 Batch  197/269 - Train Accuracy:  0.633, Validation Accuracy:  0.655, Loss:  0.495
Epoch   4 Batch  198/269 - Train Accuracy:  0.651, Validation Accuracy:  0.660, Loss:  0.499
Epoch   4 Batch  199/269 - Train Accuracy:  0.649, Validation Accuracy:  0.656, Loss:  0.489
Epoch   4 Batch  200/269 - Train Accuracy:  0.642, Validation Accuracy:  0.649, Loss:  0.490
Epoch   4 Batch  201/269 - Train Accuracy:  0.650, Validation Accuracy:  0.650, Loss:  0.479
Epoch   4 Batch  202/269 - Train Accuracy:  0.648, Validation Accuracy:  0.656, Loss:  0.474
Epoch   4 Batch  203/269 - Train Accuracy:  0.629, Validation Accuracy:  0.657, Loss:  0.504
Epoch   4 Batch  204/269 - Train Accuracy:  0.642, Validation Accuracy:  0.657, Loss:  0.500
Epoch   4 Batch  205/269 - Train Accuracy:  0.655, Validation Accuracy:  0.656, Loss:  0.469
Epoch   4 Batch  206/269 - Train Accuracy:  0.641, Validation Accuracy:  0.660, Loss:  0.494
Epoch   4 Batch  207/269 - Train Accuracy:  0.674, Validation Accuracy:  0.655, Loss:  0.465
Epoch   4 Batch  208/269 - Train Accuracy:  0.649, Validation Accuracy:  0.653, Loss:  0.496
Epoch   4 Batch  209/269 - Train Accuracy:  0.663, Validation Accuracy:  0.655, Loss:  0.481
Epoch   4 Batch  210/269 - Train Accuracy:  0.659, Validation Accuracy:  0.652, Loss:  0.465
Epoch   4 Batch  211/269 - Train Accuracy:  0.651, Validation Accuracy:  0.653, Loss:  0.482
Epoch   4 Batch  212/269 - Train Accuracy:  0.662, Validation Accuracy:  0.656, Loss:  0.470
Epoch   4 Batch  213/269 - Train Accuracy:  0.652, Validation Accuracy:  0.660, Loss:  0.468
Epoch   4 Batch  214/269 - Train Accuracy:  0.674, Validation Accuracy:  0.658, Loss:  0.471
Epoch   4 Batch  215/269 - Train Accuracy:  0.683, Validation Accuracy:  0.655, Loss:  0.442
Epoch   4 Batch  216/269 - Train Accuracy:  0.631, Validation Accuracy:  0.660, Loss:  0.506
Epoch   4 Batch  217/269 - Train Accuracy:  0.635, Validation Accuracy:  0.658, Loss:  0.489
Epoch   4 Batch  218/269 - Train Accuracy:  0.646, Validation Accuracy:  0.657, Loss:  0.481
Epoch   4 Batch  219/269 - Train Accuracy:  0.654, Validation Accuracy:  0.661, Loss:  0.486
Epoch   4 Batch  220/269 - Train Accuracy:  0.673, Validation Accuracy:  0.656, Loss:  0.444
Epoch   4 Batch  221/269 - Train Accuracy:  0.672, Validation Accuracy:  0.653, Loss:  0.474
Epoch   4 Batch  222/269 - Train Accuracy:  0.672, Validation Accuracy:  0.663, Loss:  0.453
Epoch   4 Batch  223/269 - Train Accuracy:  0.665, Validation Accuracy:  0.666, Loss:  0.453
Epoch   4 Batch  224/269 - Train Accuracy:  0.662, Validation Accuracy:  0.661, Loss:  0.480
Epoch   4 Batch  225/269 - Train Accuracy:  0.644, Validation Accuracy:  0.661, Loss:  0.475
Epoch   4 Batch  226/269 - Train Accuracy:  0.669, Validation Accuracy:  0.664, Loss:  0.470
Epoch   4 Batch  227/269 - Train Accuracy:  0.708, Validation Accuracy:  0.664, Loss:  0.423
Epoch   4 Batch  228/269 - Train Accuracy:  0.644, Validation Accuracy:  0.660, Loss:  0.460
Epoch   4 Batch  229/269 - Train Accuracy:  0.647, Validation Accuracy:  0.661, Loss:  0.466
Epoch   4 Batch  230/269 - Train Accuracy:  0.648, Validation Accuracy:  0.663, Loss:  0.473
Epoch   4 Batch  231/269 - Train Accuracy:  0.652, Validation Accuracy:  0.668, Loss:  0.494
Epoch   4 Batch  232/269 - Train Accuracy:  0.642, Validation Accuracy:  0.667, Loss:  0.481
Epoch   4 Batch  233/269 - Train Accuracy:  0.662, Validation Accuracy:  0.661, Loss:  0.471
Epoch   4 Batch  234/269 - Train Accuracy:  0.669, Validation Accuracy:  0.662, Loss:  0.460
Epoch   4 Batch  235/269 - Train Accuracy:  0.679, Validation Accuracy:  0.665, Loss:  0.454
Epoch   4 Batch  236/269 - Train Accuracy:  0.659, Validation Accuracy:  0.664, Loss:  0.454
Epoch   4 Batch  237/269 - Train Accuracy:  0.661, Validation Accuracy:  0.667, Loss:  0.468
Epoch   4 Batch  238/269 - Train Accuracy:  0.681, Validation Accuracy:  0.675, Loss:  0.458
Epoch   4 Batch  239/269 - Train Accuracy:  0.675, Validation Accuracy:  0.665, Loss:  0.455
Epoch   4 Batch  240/269 - Train Accuracy:  0.684, Validation Accuracy:  0.666, Loss:  0.426
Epoch   4 Batch  241/269 - Train Accuracy:  0.672, Validation Accuracy:  0.660, Loss:  0.472
Epoch   4 Batch  242/269 - Train Accuracy:  0.657, Validation Accuracy:  0.655, Loss:  0.453
Epoch   4 Batch  243/269 - Train Accuracy:  0.672, Validation Accuracy:  0.658, Loss:  0.448
Epoch   4 Batch  244/269 - Train Accuracy:  0.667, Validation Accuracy:  0.662, Loss:  0.457
Epoch   4 Batch  245/269 - Train Accuracy:  0.638, Validation Accuracy:  0.665, Loss:  0.482
Epoch   4 Batch  246/269 - Train Accuracy:  0.662, Validation Accuracy:  0.663, Loss:  0.459
Epoch   4 Batch  247/269 - Train Accuracy:  0.635, Validation Accuracy:  0.671, Loss:  0.466
Epoch   4 Batch  248/269 - Train Accuracy:  0.668, Validation Accuracy:  0.667, Loss:  0.446
Epoch   4 Batch  249/269 - Train Accuracy:  0.694, Validation Accuracy:  0.669, Loss:  0.428
Epoch   4 Batch  250/269 - Train Accuracy:  0.665, Validation Accuracy:  0.669, Loss:  0.462
Epoch   4 Batch  251/269 - Train Accuracy:  0.674, Validation Accuracy:  0.668, Loss:  0.442
Epoch   4 Batch  252/269 - Train Accuracy:  0.660, Validation Accuracy:  0.674, Loss:  0.459
Epoch   4 Batch  253/269 - Train Accuracy:  0.652, Validation Accuracy:  0.674, Loss:  0.464
Epoch   4 Batch  254/269 - Train Accuracy:  0.666, Validation Accuracy:  0.666, Loss:  0.449
Epoch   4 Batch  255/269 - Train Accuracy:  0.685, Validation Accuracy:  0.664, Loss:  0.438
Epoch   4 Batch  256/269 - Train Accuracy:  0.650, Validation Accuracy:  0.667, Loss:  0.457
Epoch   4 Batch  257/269 - Train Accuracy:  0.653, Validation Accuracy:  0.673, Loss:  0.462
Epoch   4 Batch  258/269 - Train Accuracy:  0.665, Validation Accuracy:  0.656, Loss:  0.457
Epoch   4 Batch  259/269 - Train Accuracy:  0.676, Validation Accuracy:  0.660, Loss:  0.454
Epoch   4 Batch  260/269 - Train Accuracy:  0.654, Validation Accuracy:  0.665, Loss:  0.469
Epoch   4 Batch  261/269 - Train Accuracy:  0.639, Validation Accuracy:  0.662, Loss:  0.469
Epoch   4 Batch  262/269 - Train Accuracy:  0.683, Validation Accuracy:  0.665, Loss:  0.449
Epoch   4 Batch  263/269 - Train Accuracy:  0.668, Validation Accuracy:  0.667, Loss:  0.458
Epoch   4 Batch  264/269 - Train Accuracy:  0.650, Validation Accuracy:  0.665, Loss:  0.470
Epoch   4 Batch  265/269 - Train Accuracy:  0.664, Validation Accuracy:  0.668, Loss:  0.457
Epoch   4 Batch  266/269 - Train Accuracy:  0.681, Validation Accuracy:  0.665, Loss:  0.440
Epoch   4 Batch  267/269 - Train Accuracy:  0.671, Validation Accuracy:  0.673, Loss:  0.457
Epoch   5 Batch    0/269 - Train Accuracy:  0.656, Validation Accuracy:  0.671, Loss:  0.471
Epoch   5 Batch    1/269 - Train Accuracy:  0.664, Validation Accuracy:  0.663, Loss:  0.462
Epoch   5 Batch    2/269 - Train Accuracy:  0.648, Validation Accuracy:  0.663, Loss:  0.461
Epoch   5 Batch    3/269 - Train Accuracy:  0.674, Validation Accuracy:  0.671, Loss:  0.468
Epoch   5 Batch    4/269 - Train Accuracy:  0.637, Validation Accuracy:  0.664, Loss:  0.469
Epoch   5 Batch    5/269 - Train Accuracy:  0.646, Validation Accuracy:  0.657, Loss:  0.467
Epoch   5 Batch    6/269 - Train Accuracy:  0.684, Validation Accuracy:  0.670, Loss:  0.439
Epoch   5 Batch    7/269 - Train Accuracy:  0.664, Validation Accuracy:  0.669, Loss:  0.441
Epoch   5 Batch    8/269 - Train Accuracy:  0.661, Validation Accuracy:  0.666, Loss:  0.462
Epoch   5 Batch    9/269 - Train Accuracy:  0.665, Validation Accuracy:  0.657, Loss:  0.462
Epoch   5 Batch   10/269 - Train Accuracy:  0.659, Validation Accuracy:  0.667, Loss:  0.462
Epoch   5 Batch   11/269 - Train Accuracy:  0.662, Validation Accuracy:  0.667, Loss:  0.462
Epoch   5 Batch   12/269 - Train Accuracy:  0.645, Validation Accuracy:  0.670, Loss:  0.474
Epoch   5 Batch   13/269 - Train Accuracy:  0.674, Validation Accuracy:  0.671, Loss:  0.411
Epoch   5 Batch   14/269 - Train Accuracy:  0.676, Validation Accuracy:  0.676, Loss:  0.440
Epoch   5 Batch   15/269 - Train Accuracy:  0.670, Validation Accuracy:  0.684, Loss:  0.432
Epoch   5 Batch   16/269 - Train Accuracy:  0.676, Validation Accuracy:  0.680, Loss:  0.447
Epoch   5 Batch   17/269 - Train Accuracy:  0.684, Validation Accuracy:  0.684, Loss:  0.432
Epoch   5 Batch   18/269 - Train Accuracy:  0.664, Validation Accuracy:  0.681, Loss:  0.448
Epoch   5 Batch   19/269 - Train Accuracy:  0.678, Validation Accuracy:  0.683, Loss:  0.409
Epoch   5 Batch   20/269 - Train Accuracy:  0.673, Validation Accuracy:  0.676, Loss:  0.447
Epoch   5 Batch   21/269 - Train Accuracy:  0.658, Validation Accuracy:  0.678, Loss:  0.466
Epoch   5 Batch   22/269 - Train Accuracy:  0.687, Validation Accuracy:  0.684, Loss:  0.426
Epoch   5 Batch   23/269 - Train Accuracy:  0.677, Validation Accuracy:  0.679, Loss:  0.429
Epoch   5 Batch   24/269 - Train Accuracy:  0.659, Validation Accuracy:  0.679, Loss:  0.457
Epoch   5 Batch   25/269 - Train Accuracy:  0.670, Validation Accuracy:  0.690, Loss:  0.461
Epoch   5 Batch   26/269 - Train Accuracy:  0.703, Validation Accuracy:  0.680, Loss:  0.407
Epoch   5 Batch   27/269 - Train Accuracy:  0.671, Validation Accuracy:  0.676, Loss:  0.427
Epoch   5 Batch   28/269 - Train Accuracy:  0.636, Validation Accuracy:  0.680, Loss:  0.461
Epoch   5 Batch   29/269 - Train Accuracy:  0.665, Validation Accuracy:  0.675, Loss:  0.452
Epoch   5 Batch   30/269 - Train Accuracy:  0.688, Validation Accuracy:  0.678, Loss:  0.432
Epoch   5 Batch   31/269 - Train Accuracy:  0.675, Validation Accuracy:  0.673, Loss:  0.427
Epoch   5 Batch   32/269 - Train Accuracy:  0.665, Validation Accuracy:  0.680, Loss:  0.424
Epoch   5 Batch   33/269 - Train Accuracy:  0.699, Validation Accuracy:  0.689, Loss:  0.423
Epoch   5 Batch   34/269 - Train Accuracy:  0.663, Validation Accuracy:  0.670, Loss:  0.434
Epoch   5 Batch   35/269 - Train Accuracy:  0.678, Validation Accuracy:  0.689, Loss:  0.444
Epoch   5 Batch   36/269 - Train Accuracy:  0.679, Validation Accuracy:  0.689, Loss:  0.425
Epoch   5 Batch   37/269 - Train Accuracy:  0.677, Validation Accuracy:  0.675, Loss:  0.434
Epoch   5 Batch   38/269 - Train Accuracy:  0.682, Validation Accuracy:  0.679, Loss:  0.427
Epoch   5 Batch   39/269 - Train Accuracy:  0.685, Validation Accuracy:  0.686, Loss:  0.428
Epoch   5 Batch   40/269 - Train Accuracy:  0.662, Validation Accuracy:  0.668, Loss:  0.452
Epoch   5 Batch   41/269 - Train Accuracy:  0.659, Validation Accuracy:  0.678, Loss:  0.440
Epoch   5 Batch   42/269 - Train Accuracy:  0.699, Validation Accuracy:  0.675, Loss:  0.406
Epoch   5 Batch   43/269 - Train Accuracy:  0.661, Validation Accuracy:  0.667, Loss:  0.450
Epoch   5 Batch   44/269 - Train Accuracy:  0.676, Validation Accuracy:  0.664, Loss:  0.465
Epoch   5 Batch   45/269 - Train Accuracy:  0.650, Validation Accuracy:  0.672, Loss:  0.479
Epoch   5 Batch   46/269 - Train Accuracy:  0.660, Validation Accuracy:  0.664, Loss:  0.480
Epoch   5 Batch   47/269 - Train Accuracy:  0.691, Validation Accuracy:  0.670, Loss:  0.416
Epoch   5 Batch   48/269 - Train Accuracy:  0.689, Validation Accuracy:  0.677, Loss:  0.445
Epoch   5 Batch   49/269 - Train Accuracy:  0.638, Validation Accuracy:  0.670, Loss:  0.445
Epoch   5 Batch   50/269 - Train Accuracy:  0.659, Validation Accuracy:  0.670, Loss:  0.470
Epoch   5 Batch   51/269 - Train Accuracy:  0.655, Validation Accuracy:  0.665, Loss:  0.439
Epoch   5 Batch   52/269 - Train Accuracy:  0.664, Validation Accuracy:  0.674, Loss:  0.421
Epoch   5 Batch   53/269 - Train Accuracy:  0.647, Validation Accuracy:  0.663, Loss:  0.456
Epoch   5 Batch   54/269 - Train Accuracy:  0.673, Validation Accuracy:  0.677, Loss:  0.451
Epoch   5 Batch   55/269 - Train Accuracy:  0.677, Validation Accuracy:  0.678, Loss:  0.419
Epoch   5 Batch   56/269 - Train Accuracy:  0.671, Validation Accuracy:  0.674, Loss:  0.432
Epoch   5 Batch   57/269 - Train Accuracy:  0.668, Validation Accuracy:  0.677, Loss:  0.437
Epoch   5 Batch   58/269 - Train Accuracy:  0.689, Validation Accuracy:  0.676, Loss:  0.416
Epoch   5 Batch   59/269 - Train Accuracy:  0.688, Validation Accuracy:  0.686, Loss:  0.403
Epoch   5 Batch   60/269 - Train Accuracy:  0.697, Validation Accuracy:  0.679, Loss:  0.403
Epoch   5 Batch   61/269 - Train Accuracy:  0.694, Validation Accuracy:  0.679, Loss:  0.391
Epoch   5 Batch   62/269 - Train Accuracy:  0.691, Validation Accuracy:  0.686, Loss:  0.408
Epoch   5 Batch   63/269 - Train Accuracy:  0.673, Validation Accuracy:  0.691, Loss:  0.432
Epoch   5 Batch   64/269 - Train Accuracy:  0.684, Validation Accuracy:  0.689, Loss:  0.411
Epoch   5 Batch   65/269 - Train Accuracy:  0.679, Validation Accuracy:  0.680, Loss:  0.414
Epoch   5 Batch   66/269 - Train Accuracy:  0.688, Validation Accuracy:  0.679, Loss:  0.405
Epoch   5 Batch   67/269 - Train Accuracy:  0.679, Validation Accuracy:  0.680, Loss:  0.425
Epoch   5 Batch   68/269 - Train Accuracy:  0.658, Validation Accuracy:  0.688, Loss:  0.418
Epoch   5 Batch   69/269 - Train Accuracy:  0.649, Validation Accuracy:  0.682, Loss:  0.459
Epoch   5 Batch   70/269 - Train Accuracy:  0.693, Validation Accuracy:  0.688, Loss:  0.419
Epoch   5 Batch   71/269 - Train Accuracy:  0.670, Validation Accuracy:  0.693, Loss:  0.435
Epoch   5 Batch   72/269 - Train Accuracy:  0.696, Validation Accuracy:  0.689, Loss:  0.409
Epoch   5 Batch   73/269 - Train Accuracy:  0.679, Validation Accuracy:  0.695, Loss:  0.427
Epoch   5 Batch   74/269 - Train Accuracy:  0.690, Validation Accuracy:  0.693, Loss:  0.415
Epoch   5 Batch   75/269 - Train Accuracy:  0.692, Validation Accuracy:  0.688, Loss:  0.411
Epoch   5 Batch   76/269 - Train Accuracy:  0.674, Validation Accuracy:  0.692, Loss:  0.412
Epoch   5 Batch   77/269 - Train Accuracy:  0.695, Validation Accuracy:  0.697, Loss:  0.411
Epoch   5 Batch   78/269 - Train Accuracy:  0.698, Validation Accuracy:  0.690, Loss:  0.405
Epoch   5 Batch   79/269 - Train Accuracy:  0.702, Validation Accuracy:  0.688, Loss:  0.405
Epoch   5 Batch   80/269 - Train Accuracy:  0.698, Validation Accuracy:  0.699, Loss:  0.401
Epoch   5 Batch   81/269 - Train Accuracy:  0.689, Validation Accuracy:  0.694, Loss:  0.418
Epoch   5 Batch   82/269 - Train Accuracy:  0.710, Validation Accuracy:  0.688, Loss:  0.389
Epoch   5 Batch   83/269 - Train Accuracy:  0.693, Validation Accuracy:  0.690, Loss:  0.416
Epoch   5 Batch   84/269 - Train Accuracy:  0.699, Validation Accuracy:  0.698, Loss:  0.398
Epoch   5 Batch   85/269 - Train Accuracy:  0.700, Validation Accuracy:  0.696, Loss:  0.401
Epoch   5 Batch   86/269 - Train Accuracy:  0.679, Validation Accuracy:  0.691, Loss:  0.398
Epoch   5 Batch   87/269 - Train Accuracy:  0.675, Validation Accuracy:  0.694, Loss:  0.433
Epoch   5 Batch   88/269 - Train Accuracy:  0.685, Validation Accuracy:  0.692, Loss:  0.409
Epoch   5 Batch   89/269 - Train Accuracy:  0.700, Validation Accuracy:  0.697, Loss:  0.402
Epoch   5 Batch   90/269 - Train Accuracy:  0.647, Validation Accuracy:  0.689, Loss:  0.431
Epoch   5 Batch   91/269 - Train Accuracy:  0.703, Validation Accuracy:  0.686, Loss:  0.399
Epoch   5 Batch   92/269 - Train Accuracy:  0.690, Validation Accuracy:  0.700, Loss:  0.402
Epoch   5 Batch   93/269 - Train Accuracy:  0.699, Validation Accuracy:  0.697, Loss:  0.388
Epoch   5 Batch   94/269 - Train Accuracy:  0.686, Validation Accuracy:  0.698, Loss:  0.412
Epoch   5 Batch   95/269 - Train Accuracy:  0.684, Validation Accuracy:  0.688, Loss:  0.403
Epoch   5 Batch   96/269 - Train Accuracy:  0.688, Validation Accuracy:  0.696, Loss:  0.402
Epoch   5 Batch   97/269 - Train Accuracy:  0.688, Validation Accuracy:  0.688, Loss:  0.393
Epoch   5 Batch   98/269 - Train Accuracy:  0.684, Validation Accuracy:  0.697, Loss:  0.406
Epoch   5 Batch   99/269 - Train Accuracy:  0.676, Validation Accuracy:  0.703, Loss:  0.416
Epoch   5 Batch  100/269 - Train Accuracy:  0.717, Validation Accuracy:  0.699, Loss:  0.394
Epoch   5 Batch  101/269 - Train Accuracy:  0.681, Validation Accuracy:  0.694, Loss:  0.424
Epoch   5 Batch  102/269 - Train Accuracy:  0.676, Validation Accuracy:  0.699, Loss:  0.394
Epoch   5 Batch  103/269 - Train Accuracy:  0.701, Validation Accuracy:  0.697, Loss:  0.397
Epoch   5 Batch  104/269 - Train Accuracy:  0.685, Validation Accuracy:  0.695, Loss:  0.392
Epoch   5 Batch  105/269 - Train Accuracy:  0.685, Validation Accuracy:  0.696, Loss:  0.397
Epoch   5 Batch  106/269 - Train Accuracy:  0.699, Validation Accuracy:  0.703, Loss:  0.389
Epoch   5 Batch  107/269 - Train Accuracy:  0.703, Validation Accuracy:  0.705, Loss:  0.410
Epoch   5 Batch  108/269 - Train Accuracy:  0.689, Validation Accuracy:  0.703, Loss:  0.397
Epoch   5 Batch  109/269 - Train Accuracy:  0.687, Validation Accuracy:  0.703, Loss:  0.394
Epoch   5 Batch  110/269 - Train Accuracy:  0.703, Validation Accuracy:  0.703, Loss:  0.389
Epoch   5 Batch  111/269 - Train Accuracy:  0.667, Validation Accuracy:  0.697, Loss:  0.420
Epoch   5 Batch  112/269 - Train Accuracy:  0.694, Validation Accuracy:  0.702, Loss:  0.393
Epoch   5 Batch  113/269 - Train Accuracy:  0.702, Validation Accuracy:  0.702, Loss:  0.375
Epoch   5 Batch  114/269 - Train Accuracy:  0.699, Validation Accuracy:  0.695, Loss:  0.389
Epoch   5 Batch  115/269 - Train Accuracy:  0.696, Validation Accuracy:  0.702, Loss:  0.404
Epoch   5 Batch  116/269 - Train Accuracy:  0.707, Validation Accuracy:  0.709, Loss:  0.402
Epoch   5 Batch  117/269 - Train Accuracy:  0.688, Validation Accuracy:  0.695, Loss:  0.387
Epoch   5 Batch  118/269 - Train Accuracy:  0.707, Validation Accuracy:  0.700, Loss:  0.387
Epoch   5 Batch  119/269 - Train Accuracy:  0.686, Validation Accuracy:  0.701, Loss:  0.416
Epoch   5 Batch  120/269 - Train Accuracy:  0.698, Validation Accuracy:  0.702, Loss:  0.406
Epoch   5 Batch  121/269 - Train Accuracy:  0.713, Validation Accuracy:  0.700, Loss:  0.384
Epoch   5 Batch  122/269 - Train Accuracy:  0.714, Validation Accuracy:  0.710, Loss:  0.378
Epoch   5 Batch  123/269 - Train Accuracy:  0.689, Validation Accuracy:  0.701, Loss:  0.406
Epoch   5 Batch  124/269 - Train Accuracy:  0.702, Validation Accuracy:  0.696, Loss:  0.381
Epoch   5 Batch  125/269 - Train Accuracy:  0.698, Validation Accuracy:  0.706, Loss:  0.381
Epoch   5 Batch  126/269 - Train Accuracy:  0.700, Validation Accuracy:  0.710, Loss:  0.383
Epoch   5 Batch  127/269 - Train Accuracy:  0.686, Validation Accuracy:  0.705, Loss:  0.399
Epoch   5 Batch  128/269 - Train Accuracy:  0.712, Validation Accuracy:  0.704, Loss:  0.386
Epoch   5 Batch  129/269 - Train Accuracy:  0.692, Validation Accuracy:  0.709, Loss:  0.382
Epoch   5 Batch  130/269 - Train Accuracy:  0.692, Validation Accuracy:  0.707, Loss:  0.403
Epoch   5 Batch  131/269 - Train Accuracy:  0.682, Validation Accuracy:  0.708, Loss:  0.393
Epoch   5 Batch  132/269 - Train Accuracy:  0.692, Validation Accuracy:  0.705, Loss:  0.387
Epoch   5 Batch  133/269 - Train Accuracy:  0.707, Validation Accuracy:  0.701, Loss:  0.371
Epoch   5 Batch  134/269 - Train Accuracy:  0.675, Validation Accuracy:  0.703, Loss:  0.390
Epoch   5 Batch  135/269 - Train Accuracy:  0.693, Validation Accuracy:  0.708, Loss:  0.408
Epoch   5 Batch  136/269 - Train Accuracy:  0.682, Validation Accuracy:  0.711, Loss:  0.406
Epoch   5 Batch  137/269 - Train Accuracy:  0.692, Validation Accuracy:  0.705, Loss:  0.410
Epoch   5 Batch  138/269 - Train Accuracy:  0.701, Validation Accuracy:  0.707, Loss:  0.396
Epoch   5 Batch  139/269 - Train Accuracy:  0.718, Validation Accuracy:  0.705, Loss:  0.373
Epoch   5 Batch  140/269 - Train Accuracy:  0.692, Validation Accuracy:  0.710, Loss:  0.390
Epoch   5 Batch  141/269 - Train Accuracy:  0.710, Validation Accuracy:  0.716, Loss:  0.387
Epoch   5 Batch  142/269 - Train Accuracy:  0.705, Validation Accuracy:  0.714, Loss:  0.372
Epoch   5 Batch  143/269 - Train Accuracy:  0.696, Validation Accuracy:  0.707, Loss:  0.376
Epoch   5 Batch  144/269 - Train Accuracy:  0.716, Validation Accuracy:  0.720, Loss:  0.363
Epoch   5 Batch  145/269 - Train Accuracy:  0.707, Validation Accuracy:  0.717, Loss:  0.372
Epoch   5 Batch  146/269 - Train Accuracy:  0.710, Validation Accuracy:  0.710, Loss:  0.370
Epoch   5 Batch  147/269 - Train Accuracy:  0.714, Validation Accuracy:  0.716, Loss:  0.363
Epoch   5 Batch  148/269 - Train Accuracy:  0.695, Validation Accuracy:  0.709, Loss:  0.383
Epoch   5 Batch  149/269 - Train Accuracy:  0.706, Validation Accuracy:  0.712, Loss:  0.387
Epoch   5 Batch  150/269 - Train Accuracy:  0.714, Validation Accuracy:  0.707, Loss:  0.380
Epoch   5 Batch  151/269 - Train Accuracy:  0.718, Validation Accuracy:  0.716, Loss:  0.367
Epoch   5 Batch  152/269 - Train Accuracy:  0.713, Validation Accuracy:  0.719, Loss:  0.374
Epoch   5 Batch  153/269 - Train Accuracy:  0.719, Validation Accuracy:  0.707, Loss:  0.370
Epoch   5 Batch  154/269 - Train Accuracy:  0.706, Validation Accuracy:  0.710, Loss:  0.384
Epoch   5 Batch  155/269 - Train Accuracy:  0.716, Validation Accuracy:  0.706, Loss:  0.356
Epoch   5 Batch  156/269 - Train Accuracy:  0.681, Validation Accuracy:  0.708, Loss:  0.391
Epoch   5 Batch  157/269 - Train Accuracy:  0.702, Validation Accuracy:  0.713, Loss:  0.374
Epoch   5 Batch  158/269 - Train Accuracy:  0.710, Validation Accuracy:  0.713, Loss:  0.372
Epoch   5 Batch  159/269 - Train Accuracy:  0.707, Validation Accuracy:  0.714, Loss:  0.376
Epoch   5 Batch  160/269 - Train Accuracy:  0.711, Validation Accuracy:  0.710, Loss:  0.375
Epoch   5 Batch  161/269 - Train Accuracy:  0.701, Validation Accuracy:  0.712, Loss:  0.373
Epoch   5 Batch  162/269 - Train Accuracy:  0.714, Validation Accuracy:  0.706, Loss:  0.376
Epoch   5 Batch  163/269 - Train Accuracy:  0.702, Validation Accuracy:  0.712, Loss:  0.378
Epoch   5 Batch  164/269 - Train Accuracy:  0.715, Validation Accuracy:  0.712, Loss:  0.371
Epoch   5 Batch  165/269 - Train Accuracy:  0.700, Validation Accuracy:  0.704, Loss:  0.385
Epoch   5 Batch  166/269 - Train Accuracy:  0.732, Validation Accuracy:  0.718, Loss:  0.358
Epoch   5 Batch  167/269 - Train Accuracy:  0.707, Validation Accuracy:  0.718, Loss:  0.370
Epoch   5 Batch  168/269 - Train Accuracy:  0.700, Validation Accuracy:  0.719, Loss:  0.380
Epoch   5 Batch  169/269 - Train Accuracy:  0.715, Validation Accuracy:  0.713, Loss:  0.371
Epoch   5 Batch  170/269 - Train Accuracy:  0.707, Validation Accuracy:  0.706, Loss:  0.367
Epoch   5 Batch  171/269 - Train Accuracy:  0.703, Validation Accuracy:  0.717, Loss:  0.382
Epoch   5 Batch  172/269 - Train Accuracy:  0.717, Validation Accuracy:  0.722, Loss:  0.376
Epoch   5 Batch  173/269 - Train Accuracy:  0.708, Validation Accuracy:  0.713, Loss:  0.356
Epoch   5 Batch  174/269 - Train Accuracy:  0.698, Validation Accuracy:  0.707, Loss:  0.373
Epoch   5 Batch  175/269 - Train Accuracy:  0.713, Validation Accuracy:  0.714, Loss:  0.384
Epoch   5 Batch  176/269 - Train Accuracy:  0.690, Validation Accuracy:  0.716, Loss:  0.392
Epoch   5 Batch  177/269 - Train Accuracy:  0.721, Validation Accuracy:  0.722, Loss:  0.361
Epoch   5 Batch  178/269 - Train Accuracy:  0.706, Validation Accuracy:  0.718, Loss:  0.379
Epoch   5 Batch  179/269 - Train Accuracy:  0.717, Validation Accuracy:  0.717, Loss:  0.366
Epoch   5 Batch  180/269 - Train Accuracy:  0.724, Validation Accuracy:  0.714, Loss:  0.357
Epoch   5 Batch  181/269 - Train Accuracy:  0.705, Validation Accuracy:  0.713, Loss:  0.366
Epoch   5 Batch  182/269 - Train Accuracy:  0.720, Validation Accuracy:  0.710, Loss:  0.368
Epoch   5 Batch  183/269 - Train Accuracy:  0.764, Validation Accuracy:  0.721, Loss:  0.320
Epoch   5 Batch  184/269 - Train Accuracy:  0.699, Validation Accuracy:  0.715, Loss:  0.374
Epoch   5 Batch  185/269 - Train Accuracy:  0.729, Validation Accuracy:  0.719, Loss:  0.358
Epoch   5 Batch  186/269 - Train Accuracy:  0.705, Validation Accuracy:  0.715, Loss:  0.370
Epoch   5 Batch  187/269 - Train Accuracy:  0.718, Validation Accuracy:  0.720, Loss:  0.354
Epoch   5 Batch  188/269 - Train Accuracy:  0.725, Validation Accuracy:  0.719, Loss:  0.354
Epoch   5 Batch  189/269 - Train Accuracy:  0.724, Validation Accuracy:  0.718, Loss:  0.353
Epoch   5 Batch  190/269 - Train Accuracy:  0.715, Validation Accuracy:  0.716, Loss:  0.350
Epoch   5 Batch  191/269 - Train Accuracy:  0.728, Validation Accuracy:  0.720, Loss:  0.356
Epoch   5 Batch  192/269 - Train Accuracy:  0.722, Validation Accuracy:  0.716, Loss:  0.360
Epoch   5 Batch  193/269 - Train Accuracy:  0.718, Validation Accuracy:  0.710, Loss:  0.353
Epoch   5 Batch  194/269 - Train Accuracy:  0.727, Validation Accuracy:  0.714, Loss:  0.361
Epoch   5 Batch  195/269 - Train Accuracy:  0.713, Validation Accuracy:  0.721, Loss:  0.357
Epoch   5 Batch  196/269 - Train Accuracy:  0.699, Validation Accuracy:  0.719, Loss:  0.349
Epoch   5 Batch  197/269 - Train Accuracy:  0.698, Validation Accuracy:  0.716, Loss:  0.371
Epoch   5 Batch  198/269 - Train Accuracy:  0.718, Validation Accuracy:  0.729, Loss:  0.378
Epoch   5 Batch  199/269 - Train Accuracy:  0.714, Validation Accuracy:  0.725, Loss:  0.369
Epoch   5 Batch  200/269 - Train Accuracy:  0.706, Validation Accuracy:  0.720, Loss:  0.364
Epoch   5 Batch  201/269 - Train Accuracy:  0.703, Validation Accuracy:  0.721, Loss:  0.362
Epoch   5 Batch  202/269 - Train Accuracy:  0.705, Validation Accuracy:  0.723, Loss:  0.354
Epoch   5 Batch  203/269 - Train Accuracy:  0.717, Validation Accuracy:  0.717, Loss:  0.376
Epoch   5 Batch  204/269 - Train Accuracy:  0.695, Validation Accuracy:  0.714, Loss:  0.369
Epoch   5 Batch  205/269 - Train Accuracy:  0.714, Validation Accuracy:  0.717, Loss:  0.352
Epoch   5 Batch  206/269 - Train Accuracy:  0.701, Validation Accuracy:  0.722, Loss:  0.373
Epoch   5 Batch  207/269 - Train Accuracy:  0.730, Validation Accuracy:  0.720, Loss:  0.344
Epoch   5 Batch  208/269 - Train Accuracy:  0.713, Validation Accuracy:  0.720, Loss:  0.368
Epoch   5 Batch  209/269 - Train Accuracy:  0.733, Validation Accuracy:  0.717, Loss:  0.360
Epoch   5 Batch  210/269 - Train Accuracy:  0.724, Validation Accuracy:  0.720, Loss:  0.349
Epoch   5 Batch  211/269 - Train Accuracy:  0.720, Validation Accuracy:  0.717, Loss:  0.354
Epoch   5 Batch  212/269 - Train Accuracy:  0.715, Validation Accuracy:  0.708, Loss:  0.357
Epoch   5 Batch  213/269 - Train Accuracy:  0.714, Validation Accuracy:  0.712, Loss:  0.364
Epoch   5 Batch  214/269 - Train Accuracy:  0.701, Validation Accuracy:  0.702, Loss:  0.374
Epoch   5 Batch  215/269 - Train Accuracy:  0.735, Validation Accuracy:  0.713, Loss:  0.352
Epoch   5 Batch  216/269 - Train Accuracy:  0.687, Validation Accuracy:  0.714, Loss:  0.390
Epoch   5 Batch  217/269 - Train Accuracy:  0.682, Validation Accuracy:  0.709, Loss:  0.376
Epoch   5 Batch  218/269 - Train Accuracy:  0.699, Validation Accuracy:  0.707, Loss:  0.374
Epoch   5 Batch  219/269 - Train Accuracy:  0.723, Validation Accuracy:  0.722, Loss:  0.369
Epoch   5 Batch  220/269 - Train Accuracy:  0.717, Validation Accuracy:  0.716, Loss:  0.341
Epoch   5 Batch  221/269 - Train Accuracy:  0.729, Validation Accuracy:  0.716, Loss:  0.365
Epoch   5 Batch  222/269 - Train Accuracy:  0.735, Validation Accuracy:  0.723, Loss:  0.339
Epoch   5 Batch  223/269 - Train Accuracy:  0.699, Validation Accuracy:  0.714, Loss:  0.345
Epoch   5 Batch  224/269 - Train Accuracy:  0.717, Validation Accuracy:  0.723, Loss:  0.372
Epoch   5 Batch  225/269 - Train Accuracy:  0.718, Validation Accuracy:  0.720, Loss:  0.353
Epoch   5 Batch  226/269 - Train Accuracy:  0.726, Validation Accuracy:  0.723, Loss:  0.348
Epoch   5 Batch  227/269 - Train Accuracy:  0.757, Validation Accuracy:  0.726, Loss:  0.319
Epoch   5 Batch  228/269 - Train Accuracy:  0.720, Validation Accuracy:  0.729, Loss:  0.345
Epoch   5 Batch  229/269 - Train Accuracy:  0.721, Validation Accuracy:  0.724, Loss:  0.348
Epoch   5 Batch  230/269 - Train Accuracy:  0.716, Validation Accuracy:  0.715, Loss:  0.343
Epoch   5 Batch  231/269 - Train Accuracy:  0.715, Validation Accuracy:  0.720, Loss:  0.367
Epoch   5 Batch  232/269 - Train Accuracy:  0.710, Validation Accuracy:  0.721, Loss:  0.359
Epoch   5 Batch  233/269 - Train Accuracy:  0.734, Validation Accuracy:  0.727, Loss:  0.349
Epoch   5 Batch  234/269 - Train Accuracy:  0.741, Validation Accuracy:  0.728, Loss:  0.336
Epoch   5 Batch  235/269 - Train Accuracy:  0.736, Validation Accuracy:  0.732, Loss:  0.338
Epoch   5 Batch  236/269 - Train Accuracy:  0.730, Validation Accuracy:  0.723, Loss:  0.337
Epoch   5 Batch  237/269 - Train Accuracy:  0.713, Validation Accuracy:  0.721, Loss:  0.343
Epoch   5 Batch  238/269 - Train Accuracy:  0.736, Validation Accuracy:  0.731, Loss:  0.337
Epoch   5 Batch  239/269 - Train Accuracy:  0.721, Validation Accuracy:  0.723, Loss:  0.342
Epoch   5 Batch  240/269 - Train Accuracy:  0.739, Validation Accuracy:  0.723, Loss:  0.324
Epoch   5 Batch  241/269 - Train Accuracy:  0.721, Validation Accuracy:  0.723, Loss:  0.353
Epoch   5 Batch  242/269 - Train Accuracy:  0.715, Validation Accuracy:  0.717, Loss:  0.338
Epoch   5 Batch  243/269 - Train Accuracy:  0.732, Validation Accuracy:  0.720, Loss:  0.338
Epoch   5 Batch  244/269 - Train Accuracy:  0.721, Validation Accuracy:  0.722, Loss:  0.338
Epoch   5 Batch  245/269 - Train Accuracy:  0.704, Validation Accuracy:  0.724, Loss:  0.360
Epoch   5 Batch  246/269 - Train Accuracy:  0.719, Validation Accuracy:  0.729, Loss:  0.345
Epoch   5 Batch  247/269 - Train Accuracy:  0.708, Validation Accuracy:  0.726, Loss:  0.352
Epoch   5 Batch  248/269 - Train Accuracy:  0.734, Validation Accuracy:  0.734, Loss:  0.333
Epoch   5 Batch  249/269 - Train Accuracy:  0.766, Validation Accuracy:  0.736, Loss:  0.313
Epoch   5 Batch  250/269 - Train Accuracy:  0.730, Validation Accuracy:  0.730, Loss:  0.348
Epoch   5 Batch  251/269 - Train Accuracy:  0.742, Validation Accuracy:  0.724, Loss:  0.328
Epoch   5 Batch  252/269 - Train Accuracy:  0.725, Validation Accuracy:  0.733, Loss:  0.336
Epoch   5 Batch  253/269 - Train Accuracy:  0.703, Validation Accuracy:  0.725, Loss:  0.344
Epoch   5 Batch  254/269 - Train Accuracy:  0.734, Validation Accuracy:  0.731, Loss:  0.334
Epoch   5 Batch  255/269 - Train Accuracy:  0.743, Validation Accuracy:  0.735, Loss:  0.331
Epoch   5 Batch  256/269 - Train Accuracy:  0.712, Validation Accuracy:  0.727, Loss:  0.338
Epoch   5 Batch  257/269 - Train Accuracy:  0.720, Validation Accuracy:  0.729, Loss:  0.348
Epoch   5 Batch  258/269 - Train Accuracy:  0.729, Validation Accuracy:  0.724, Loss:  0.347
Epoch   5 Batch  259/269 - Train Accuracy:  0.739, Validation Accuracy:  0.729, Loss:  0.337
Epoch   5 Batch  260/269 - Train Accuracy:  0.699, Validation Accuracy:  0.726, Loss:  0.352
Epoch   5 Batch  261/269 - Train Accuracy:  0.702, Validation Accuracy:  0.724, Loss:  0.358
Epoch   5 Batch  262/269 - Train Accuracy:  0.741, Validation Accuracy:  0.730, Loss:  0.345
Epoch   5 Batch  263/269 - Train Accuracy:  0.721, Validation Accuracy:  0.727, Loss:  0.346
Epoch   5 Batch  264/269 - Train Accuracy:  0.716, Validation Accuracy:  0.723, Loss:  0.361
Epoch   5 Batch  265/269 - Train Accuracy:  0.731, Validation Accuracy:  0.723, Loss:  0.353
Epoch   5 Batch  266/269 - Train Accuracy:  0.739, Validation Accuracy:  0.730, Loss:  0.334
Epoch   5 Batch  267/269 - Train Accuracy:  0.721, Validation Accuracy:  0.728, Loss:  0.349
Epoch   6 Batch    0/269 - Train Accuracy:  0.712, Validation Accuracy:  0.726, Loss:  0.354
Epoch   6 Batch    1/269 - Train Accuracy:  0.723, Validation Accuracy:  0.725, Loss:  0.347
Epoch   6 Batch    2/269 - Train Accuracy:  0.713, Validation Accuracy:  0.724, Loss:  0.346
Epoch   6 Batch    3/269 - Train Accuracy:  0.735, Validation Accuracy:  0.726, Loss:  0.345
Epoch   6 Batch    4/269 - Train Accuracy:  0.715, Validation Accuracy:  0.723, Loss:  0.342
Epoch   6 Batch    5/269 - Train Accuracy:  0.691, Validation Accuracy:  0.715, Loss:  0.348
Epoch   6 Batch    6/269 - Train Accuracy:  0.755, Validation Accuracy:  0.723, Loss:  0.326
Epoch   6 Batch    7/269 - Train Accuracy:  0.724, Validation Accuracy:  0.724, Loss:  0.327
Epoch   6 Batch    8/269 - Train Accuracy:  0.708, Validation Accuracy:  0.720, Loss:  0.342
Epoch   6 Batch    9/269 - Train Accuracy:  0.738, Validation Accuracy:  0.731, Loss:  0.346
Epoch   6 Batch   10/269 - Train Accuracy:  0.731, Validation Accuracy:  0.726, Loss:  0.332
Epoch   6 Batch   11/269 - Train Accuracy:  0.732, Validation Accuracy:  0.732, Loss:  0.336
Epoch   6 Batch   12/269 - Train Accuracy:  0.719, Validation Accuracy:  0.731, Loss:  0.349
Epoch   6 Batch   13/269 - Train Accuracy:  0.738, Validation Accuracy:  0.733, Loss:  0.306
Epoch   6 Batch   14/269 - Train Accuracy:  0.733, Validation Accuracy:  0.732, Loss:  0.321
Epoch   6 Batch   15/269 - Train Accuracy:  0.737, Validation Accuracy:  0.739, Loss:  0.315
Epoch   6 Batch   16/269 - Train Accuracy:  0.732, Validation Accuracy:  0.731, Loss:  0.330
Epoch   6 Batch   17/269 - Train Accuracy:  0.742, Validation Accuracy:  0.731, Loss:  0.315
Epoch   6 Batch   18/269 - Train Accuracy:  0.738, Validation Accuracy:  0.747, Loss:  0.336
Epoch   6 Batch   19/269 - Train Accuracy:  0.746, Validation Accuracy:  0.730, Loss:  0.303
Epoch   6 Batch   20/269 - Train Accuracy:  0.737, Validation Accuracy:  0.738, Loss:  0.334
Epoch   6 Batch   21/269 - Train Accuracy:  0.722, Validation Accuracy:  0.736, Loss:  0.352
Epoch   6 Batch   22/269 - Train Accuracy:  0.743, Validation Accuracy:  0.736, Loss:  0.317
Epoch   6 Batch   23/269 - Train Accuracy:  0.737, Validation Accuracy:  0.745, Loss:  0.319
Epoch   6 Batch   24/269 - Train Accuracy:  0.736, Validation Accuracy:  0.743, Loss:  0.335
Epoch   6 Batch   25/269 - Train Accuracy:  0.732, Validation Accuracy:  0.743, Loss:  0.348
Epoch   6 Batch   26/269 - Train Accuracy:  0.738, Validation Accuracy:  0.733, Loss:  0.300
Epoch   6 Batch   27/269 - Train Accuracy:  0.731, Validation Accuracy:  0.733, Loss:  0.319
Epoch   6 Batch   28/269 - Train Accuracy:  0.693, Validation Accuracy:  0.724, Loss:  0.345
Epoch   6 Batch   29/269 - Train Accuracy:  0.732, Validation Accuracy:  0.736, Loss:  0.343
Epoch   6 Batch   30/269 - Train Accuracy:  0.738, Validation Accuracy:  0.734, Loss:  0.318
Epoch   6 Batch   31/269 - Train Accuracy:  0.739, Validation Accuracy:  0.727, Loss:  0.320
Epoch   6 Batch   32/269 - Train Accuracy:  0.731, Validation Accuracy:  0.734, Loss:  0.319
Epoch   6 Batch   33/269 - Train Accuracy:  0.757, Validation Accuracy:  0.732, Loss:  0.309
Epoch   6 Batch   34/269 - Train Accuracy:  0.738, Validation Accuracy:  0.735, Loss:  0.321
Epoch   6 Batch   35/269 - Train Accuracy:  0.728, Validation Accuracy:  0.730, Loss:  0.332
Epoch   6 Batch   36/269 - Train Accuracy:  0.742, Validation Accuracy:  0.744, Loss:  0.328
Epoch   6 Batch   37/269 - Train Accuracy:  0.738, Validation Accuracy:  0.734, Loss:  0.320
Epoch   6 Batch   38/269 - Train Accuracy:  0.726, Validation Accuracy:  0.728, Loss:  0.323
Epoch   6 Batch   39/269 - Train Accuracy:  0.740, Validation Accuracy:  0.728, Loss:  0.324
Epoch   6 Batch   40/269 - Train Accuracy:  0.737, Validation Accuracy:  0.740, Loss:  0.331
Epoch   6 Batch   41/269 - Train Accuracy:  0.723, Validation Accuracy:  0.731, Loss:  0.321
Epoch   6 Batch   42/269 - Train Accuracy:  0.765, Validation Accuracy:  0.731, Loss:  0.304
Epoch   6 Batch   43/269 - Train Accuracy:  0.745, Validation Accuracy:  0.736, Loss:  0.325
Epoch   6 Batch   44/269 - Train Accuracy:  0.730, Validation Accuracy:  0.727, Loss:  0.317
Epoch   6 Batch   45/269 - Train Accuracy:  0.727, Validation Accuracy:  0.726, Loss:  0.329
Epoch   6 Batch   46/269 - Train Accuracy:  0.734, Validation Accuracy:  0.729, Loss:  0.333
Epoch   6 Batch   47/269 - Train Accuracy:  0.746, Validation Accuracy:  0.727, Loss:  0.297
Epoch   6 Batch   48/269 - Train Accuracy:  0.761, Validation Accuracy:  0.736, Loss:  0.309
Epoch   6 Batch   49/269 - Train Accuracy:  0.731, Validation Accuracy:  0.732, Loss:  0.317
Epoch   6 Batch   50/269 - Train Accuracy:  0.722, Validation Accuracy:  0.732, Loss:  0.331
Epoch   6 Batch   51/269 - Train Accuracy:  0.740, Validation Accuracy:  0.735, Loss:  0.312
Epoch   6 Batch   52/269 - Train Accuracy:  0.737, Validation Accuracy:  0.737, Loss:  0.301
Epoch   6 Batch   53/269 - Train Accuracy:  0.741, Validation Accuracy:  0.739, Loss:  0.330
Epoch   6 Batch   54/269 - Train Accuracy:  0.748, Validation Accuracy:  0.738, Loss:  0.323
Epoch   6 Batch   55/269 - Train Accuracy:  0.759, Validation Accuracy:  0.737, Loss:  0.303
Epoch   6 Batch   56/269 - Train Accuracy:  0.743, Validation Accuracy:  0.741, Loss:  0.316
Epoch   6 Batch   57/269 - Train Accuracy:  0.731, Validation Accuracy:  0.737, Loss:  0.320
Epoch   6 Batch   58/269 - Train Accuracy:  0.749, Validation Accuracy:  0.734, Loss:  0.305
Epoch   6 Batch   59/269 - Train Accuracy:  0.762, Validation Accuracy:  0.736, Loss:  0.290
Epoch   6 Batch   60/269 - Train Accuracy:  0.758, Validation Accuracy:  0.741, Loss:  0.291
Epoch   6 Batch   61/269 - Train Accuracy:  0.754, Validation Accuracy:  0.740, Loss:  0.286
Epoch   6 Batch   62/269 - Train Accuracy:  0.762, Validation Accuracy:  0.744, Loss:  0.299
Epoch   6 Batch   63/269 - Train Accuracy:  0.746, Validation Accuracy:  0.738, Loss:  0.317
Epoch   6 Batch   64/269 - Train Accuracy:  0.747, Validation Accuracy:  0.740, Loss:  0.299
Epoch   6 Batch   65/269 - Train Accuracy:  0.736, Validation Accuracy:  0.737, Loss:  0.305
Epoch   6 Batch   66/269 - Train Accuracy:  0.752, Validation Accuracy:  0.733, Loss:  0.303
Epoch   6 Batch   67/269 - Train Accuracy:  0.740, Validation Accuracy:  0.742, Loss:  0.315
Epoch   6 Batch   68/269 - Train Accuracy:  0.727, Validation Accuracy:  0.743, Loss:  0.313
Epoch   6 Batch   69/269 - Train Accuracy:  0.712, Validation Accuracy:  0.735, Loss:  0.343
Epoch   6 Batch   70/269 - Train Accuracy:  0.756, Validation Accuracy:  0.732, Loss:  0.320
Epoch   6 Batch   71/269 - Train Accuracy:  0.717, Validation Accuracy:  0.726, Loss:  0.344
Epoch   6 Batch   72/269 - Train Accuracy:  0.749, Validation Accuracy:  0.731, Loss:  0.330
Epoch   6 Batch   73/269 - Train Accuracy:  0.739, Validation Accuracy:  0.741, Loss:  0.327
Epoch   6 Batch   74/269 - Train Accuracy:  0.738, Validation Accuracy:  0.732, Loss:  0.309
Epoch   6 Batch   75/269 - Train Accuracy:  0.736, Validation Accuracy:  0.731, Loss:  0.315
Epoch   6 Batch   76/269 - Train Accuracy:  0.732, Validation Accuracy:  0.742, Loss:  0.315
Epoch   6 Batch   77/269 - Train Accuracy:  0.740, Validation Accuracy:  0.741, Loss:  0.303
Epoch   6 Batch   78/269 - Train Accuracy:  0.756, Validation Accuracy:  0.730, Loss:  0.308
Epoch   6 Batch   79/269 - Train Accuracy:  0.751, Validation Accuracy:  0.738, Loss:  0.314
Epoch   6 Batch   80/269 - Train Accuracy:  0.760, Validation Accuracy:  0.746, Loss:  0.305
Epoch   6 Batch   81/269 - Train Accuracy:  0.743, Validation Accuracy:  0.745, Loss:  0.319
Epoch   6 Batch   82/269 - Train Accuracy:  0.759, Validation Accuracy:  0.743, Loss:  0.295
Epoch   6 Batch   83/269 - Train Accuracy:  0.749, Validation Accuracy:  0.750, Loss:  0.315
Epoch   6 Batch   84/269 - Train Accuracy:  0.757, Validation Accuracy:  0.743, Loss:  0.301
Epoch   6 Batch   85/269 - Train Accuracy:  0.762, Validation Accuracy:  0.743, Loss:  0.298
Epoch   6 Batch   86/269 - Train Accuracy:  0.747, Validation Accuracy:  0.748, Loss:  0.299
Epoch   6 Batch   87/269 - Train Accuracy:  0.713, Validation Accuracy:  0.730, Loss:  0.328
Epoch   6 Batch   88/269 - Train Accuracy:  0.724, Validation Accuracy:  0.740, Loss:  0.313
Epoch   6 Batch   89/269 - Train Accuracy:  0.762, Validation Accuracy:  0.755, Loss:  0.303
Epoch   6 Batch   90/269 - Train Accuracy:  0.716, Validation Accuracy:  0.742, Loss:  0.322
Epoch   6 Batch   91/269 - Train Accuracy:  0.755, Validation Accuracy:  0.746, Loss:  0.300
Epoch   6 Batch   92/269 - Train Accuracy:  0.749, Validation Accuracy:  0.746, Loss:  0.296
Epoch   6 Batch   93/269 - Train Accuracy:  0.737, Validation Accuracy:  0.739, Loss:  0.293
Epoch   6 Batch   94/269 - Train Accuracy:  0.741, Validation Accuracy:  0.738, Loss:  0.312
Epoch   6 Batch   95/269 - Train Accuracy:  0.741, Validation Accuracy:  0.739, Loss:  0.303
Epoch   6 Batch   96/269 - Train Accuracy:  0.739, Validation Accuracy:  0.744, Loss:  0.303
Epoch   6 Batch   97/269 - Train Accuracy:  0.758, Validation Accuracy:  0.736, Loss:  0.298
Epoch   6 Batch   98/269 - Train Accuracy:  0.750, Validation Accuracy:  0.745, Loss:  0.300
Epoch   6 Batch   99/269 - Train Accuracy:  0.742, Validation Accuracy:  0.739, Loss:  0.314
Epoch   6 Batch  100/269 - Train Accuracy:  0.766, Validation Accuracy:  0.741, Loss:  0.294
Epoch   6 Batch  101/269 - Train Accuracy:  0.739, Validation Accuracy:  0.740, Loss:  0.321
Epoch   6 Batch  102/269 - Train Accuracy:  0.747, Validation Accuracy:  0.742, Loss:  0.298
Epoch   6 Batch  103/269 - Train Accuracy:  0.746, Validation Accuracy:  0.749, Loss:  0.300
Epoch   6 Batch  104/269 - Train Accuracy:  0.741, Validation Accuracy:  0.738, Loss:  0.296
Epoch   6 Batch  105/269 - Train Accuracy:  0.737, Validation Accuracy:  0.739, Loss:  0.296
Epoch   6 Batch  106/269 - Train Accuracy:  0.763, Validation Accuracy:  0.740, Loss:  0.292
Epoch   6 Batch  107/269 - Train Accuracy:  0.763, Validation Accuracy:  0.739, Loss:  0.308
Epoch   6 Batch  108/269 - Train Accuracy:  0.739, Validation Accuracy:  0.741, Loss:  0.298
Epoch   6 Batch  109/269 - Train Accuracy:  0.729, Validation Accuracy:  0.734, Loss:  0.297
Epoch   6 Batch  110/269 - Train Accuracy:  0.740, Validation Accuracy:  0.737, Loss:  0.301
Epoch   6 Batch  111/269 - Train Accuracy:  0.740, Validation Accuracy:  0.742, Loss:  0.324
Epoch   6 Batch  112/269 - Train Accuracy:  0.746, Validation Accuracy:  0.740, Loss:  0.299
Epoch   6 Batch  113/269 - Train Accuracy:  0.754, Validation Accuracy:  0.741, Loss:  0.284
Epoch   6 Batch  114/269 - Train Accuracy:  0.753, Validation Accuracy:  0.747, Loss:  0.295
Epoch   6 Batch  115/269 - Train Accuracy:  0.749, Validation Accuracy:  0.742, Loss:  0.308
Epoch   6 Batch  116/269 - Train Accuracy:  0.761, Validation Accuracy:  0.755, Loss:  0.306
Epoch   6 Batch  117/269 - Train Accuracy:  0.752, Validation Accuracy:  0.751, Loss:  0.287
Epoch   6 Batch  118/269 - Train Accuracy:  0.759, Validation Accuracy:  0.746, Loss:  0.283
Epoch   6 Batch  119/269 - Train Accuracy:  0.747, Validation Accuracy:  0.750, Loss:  0.313
Epoch   6 Batch  120/269 - Train Accuracy:  0.745, Validation Accuracy:  0.756, Loss:  0.300
Epoch   6 Batch  121/269 - Train Accuracy:  0.758, Validation Accuracy:  0.753, Loss:  0.285
Epoch   6 Batch  122/269 - Train Accuracy:  0.762, Validation Accuracy:  0.761, Loss:  0.286
Epoch   6 Batch  123/269 - Train Accuracy:  0.746, Validation Accuracy:  0.757, Loss:  0.303
Epoch   6 Batch  124/269 - Train Accuracy:  0.756, Validation Accuracy:  0.753, Loss:  0.280
Epoch   6 Batch  125/269 - Train Accuracy:  0.768, Validation Accuracy:  0.755, Loss:  0.281
Epoch   6 Batch  126/269 - Train Accuracy:  0.753, Validation Accuracy:  0.752, Loss:  0.286
Epoch   6 Batch  127/269 - Train Accuracy:  0.739, Validation Accuracy:  0.755, Loss:  0.300
Epoch   6 Batch  128/269 - Train Accuracy:  0.767, Validation Accuracy:  0.752, Loss:  0.289
Epoch   6 Batch  129/269 - Train Accuracy:  0.743, Validation Accuracy:  0.747, Loss:  0.286
Epoch   6 Batch  130/269 - Train Accuracy:  0.744, Validation Accuracy:  0.743, Loss:  0.303
Epoch   6 Batch  131/269 - Train Accuracy:  0.743, Validation Accuracy:  0.745, Loss:  0.292
Epoch   6 Batch  132/269 - Train Accuracy:  0.748, Validation Accuracy:  0.744, Loss:  0.293
Epoch   6 Batch  133/269 - Train Accuracy:  0.765, Validation Accuracy:  0.751, Loss:  0.279
Epoch   6 Batch  134/269 - Train Accuracy:  0.749, Validation Accuracy:  0.751, Loss:  0.292
Epoch   6 Batch  135/269 - Train Accuracy:  0.747, Validation Accuracy:  0.746, Loss:  0.308
Epoch   6 Batch  136/269 - Train Accuracy:  0.731, Validation Accuracy:  0.743, Loss:  0.308
Epoch   6 Batch  137/269 - Train Accuracy:  0.738, Validation Accuracy:  0.745, Loss:  0.310
Epoch   6 Batch  138/269 - Train Accuracy:  0.748, Validation Accuracy:  0.747, Loss:  0.295
Epoch   6 Batch  139/269 - Train Accuracy:  0.769, Validation Accuracy:  0.748, Loss:  0.278
Epoch   6 Batch  140/269 - Train Accuracy:  0.738, Validation Accuracy:  0.745, Loss:  0.302
Epoch   6 Batch  141/269 - Train Accuracy:  0.746, Validation Accuracy:  0.747, Loss:  0.305
Epoch   6 Batch  142/269 - Train Accuracy:  0.752, Validation Accuracy:  0.758, Loss:  0.285
Epoch   6 Batch  143/269 - Train Accuracy:  0.761, Validation Accuracy:  0.754, Loss:  0.284
Epoch   6 Batch  144/269 - Train Accuracy:  0.769, Validation Accuracy:  0.751, Loss:  0.276
Epoch   6 Batch  145/269 - Train Accuracy:  0.744, Validation Accuracy:  0.746, Loss:  0.290
Epoch   6 Batch  146/269 - Train Accuracy:  0.755, Validation Accuracy:  0.752, Loss:  0.289
Epoch   6 Batch  147/269 - Train Accuracy:  0.764, Validation Accuracy:  0.753, Loss:  0.274
Epoch   6 Batch  148/269 - Train Accuracy:  0.730, Validation Accuracy:  0.733, Loss:  0.298
Epoch   6 Batch  149/269 - Train Accuracy:  0.743, Validation Accuracy:  0.738, Loss:  0.314
Epoch   6 Batch  150/269 - Train Accuracy:  0.761, Validation Accuracy:  0.750, Loss:  0.293
Epoch   6 Batch  151/269 - Train Accuracy:  0.758, Validation Accuracy:  0.740, Loss:  0.277
Epoch   6 Batch  152/269 - Train Accuracy:  0.752, Validation Accuracy:  0.737, Loss:  0.295
Epoch   6 Batch  153/269 - Train Accuracy:  0.760, Validation Accuracy:  0.742, Loss:  0.294
Epoch   6 Batch  154/269 - Train Accuracy:  0.736, Validation Accuracy:  0.729, Loss:  0.296
Epoch   6 Batch  155/269 - Train Accuracy:  0.766, Validation Accuracy:  0.738, Loss:  0.281
Epoch   6 Batch  156/269 - Train Accuracy:  0.736, Validation Accuracy:  0.744, Loss:  0.302
Epoch   6 Batch  157/269 - Train Accuracy:  0.752, Validation Accuracy:  0.748, Loss:  0.279
Epoch   6 Batch  158/269 - Train Accuracy:  0.754, Validation Accuracy:  0.754, Loss:  0.285
Epoch   6 Batch  159/269 - Train Accuracy:  0.746, Validation Accuracy:  0.741, Loss:  0.294
Epoch   6 Batch  160/269 - Train Accuracy:  0.757, Validation Accuracy:  0.752, Loss:  0.291
Epoch   6 Batch  161/269 - Train Accuracy:  0.753, Validation Accuracy:  0.750, Loss:  0.288
Epoch   6 Batch  162/269 - Train Accuracy:  0.774, Validation Accuracy:  0.749, Loss:  0.294
Epoch   6 Batch  163/269 - Train Accuracy:  0.752, Validation Accuracy:  0.747, Loss:  0.286
Epoch   6 Batch  164/269 - Train Accuracy:  0.769, Validation Accuracy:  0.756, Loss:  0.284
Epoch   6 Batch  165/269 - Train Accuracy:  0.754, Validation Accuracy:  0.760, Loss:  0.288
Epoch   6 Batch  166/269 - Train Accuracy:  0.775, Validation Accuracy:  0.759, Loss:  0.269
Epoch   6 Batch  167/269 - Train Accuracy:  0.760, Validation Accuracy:  0.762, Loss:  0.281
Epoch   6 Batch  168/269 - Train Accuracy:  0.761, Validation Accuracy:  0.767, Loss:  0.287
Epoch   6 Batch  169/269 - Train Accuracy:  0.761, Validation Accuracy:  0.766, Loss:  0.278
Epoch   6 Batch  170/269 - Train Accuracy:  0.774, Validation Accuracy:  0.764, Loss:  0.277
Epoch   6 Batch  171/269 - Train Accuracy:  0.772, Validation Accuracy:  0.762, Loss:  0.283
Epoch   6 Batch  172/269 - Train Accuracy:  0.763, Validation Accuracy:  0.765, Loss:  0.290
Epoch   6 Batch  173/269 - Train Accuracy:  0.767, Validation Accuracy:  0.759, Loss:  0.268
Epoch   6 Batch  174/269 - Train Accuracy:  0.766, Validation Accuracy:  0.762, Loss:  0.280
Epoch   6 Batch  175/269 - Train Accuracy:  0.770, Validation Accuracy:  0.762, Loss:  0.294
Epoch   6 Batch  176/269 - Train Accuracy:  0.736, Validation Accuracy:  0.758, Loss:  0.294
Epoch   6 Batch  177/269 - Train Accuracy:  0.773, Validation Accuracy:  0.764, Loss:  0.267
Epoch   6 Batch  178/269 - Train Accuracy:  0.755, Validation Accuracy:  0.762, Loss:  0.282
Epoch   6 Batch  179/269 - Train Accuracy:  0.755, Validation Accuracy:  0.765, Loss:  0.274
Epoch   6 Batch  180/269 - Train Accuracy:  0.777, Validation Accuracy:  0.761, Loss:  0.268
Epoch   6 Batch  181/269 - Train Accuracy:  0.764, Validation Accuracy:  0.752, Loss:  0.281
Epoch   6 Batch  182/269 - Train Accuracy:  0.775, Validation Accuracy:  0.756, Loss:  0.279
Epoch   6 Batch  183/269 - Train Accuracy:  0.801, Validation Accuracy:  0.758, Loss:  0.237
Epoch   6 Batch  184/269 - Train Accuracy:  0.753, Validation Accuracy:  0.744, Loss:  0.281
Epoch   6 Batch  185/269 - Train Accuracy:  0.780, Validation Accuracy:  0.761, Loss:  0.276
Epoch   6 Batch  186/269 - Train Accuracy:  0.763, Validation Accuracy:  0.762, Loss:  0.280
Epoch   6 Batch  187/269 - Train Accuracy:  0.787, Validation Accuracy:  0.757, Loss:  0.266
Epoch   6 Batch  188/269 - Train Accuracy:  0.786, Validation Accuracy:  0.770, Loss:  0.264
Epoch   6 Batch  189/269 - Train Accuracy:  0.771, Validation Accuracy:  0.771, Loss:  0.265
Epoch   6 Batch  190/269 - Train Accuracy:  0.775, Validation Accuracy:  0.755, Loss:  0.265
Epoch   6 Batch  191/269 - Train Accuracy:  0.777, Validation Accuracy:  0.759, Loss:  0.268
Epoch   6 Batch  192/269 - Train Accuracy:  0.776, Validation Accuracy:  0.763, Loss:  0.273
Epoch   6 Batch  193/269 - Train Accuracy:  0.777, Validation Accuracy:  0.761, Loss:  0.264
Epoch   6 Batch  194/269 - Train Accuracy:  0.775, Validation Accuracy:  0.754, Loss:  0.273
Epoch   6 Batch  195/269 - Train Accuracy:  0.765, Validation Accuracy:  0.764, Loss:  0.273
Epoch   6 Batch  196/269 - Train Accuracy:  0.761, Validation Accuracy:  0.761, Loss:  0.266
Epoch   6 Batch  197/269 - Train Accuracy:  0.745, Validation Accuracy:  0.769, Loss:  0.284
Epoch   6 Batch  198/269 - Train Accuracy:  0.758, Validation Accuracy:  0.767, Loss:  0.285
Epoch   6 Batch  199/269 - Train Accuracy:  0.771, Validation Accuracy:  0.769, Loss:  0.279
Epoch   6 Batch  200/269 - Train Accuracy:  0.757, Validation Accuracy:  0.772, Loss:  0.276
Epoch   6 Batch  201/269 - Train Accuracy:  0.770, Validation Accuracy:  0.757, Loss:  0.271
Epoch   6 Batch  202/269 - Train Accuracy:  0.761, Validation Accuracy:  0.769, Loss:  0.268
Epoch   6 Batch  203/269 - Train Accuracy:  0.773, Validation Accuracy:  0.767, Loss:  0.283
Epoch   6 Batch  204/269 - Train Accuracy:  0.759, Validation Accuracy:  0.761, Loss:  0.280
Epoch   6 Batch  205/269 - Train Accuracy:  0.768, Validation Accuracy:  0.768, Loss:  0.268
Epoch   6 Batch  206/269 - Train Accuracy:  0.750, Validation Accuracy:  0.773, Loss:  0.285
Epoch   6 Batch  207/269 - Train Accuracy:  0.776, Validation Accuracy:  0.759, Loss:  0.261
Epoch   6 Batch  208/269 - Train Accuracy:  0.760, Validation Accuracy:  0.769, Loss:  0.280
Epoch   6 Batch  209/269 - Train Accuracy:  0.790, Validation Accuracy:  0.761, Loss:  0.273
Epoch   6 Batch  210/269 - Train Accuracy:  0.777, Validation Accuracy:  0.764, Loss:  0.265
Epoch   6 Batch  211/269 - Train Accuracy:  0.767, Validation Accuracy:  0.760, Loss:  0.270
Epoch   6 Batch  212/269 - Train Accuracy:  0.769, Validation Accuracy:  0.749, Loss:  0.283
Epoch   6 Batch  213/269 - Train Accuracy:  0.774, Validation Accuracy:  0.761, Loss:  0.278
Epoch   6 Batch  214/269 - Train Accuracy:  0.768, Validation Accuracy:  0.760, Loss:  0.274
Epoch   6 Batch  215/269 - Train Accuracy:  0.778, Validation Accuracy:  0.765, Loss:  0.256
Epoch   6 Batch  216/269 - Train Accuracy:  0.753, Validation Accuracy:  0.763, Loss:  0.296
Epoch   6 Batch  217/269 - Train Accuracy:  0.736, Validation Accuracy:  0.752, Loss:  0.280
Epoch   6 Batch  218/269 - Train Accuracy:  0.755, Validation Accuracy:  0.762, Loss:  0.282
Epoch   6 Batch  219/269 - Train Accuracy:  0.771, Validation Accuracy:  0.773, Loss:  0.288
Epoch   6 Batch  220/269 - Train Accuracy:  0.766, Validation Accuracy:  0.772, Loss:  0.260
Epoch   6 Batch  221/269 - Train Accuracy:  0.791, Validation Accuracy:  0.770, Loss:  0.268
Epoch   6 Batch  222/269 - Train Accuracy:  0.799, Validation Accuracy:  0.780, Loss:  0.259
Epoch   6 Batch  223/269 - Train Accuracy:  0.766, Validation Accuracy:  0.772, Loss:  0.259
Epoch   6 Batch  224/269 - Train Accuracy:  0.779, Validation Accuracy:  0.768, Loss:  0.276
Epoch   6 Batch  225/269 - Train Accuracy:  0.781, Validation Accuracy:  0.772, Loss:  0.265
Epoch   6 Batch  226/269 - Train Accuracy:  0.788, Validation Accuracy:  0.777, Loss:  0.264
Epoch   6 Batch  227/269 - Train Accuracy:  0.799, Validation Accuracy:  0.770, Loss:  0.244
Epoch   6 Batch  228/269 - Train Accuracy:  0.776, Validation Accuracy:  0.775, Loss:  0.263
Epoch   6 Batch  229/269 - Train Accuracy:  0.764, Validation Accuracy:  0.767, Loss:  0.262
Epoch   6 Batch  230/269 - Train Accuracy:  0.775, Validation Accuracy:  0.771, Loss:  0.260
Epoch   6 Batch  231/269 - Train Accuracy:  0.768, Validation Accuracy:  0.772, Loss:  0.277
Epoch   6 Batch  232/269 - Train Accuracy:  0.766, Validation Accuracy:  0.777, Loss:  0.269
Epoch   6 Batch  233/269 - Train Accuracy:  0.794, Validation Accuracy:  0.775, Loss:  0.268
Epoch   6 Batch  234/269 - Train Accuracy:  0.787, Validation Accuracy:  0.771, Loss:  0.259
Epoch   6 Batch  235/269 - Train Accuracy:  0.782, Validation Accuracy:  0.775, Loss:  0.256
Epoch   6 Batch  236/269 - Train Accuracy:  0.786, Validation Accuracy:  0.779, Loss:  0.250
Epoch   6 Batch  237/269 - Train Accuracy:  0.758, Validation Accuracy:  0.765, Loss:  0.266
Epoch   6 Batch  238/269 - Train Accuracy:  0.799, Validation Accuracy:  0.776, Loss:  0.262
Epoch   6 Batch  239/269 - Train Accuracy:  0.770, Validation Accuracy:  0.771, Loss:  0.255
Epoch   6 Batch  240/269 - Train Accuracy:  0.806, Validation Accuracy:  0.769, Loss:  0.250
Epoch   6 Batch  241/269 - Train Accuracy:  0.774, Validation Accuracy:  0.761, Loss:  0.276
Epoch   6 Batch  242/269 - Train Accuracy:  0.763, Validation Accuracy:  0.756, Loss:  0.256
Epoch   6 Batch  243/269 - Train Accuracy:  0.783, Validation Accuracy:  0.769, Loss:  0.255
Epoch   6 Batch  244/269 - Train Accuracy:  0.768, Validation Accuracy:  0.761, Loss:  0.259
Epoch   6 Batch  245/269 - Train Accuracy:  0.744, Validation Accuracy:  0.764, Loss:  0.275
Epoch   6 Batch  246/269 - Train Accuracy:  0.771, Validation Accuracy:  0.771, Loss:  0.262
Epoch   6 Batch  247/269 - Train Accuracy:  0.762, Validation Accuracy:  0.768, Loss:  0.266
Epoch   6 Batch  248/269 - Train Accuracy:  0.790, Validation Accuracy:  0.772, Loss:  0.258
Epoch   6 Batch  249/269 - Train Accuracy:  0.808, Validation Accuracy:  0.784, Loss:  0.240
Epoch   6 Batch  250/269 - Train Accuracy:  0.774, Validation Accuracy:  0.777, Loss:  0.262
Epoch   6 Batch  251/269 - Train Accuracy:  0.798, Validation Accuracy:  0.781, Loss:  0.249
Epoch   6 Batch  252/269 - Train Accuracy:  0.775, Validation Accuracy:  0.783, Loss:  0.256
Epoch   6 Batch  253/269 - Train Accuracy:  0.768, Validation Accuracy:  0.786, Loss:  0.266
Epoch   6 Batch  254/269 - Train Accuracy:  0.801, Validation Accuracy:  0.783, Loss:  0.249
Epoch   6 Batch  255/269 - Train Accuracy:  0.790, Validation Accuracy:  0.781, Loss:  0.253
Epoch   6 Batch  256/269 - Train Accuracy:  0.773, Validation Accuracy:  0.785, Loss:  0.261
Epoch   6 Batch  257/269 - Train Accuracy:  0.773, Validation Accuracy:  0.776, Loss:  0.266
Epoch   6 Batch  258/269 - Train Accuracy:  0.783, Validation Accuracy:  0.781, Loss:  0.262
Epoch   6 Batch  259/269 - Train Accuracy:  0.795, Validation Accuracy:  0.782, Loss:  0.252
Epoch   6 Batch  260/269 - Train Accuracy:  0.760, Validation Accuracy:  0.783, Loss:  0.267
Epoch   6 Batch  261/269 - Train Accuracy:  0.757, Validation Accuracy:  0.772, Loss:  0.262
Epoch   6 Batch  262/269 - Train Accuracy:  0.797, Validation Accuracy:  0.781, Loss:  0.257
Epoch   6 Batch  263/269 - Train Accuracy:  0.781, Validation Accuracy:  0.770, Loss:  0.262
Epoch   6 Batch  264/269 - Train Accuracy:  0.768, Validation Accuracy:  0.768, Loss:  0.272
Epoch   6 Batch  265/269 - Train Accuracy:  0.790, Validation Accuracy:  0.772, Loss:  0.254
Epoch   6 Batch  266/269 - Train Accuracy:  0.793, Validation Accuracy:  0.778, Loss:  0.249
Epoch   6 Batch  267/269 - Train Accuracy:  0.773, Validation Accuracy:  0.766, Loss:  0.263
Epoch   7 Batch    0/269 - Train Accuracy:  0.771, Validation Accuracy:  0.771, Loss:  0.266
Epoch   7 Batch    1/269 - Train Accuracy:  0.775, Validation Accuracy:  0.772, Loss:  0.260
Epoch   7 Batch    2/269 - Train Accuracy:  0.778, Validation Accuracy:  0.774, Loss:  0.259
Epoch   7 Batch    3/269 - Train Accuracy:  0.783, Validation Accuracy:  0.770, Loss:  0.259
Epoch   7 Batch    4/269 - Train Accuracy:  0.767, Validation Accuracy:  0.769, Loss:  0.264
Epoch   7 Batch    5/269 - Train Accuracy:  0.740, Validation Accuracy:  0.770, Loss:  0.268
Epoch   7 Batch    6/269 - Train Accuracy:  0.803, Validation Accuracy:  0.765, Loss:  0.247
Epoch   7 Batch    7/269 - Train Accuracy:  0.789, Validation Accuracy:  0.759, Loss:  0.249
Epoch   7 Batch    8/269 - Train Accuracy:  0.775, Validation Accuracy:  0.771, Loss:  0.261
Epoch   7 Batch    9/269 - Train Accuracy:  0.782, Validation Accuracy:  0.777, Loss:  0.261
Epoch   7 Batch   10/269 - Train Accuracy:  0.786, Validation Accuracy:  0.776, Loss:  0.252
Epoch   7 Batch   11/269 - Train Accuracy:  0.790, Validation Accuracy:  0.779, Loss:  0.259
Epoch   7 Batch   12/269 - Train Accuracy:  0.768, Validation Accuracy:  0.779, Loss:  0.269
Epoch   7 Batch   13/269 - Train Accuracy:  0.787, Validation Accuracy:  0.779, Loss:  0.230
Epoch   7 Batch   14/269 - Train Accuracy:  0.784, Validation Accuracy:  0.772, Loss:  0.245
Epoch   7 Batch   15/269 - Train Accuracy:  0.763, Validation Accuracy:  0.764, Loss:  0.243
Epoch   7 Batch   16/269 - Train Accuracy:  0.786, Validation Accuracy:  0.777, Loss:  0.266
Epoch   7 Batch   17/269 - Train Accuracy:  0.788, Validation Accuracy:  0.778, Loss:  0.244
Epoch   7 Batch   18/269 - Train Accuracy:  0.784, Validation Accuracy:  0.792, Loss:  0.256
Epoch   7 Batch   19/269 - Train Accuracy:  0.800, Validation Accuracy:  0.782, Loss:  0.227
Epoch   7 Batch   20/269 - Train Accuracy:  0.782, Validation Accuracy:  0.770, Loss:  0.253
Epoch   7 Batch   21/269 - Train Accuracy:  0.769, Validation Accuracy:  0.780, Loss:  0.278
Epoch   7 Batch   22/269 - Train Accuracy:  0.788, Validation Accuracy:  0.792, Loss:  0.246
Epoch   7 Batch   23/269 - Train Accuracy:  0.782, Validation Accuracy:  0.797, Loss:  0.245
Epoch   7 Batch   24/269 - Train Accuracy:  0.782, Validation Accuracy:  0.781, Loss:  0.250
Epoch   7 Batch   25/269 - Train Accuracy:  0.762, Validation Accuracy:  0.772, Loss:  0.267
Epoch   7 Batch   26/269 - Train Accuracy:  0.803, Validation Accuracy:  0.786, Loss:  0.236
Epoch   7 Batch   27/269 - Train Accuracy:  0.789, Validation Accuracy:  0.783, Loss:  0.242
Epoch   7 Batch   28/269 - Train Accuracy:  0.730, Validation Accuracy:  0.769, Loss:  0.270
Epoch   7 Batch   29/269 - Train Accuracy:  0.783, Validation Accuracy:  0.768, Loss:  0.272
Epoch   7 Batch   30/269 - Train Accuracy:  0.790, Validation Accuracy:  0.774, Loss:  0.255
Epoch   7 Batch   31/269 - Train Accuracy:  0.793, Validation Accuracy:  0.781, Loss:  0.246
Epoch   7 Batch   32/269 - Train Accuracy:  0.771, Validation Accuracy:  0.765, Loss:  0.242
Epoch   7 Batch   33/269 - Train Accuracy:  0.796, Validation Accuracy:  0.777, Loss:  0.239
Epoch   7 Batch   34/269 - Train Accuracy:  0.784, Validation Accuracy:  0.783, Loss:  0.245
Epoch   7 Batch   35/269 - Train Accuracy:  0.801, Validation Accuracy:  0.772, Loss:  0.252
Epoch   7 Batch   36/269 - Train Accuracy:  0.782, Validation Accuracy:  0.777, Loss:  0.247
Epoch   7 Batch   37/269 - Train Accuracy:  0.796, Validation Accuracy:  0.782, Loss:  0.248
Epoch   7 Batch   38/269 - Train Accuracy:  0.785, Validation Accuracy:  0.783, Loss:  0.242
Epoch   7 Batch   39/269 - Train Accuracy:  0.789, Validation Accuracy:  0.782, Loss:  0.243
Epoch   7 Batch   40/269 - Train Accuracy:  0.783, Validation Accuracy:  0.786, Loss:  0.249
Epoch   7 Batch   41/269 - Train Accuracy:  0.792, Validation Accuracy:  0.786, Loss:  0.246
Epoch   7 Batch   42/269 - Train Accuracy:  0.811, Validation Accuracy:  0.779, Loss:  0.226
Epoch   7 Batch   43/269 - Train Accuracy:  0.799, Validation Accuracy:  0.789, Loss:  0.247
Epoch   7 Batch   44/269 - Train Accuracy:  0.794, Validation Accuracy:  0.782, Loss:  0.239
Epoch   7 Batch   45/269 - Train Accuracy:  0.775, Validation Accuracy:  0.777, Loss:  0.248
Epoch   7 Batch   46/269 - Train Accuracy:  0.787, Validation Accuracy:  0.781, Loss:  0.248
Epoch   7 Batch   47/269 - Train Accuracy:  0.801, Validation Accuracy:  0.785, Loss:  0.223
Epoch   7 Batch   48/269 - Train Accuracy:  0.801, Validation Accuracy:  0.777, Loss:  0.232
Epoch   7 Batch   49/269 - Train Accuracy:  0.782, Validation Accuracy:  0.772, Loss:  0.241
Epoch   7 Batch   50/269 - Train Accuracy:  0.768, Validation Accuracy:  0.777, Loss:  0.257
Epoch   7 Batch   51/269 - Train Accuracy:  0.787, Validation Accuracy:  0.782, Loss:  0.240
Epoch   7 Batch   52/269 - Train Accuracy:  0.777, Validation Accuracy:  0.779, Loss:  0.225
Epoch   7 Batch   53/269 - Train Accuracy:  0.795, Validation Accuracy:  0.774, Loss:  0.256
Epoch   7 Batch   54/269 - Train Accuracy:  0.804, Validation Accuracy:  0.780, Loss:  0.248
Epoch   7 Batch   55/269 - Train Accuracy:  0.808, Validation Accuracy:  0.785, Loss:  0.233
Epoch   7 Batch   56/269 - Train Accuracy:  0.785, Validation Accuracy:  0.782, Loss:  0.240
Epoch   7 Batch   57/269 - Train Accuracy:  0.777, Validation Accuracy:  0.777, Loss:  0.248
Epoch   7 Batch   58/269 - Train Accuracy:  0.799, Validation Accuracy:  0.780, Loss:  0.235
Epoch   7 Batch   59/269 - Train Accuracy:  0.808, Validation Accuracy:  0.788, Loss:  0.224
Epoch   7 Batch   60/269 - Train Accuracy:  0.794, Validation Accuracy:  0.791, Loss:  0.227
Epoch   7 Batch   61/269 - Train Accuracy:  0.815, Validation Accuracy:  0.787, Loss:  0.219
Epoch   7 Batch   62/269 - Train Accuracy:  0.805, Validation Accuracy:  0.787, Loss:  0.234
Epoch   7 Batch   63/269 - Train Accuracy:  0.790, Validation Accuracy:  0.791, Loss:  0.248
Epoch   7 Batch   64/269 - Train Accuracy:  0.794, Validation Accuracy:  0.783, Loss:  0.227
Epoch   7 Batch   65/269 - Train Accuracy:  0.767, Validation Accuracy:  0.775, Loss:  0.235
Epoch   7 Batch   66/269 - Train Accuracy:  0.786, Validation Accuracy:  0.782, Loss:  0.237
Epoch   7 Batch   67/269 - Train Accuracy:  0.791, Validation Accuracy:  0.787, Loss:  0.247
Epoch   7 Batch   68/269 - Train Accuracy:  0.758, Validation Accuracy:  0.784, Loss:  0.246
Epoch   7 Batch   69/269 - Train Accuracy:  0.779, Validation Accuracy:  0.779, Loss:  0.270
Epoch   7 Batch   70/269 - Train Accuracy:  0.817, Validation Accuracy:  0.784, Loss:  0.245
Epoch   7 Batch   71/269 - Train Accuracy:  0.787, Validation Accuracy:  0.787, Loss:  0.252
Epoch   7 Batch   72/269 - Train Accuracy:  0.790, Validation Accuracy:  0.782, Loss:  0.236
Epoch   7 Batch   73/269 - Train Accuracy:  0.793, Validation Accuracy:  0.786, Loss:  0.248
Epoch   7 Batch   74/269 - Train Accuracy:  0.784, Validation Accuracy:  0.786, Loss:  0.238
Epoch   7 Batch   75/269 - Train Accuracy:  0.795, Validation Accuracy:  0.788, Loss:  0.236
Epoch   7 Batch   76/269 - Train Accuracy:  0.778, Validation Accuracy:  0.790, Loss:  0.236
Epoch   7 Batch   77/269 - Train Accuracy:  0.794, Validation Accuracy:  0.785, Loss:  0.229
Epoch   7 Batch   78/269 - Train Accuracy:  0.804, Validation Accuracy:  0.788, Loss:  0.233
Epoch   7 Batch   79/269 - Train Accuracy:  0.793, Validation Accuracy:  0.793, Loss:  0.233
Epoch   7 Batch   80/269 - Train Accuracy:  0.789, Validation Accuracy:  0.788, Loss:  0.227
Epoch   7 Batch   81/269 - Train Accuracy:  0.793, Validation Accuracy:  0.786, Loss:  0.246
Epoch   7 Batch   82/269 - Train Accuracy:  0.825, Validation Accuracy:  0.793, Loss:  0.221
Epoch   7 Batch   83/269 - Train Accuracy:  0.797, Validation Accuracy:  0.795, Loss:  0.240
Epoch   7 Batch   84/269 - Train Accuracy:  0.799, Validation Accuracy:  0.788, Loss:  0.228
Epoch   7 Batch   85/269 - Train Accuracy:  0.815, Validation Accuracy:  0.788, Loss:  0.227
Epoch   7 Batch   86/269 - Train Accuracy:  0.805, Validation Accuracy:  0.795, Loss:  0.223
Epoch   7 Batch   87/269 - Train Accuracy:  0.778, Validation Accuracy:  0.793, Loss:  0.249
Epoch   7 Batch   88/269 - Train Accuracy:  0.783, Validation Accuracy:  0.785, Loss:  0.235
Epoch   7 Batch   89/269 - Train Accuracy:  0.804, Validation Accuracy:  0.788, Loss:  0.227
Epoch   7 Batch   90/269 - Train Accuracy:  0.781, Validation Accuracy:  0.784, Loss:  0.244
Epoch   7 Batch   91/269 - Train Accuracy:  0.804, Validation Accuracy:  0.786, Loss:  0.222
Epoch   7 Batch   92/269 - Train Accuracy:  0.811, Validation Accuracy:  0.798, Loss:  0.225
Epoch   7 Batch   93/269 - Train Accuracy:  0.787, Validation Accuracy:  0.794, Loss:  0.222
Epoch   7 Batch   94/269 - Train Accuracy:  0.788, Validation Accuracy:  0.791, Loss:  0.241
Epoch   7 Batch   95/269 - Train Accuracy:  0.805, Validation Accuracy:  0.777, Loss:  0.224
Epoch   7 Batch   96/269 - Train Accuracy:  0.785, Validation Accuracy:  0.789, Loss:  0.231
Epoch   7 Batch   97/269 - Train Accuracy:  0.802, Validation Accuracy:  0.785, Loss:  0.230
Epoch   7 Batch   98/269 - Train Accuracy:  0.797, Validation Accuracy:  0.793, Loss:  0.229
Epoch   7 Batch   99/269 - Train Accuracy:  0.783, Validation Accuracy:  0.790, Loss:  0.231
Epoch   7 Batch  100/269 - Train Accuracy:  0.815, Validation Accuracy:  0.789, Loss:  0.223
Epoch   7 Batch  101/269 - Train Accuracy:  0.780, Validation Accuracy:  0.792, Loss:  0.244
Epoch   7 Batch  102/269 - Train Accuracy:  0.791, Validation Accuracy:  0.797, Loss:  0.221
Epoch   7 Batch  103/269 - Train Accuracy:  0.802, Validation Accuracy:  0.785, Loss:  0.234
Epoch   7 Batch  104/269 - Train Accuracy:  0.792, Validation Accuracy:  0.789, Loss:  0.224
Epoch   7 Batch  105/269 - Train Accuracy:  0.797, Validation Accuracy:  0.790, Loss:  0.224
Epoch   7 Batch  106/269 - Train Accuracy:  0.807, Validation Accuracy:  0.792, Loss:  0.221
Epoch   7 Batch  107/269 - Train Accuracy:  0.805, Validation Accuracy:  0.790, Loss:  0.232
Epoch   7 Batch  108/269 - Train Accuracy:  0.802, Validation Accuracy:  0.793, Loss:  0.226
Epoch   7 Batch  109/269 - Train Accuracy:  0.788, Validation Accuracy:  0.785, Loss:  0.227
Epoch   7 Batch  110/269 - Train Accuracy:  0.796, Validation Accuracy:  0.786, Loss:  0.224
Epoch   7 Batch  111/269 - Train Accuracy:  0.795, Validation Accuracy:  0.788, Loss:  0.242
Epoch   7 Batch  112/269 - Train Accuracy:  0.800, Validation Accuracy:  0.781, Loss:  0.225
Epoch   7 Batch  113/269 - Train Accuracy:  0.801, Validation Accuracy:  0.788, Loss:  0.214
Epoch   7 Batch  114/269 - Train Accuracy:  0.802, Validation Accuracy:  0.791, Loss:  0.225
Epoch   7 Batch  115/269 - Train Accuracy:  0.798, Validation Accuracy:  0.786, Loss:  0.229
Epoch   7 Batch  116/269 - Train Accuracy:  0.804, Validation Accuracy:  0.794, Loss:  0.228
Epoch   7 Batch  117/269 - Train Accuracy:  0.802, Validation Accuracy:  0.794, Loss:  0.219
Epoch   7 Batch  118/269 - Train Accuracy:  0.822, Validation Accuracy:  0.799, Loss:  0.212
Epoch   7 Batch  119/269 - Train Accuracy:  0.801, Validation Accuracy:  0.801, Loss:  0.234
Epoch   7 Batch  120/269 - Train Accuracy:  0.788, Validation Accuracy:  0.786, Loss:  0.226
Epoch   7 Batch  121/269 - Train Accuracy:  0.795, Validation Accuracy:  0.794, Loss:  0.218
Epoch   7 Batch  122/269 - Train Accuracy:  0.798, Validation Accuracy:  0.796, Loss:  0.220
Epoch   7 Batch  123/269 - Train Accuracy:  0.799, Validation Accuracy:  0.794, Loss:  0.229
Epoch   7 Batch  124/269 - Train Accuracy:  0.791, Validation Accuracy:  0.796, Loss:  0.214
Epoch   7 Batch  125/269 - Train Accuracy:  0.810, Validation Accuracy:  0.788, Loss:  0.215
Epoch   7 Batch  126/269 - Train Accuracy:  0.794, Validation Accuracy:  0.793, Loss:  0.221
Epoch   7 Batch  127/269 - Train Accuracy:  0.786, Validation Accuracy:  0.792, Loss:  0.229
Epoch   7 Batch  128/269 - Train Accuracy:  0.814, Validation Accuracy:  0.788, Loss:  0.221
Epoch   7 Batch  129/269 - Train Accuracy:  0.786, Validation Accuracy:  0.793, Loss:  0.218
Epoch   7 Batch  130/269 - Train Accuracy:  0.796, Validation Accuracy:  0.787, Loss:  0.230
Epoch   7 Batch  131/269 - Train Accuracy:  0.784, Validation Accuracy:  0.800, Loss:  0.224
Epoch   7 Batch  132/269 - Train Accuracy:  0.782, Validation Accuracy:  0.787, Loss:  0.230
Epoch   7 Batch  133/269 - Train Accuracy:  0.813, Validation Accuracy:  0.792, Loss:  0.217
Epoch   7 Batch  134/269 - Train Accuracy:  0.785, Validation Accuracy:  0.796, Loss:  0.224
Epoch   7 Batch  135/269 - Train Accuracy:  0.793, Validation Accuracy:  0.788, Loss:  0.240
Epoch   7 Batch  136/269 - Train Accuracy:  0.780, Validation Accuracy:  0.796, Loss:  0.239
Epoch   7 Batch  137/269 - Train Accuracy:  0.787, Validation Accuracy:  0.795, Loss:  0.236
Epoch   7 Batch  138/269 - Train Accuracy:  0.793, Validation Accuracy:  0.790, Loss:  0.225
Epoch   7 Batch  139/269 - Train Accuracy:  0.804, Validation Accuracy:  0.795, Loss:  0.214
Epoch   7 Batch  140/269 - Train Accuracy:  0.801, Validation Accuracy:  0.792, Loss:  0.226
Epoch   7 Batch  141/269 - Train Accuracy:  0.795, Validation Accuracy:  0.783, Loss:  0.227
Epoch   7 Batch  142/269 - Train Accuracy:  0.795, Validation Accuracy:  0.801, Loss:  0.220
Epoch   7 Batch  143/269 - Train Accuracy:  0.818, Validation Accuracy:  0.800, Loss:  0.217
Epoch   7 Batch  144/269 - Train Accuracy:  0.808, Validation Accuracy:  0.803, Loss:  0.203
Epoch   7 Batch  145/269 - Train Accuracy:  0.795, Validation Accuracy:  0.798, Loss:  0.212
Epoch   7 Batch  146/269 - Train Accuracy:  0.810, Validation Accuracy:  0.797, Loss:  0.216
Epoch   7 Batch  147/269 - Train Accuracy:  0.813, Validation Accuracy:  0.791, Loss:  0.207
Epoch   7 Batch  148/269 - Train Accuracy:  0.792, Validation Accuracy:  0.796, Loss:  0.224
Epoch   7 Batch  149/269 - Train Accuracy:  0.803, Validation Accuracy:  0.788, Loss:  0.227
Epoch   7 Batch  150/269 - Train Accuracy:  0.798, Validation Accuracy:  0.793, Loss:  0.216
Epoch   7 Batch  151/269 - Train Accuracy:  0.811, Validation Accuracy:  0.797, Loss:  0.214
Epoch   7 Batch  152/269 - Train Accuracy:  0.795, Validation Accuracy:  0.791, Loss:  0.217
Epoch   7 Batch  153/269 - Train Accuracy:  0.793, Validation Accuracy:  0.792, Loss:  0.218
Epoch   7 Batch  154/269 - Train Accuracy:  0.811, Validation Accuracy:  0.793, Loss:  0.225
Epoch   7 Batch  155/269 - Train Accuracy:  0.815, Validation Accuracy:  0.799, Loss:  0.206
Epoch   7 Batch  156/269 - Train Accuracy:  0.801, Validation Accuracy:  0.801, Loss:  0.220
Epoch   7 Batch  157/269 - Train Accuracy:  0.799, Validation Accuracy:  0.791, Loss:  0.210
Epoch   7 Batch  158/269 - Train Accuracy:  0.804, Validation Accuracy:  0.802, Loss:  0.216
Epoch   7 Batch  159/269 - Train Accuracy:  0.796, Validation Accuracy:  0.797, Loss:  0.221
Epoch   7 Batch  160/269 - Train Accuracy:  0.806, Validation Accuracy:  0.796, Loss:  0.215
Epoch   7 Batch  161/269 - Train Accuracy:  0.803, Validation Accuracy:  0.802, Loss:  0.213
Epoch   7 Batch  162/269 - Train Accuracy:  0.823, Validation Accuracy:  0.800, Loss:  0.215
Epoch   7 Batch  163/269 - Train Accuracy:  0.805, Validation Accuracy:  0.803, Loss:  0.213
Epoch   7 Batch  164/269 - Train Accuracy:  0.821, Validation Accuracy:  0.802, Loss:  0.208
Epoch   7 Batch  165/269 - Train Accuracy:  0.805, Validation Accuracy:  0.805, Loss:  0.211
Epoch   7 Batch  166/269 - Train Accuracy:  0.828, Validation Accuracy:  0.804, Loss:  0.203
Epoch   7 Batch  167/269 - Train Accuracy:  0.808, Validation Accuracy:  0.806, Loss:  0.209
Epoch   7 Batch  168/269 - Train Accuracy:  0.811, Validation Accuracy:  0.801, Loss:  0.217
Epoch   7 Batch  169/269 - Train Accuracy:  0.808, Validation Accuracy:  0.797, Loss:  0.209
Epoch   7 Batch  170/269 - Train Accuracy:  0.812, Validation Accuracy:  0.808, Loss:  0.209
Epoch   7 Batch  171/269 - Train Accuracy:  0.816, Validation Accuracy:  0.808, Loss:  0.214
Epoch   7 Batch  172/269 - Train Accuracy:  0.794, Validation Accuracy:  0.797, Loss:  0.225
Epoch   7 Batch  173/269 - Train Accuracy:  0.808, Validation Accuracy:  0.797, Loss:  0.205
Epoch   7 Batch  174/269 - Train Accuracy:  0.807, Validation Accuracy:  0.801, Loss:  0.213
Epoch   7 Batch  175/269 - Train Accuracy:  0.800, Validation Accuracy:  0.802, Loss:  0.224
Epoch   7 Batch  176/269 - Train Accuracy:  0.788, Validation Accuracy:  0.804, Loss:  0.227
Epoch   7 Batch  177/269 - Train Accuracy:  0.803, Validation Accuracy:  0.794, Loss:  0.206
Epoch   7 Batch  178/269 - Train Accuracy:  0.796, Validation Accuracy:  0.801, Loss:  0.214
Epoch   7 Batch  179/269 - Train Accuracy:  0.797, Validation Accuracy:  0.801, Loss:  0.210
Epoch   7 Batch  180/269 - Train Accuracy:  0.825, Validation Accuracy:  0.803, Loss:  0.203
Epoch   7 Batch  181/269 - Train Accuracy:  0.807, Validation Accuracy:  0.804, Loss:  0.211
Epoch   7 Batch  182/269 - Train Accuracy:  0.813, Validation Accuracy:  0.805, Loss:  0.208
Epoch   7 Batch  183/269 - Train Accuracy:  0.844, Validation Accuracy:  0.800, Loss:  0.178
Epoch   7 Batch  184/269 - Train Accuracy:  0.803, Validation Accuracy:  0.800, Loss:  0.211
Epoch   7 Batch  185/269 - Train Accuracy:  0.818, Validation Accuracy:  0.803, Loss:  0.206
Epoch   7 Batch  186/269 - Train Accuracy:  0.800, Validation Accuracy:  0.800, Loss:  0.211
Epoch   7 Batch  187/269 - Train Accuracy:  0.822, Validation Accuracy:  0.803, Loss:  0.203
Epoch   7 Batch  188/269 - Train Accuracy:  0.820, Validation Accuracy:  0.795, Loss:  0.196
Epoch   7 Batch  189/269 - Train Accuracy:  0.813, Validation Accuracy:  0.800, Loss:  0.202
Epoch   7 Batch  190/269 - Train Accuracy:  0.817, Validation Accuracy:  0.800, Loss:  0.200
Epoch   7 Batch  191/269 - Train Accuracy:  0.813, Validation Accuracy:  0.799, Loss:  0.198
Epoch   7 Batch  192/269 - Train Accuracy:  0.825, Validation Accuracy:  0.806, Loss:  0.209
Epoch   7 Batch  193/269 - Train Accuracy:  0.823, Validation Accuracy:  0.805, Loss:  0.199
Epoch   7 Batch  194/269 - Train Accuracy:  0.813, Validation Accuracy:  0.798, Loss:  0.206
Epoch   7 Batch  195/269 - Train Accuracy:  0.807, Validation Accuracy:  0.796, Loss:  0.208
Epoch   7 Batch  196/269 - Train Accuracy:  0.805, Validation Accuracy:  0.800, Loss:  0.200
Epoch   7 Batch  197/269 - Train Accuracy:  0.789, Validation Accuracy:  0.802, Loss:  0.218
Epoch   7 Batch  198/269 - Train Accuracy:  0.807, Validation Accuracy:  0.800, Loss:  0.216
Epoch   7 Batch  199/269 - Train Accuracy:  0.804, Validation Accuracy:  0.797, Loss:  0.216
Epoch   7 Batch  200/269 - Train Accuracy:  0.807, Validation Accuracy:  0.796, Loss:  0.216
Epoch   7 Batch  201/269 - Train Accuracy:  0.807, Validation Accuracy:  0.796, Loss:  0.205
Epoch   7 Batch  202/269 - Train Accuracy:  0.802, Validation Accuracy:  0.790, Loss:  0.208
Epoch   7 Batch  203/269 - Train Accuracy:  0.808, Validation Accuracy:  0.794, Loss:  0.219
Epoch   7 Batch  204/269 - Train Accuracy:  0.783, Validation Accuracy:  0.792, Loss:  0.216
Epoch   7 Batch  205/269 - Train Accuracy:  0.796, Validation Accuracy:  0.786, Loss:  0.210
Epoch   7 Batch  206/269 - Train Accuracy:  0.803, Validation Accuracy:  0.799, Loss:  0.225
Epoch   7 Batch  207/269 - Train Accuracy:  0.815, Validation Accuracy:  0.799, Loss:  0.202
Epoch   7 Batch  208/269 - Train Accuracy:  0.803, Validation Accuracy:  0.800, Loss:  0.219
Epoch   7 Batch  209/269 - Train Accuracy:  0.825, Validation Accuracy:  0.797, Loss:  0.201
Epoch   7 Batch  210/269 - Train Accuracy:  0.814, Validation Accuracy:  0.801, Loss:  0.200
Epoch   7 Batch  211/269 - Train Accuracy:  0.818, Validation Accuracy:  0.803, Loss:  0.204
Epoch   7 Batch  212/269 - Train Accuracy:  0.816, Validation Accuracy:  0.798, Loss:  0.203
Epoch   7 Batch  213/269 - Train Accuracy:  0.820, Validation Accuracy:  0.802, Loss:  0.203
Epoch   7 Batch  214/269 - Train Accuracy:  0.808, Validation Accuracy:  0.802, Loss:  0.209
Epoch   7 Batch  215/269 - Train Accuracy:  0.831, Validation Accuracy:  0.805, Loss:  0.195
Epoch   7 Batch  216/269 - Train Accuracy:  0.787, Validation Accuracy:  0.801, Loss:  0.223
Epoch   7 Batch  217/269 - Train Accuracy:  0.796, Validation Accuracy:  0.805, Loss:  0.214
Epoch   7 Batch  218/269 - Train Accuracy:  0.817, Validation Accuracy:  0.807, Loss:  0.213
Epoch   7 Batch  219/269 - Train Accuracy:  0.822, Validation Accuracy:  0.802, Loss:  0.208
Epoch   7 Batch  220/269 - Train Accuracy:  0.816, Validation Accuracy:  0.796, Loss:  0.193
Epoch   7 Batch  221/269 - Train Accuracy:  0.826, Validation Accuracy:  0.811, Loss:  0.207
Epoch   7 Batch  222/269 - Train Accuracy:  0.838, Validation Accuracy:  0.805, Loss:  0.189
Epoch   7 Batch  223/269 - Train Accuracy:  0.801, Validation Accuracy:  0.798, Loss:  0.194
Epoch   7 Batch  224/269 - Train Accuracy:  0.823, Validation Accuracy:  0.811, Loss:  0.215
Epoch   7 Batch  225/269 - Train Accuracy:  0.815, Validation Accuracy:  0.798, Loss:  0.195
Epoch   7 Batch  226/269 - Train Accuracy:  0.829, Validation Accuracy:  0.794, Loss:  0.206
Epoch   7 Batch  227/269 - Train Accuracy:  0.837, Validation Accuracy:  0.799, Loss:  0.190
Epoch   7 Batch  228/269 - Train Accuracy:  0.806, Validation Accuracy:  0.803, Loss:  0.197
Epoch   7 Batch  229/269 - Train Accuracy:  0.803, Validation Accuracy:  0.802, Loss:  0.206
Epoch   7 Batch  230/269 - Train Accuracy:  0.816, Validation Accuracy:  0.802, Loss:  0.199
Epoch   7 Batch  231/269 - Train Accuracy:  0.799, Validation Accuracy:  0.805, Loss:  0.209
Epoch   7 Batch  232/269 - Train Accuracy:  0.812, Validation Accuracy:  0.804, Loss:  0.208
Epoch   7 Batch  233/269 - Train Accuracy:  0.828, Validation Accuracy:  0.796, Loss:  0.206
Epoch   7 Batch  234/269 - Train Accuracy:  0.816, Validation Accuracy:  0.799, Loss:  0.198
Epoch   7 Batch  235/269 - Train Accuracy:  0.832, Validation Accuracy:  0.813, Loss:  0.193
Epoch   7 Batch  236/269 - Train Accuracy:  0.816, Validation Accuracy:  0.808, Loss:  0.189
Epoch   7 Batch  237/269 - Train Accuracy:  0.805, Validation Accuracy:  0.807, Loss:  0.199
Epoch   7 Batch  238/269 - Train Accuracy:  0.825, Validation Accuracy:  0.804, Loss:  0.196
Epoch   7 Batch  239/269 - Train Accuracy:  0.814, Validation Accuracy:  0.810, Loss:  0.198
Epoch   7 Batch  240/269 - Train Accuracy:  0.848, Validation Accuracy:  0.805, Loss:  0.181
Epoch   7 Batch  241/269 - Train Accuracy:  0.810, Validation Accuracy:  0.798, Loss:  0.210
Epoch   7 Batch  242/269 - Train Accuracy:  0.809, Validation Accuracy:  0.807, Loss:  0.190
Epoch   7 Batch  243/269 - Train Accuracy:  0.836, Validation Accuracy:  0.807, Loss:  0.187
Epoch   7 Batch  244/269 - Train Accuracy:  0.814, Validation Accuracy:  0.796, Loss:  0.197
Epoch   7 Batch  245/269 - Train Accuracy:  0.809, Validation Accuracy:  0.811, Loss:  0.206
Epoch   7 Batch  246/269 - Train Accuracy:  0.809, Validation Accuracy:  0.804, Loss:  0.196
Epoch   7 Batch  247/269 - Train Accuracy:  0.817, Validation Accuracy:  0.808, Loss:  0.199
Epoch   7 Batch  248/269 - Train Accuracy:  0.829, Validation Accuracy:  0.802, Loss:  0.188
Epoch   7 Batch  249/269 - Train Accuracy:  0.839, Validation Accuracy:  0.813, Loss:  0.180
Epoch   7 Batch  250/269 - Train Accuracy:  0.809, Validation Accuracy:  0.807, Loss:  0.194
Epoch   7 Batch  251/269 - Train Accuracy:  0.843, Validation Accuracy:  0.807, Loss:  0.186
Epoch   7 Batch  252/269 - Train Accuracy:  0.827, Validation Accuracy:  0.813, Loss:  0.191
Epoch   7 Batch  253/269 - Train Accuracy:  0.810, Validation Accuracy:  0.813, Loss:  0.200
Epoch   7 Batch  254/269 - Train Accuracy:  0.830, Validation Accuracy:  0.806, Loss:  0.186
Epoch   7 Batch  255/269 - Train Accuracy:  0.827, Validation Accuracy:  0.814, Loss:  0.189
Epoch   7 Batch  256/269 - Train Accuracy:  0.809, Validation Accuracy:  0.817, Loss:  0.194
Epoch   7 Batch  257/269 - Train Accuracy:  0.805, Validation Accuracy:  0.808, Loss:  0.199
Epoch   7 Batch  258/269 - Train Accuracy:  0.807, Validation Accuracy:  0.812, Loss:  0.199
Epoch   7 Batch  259/269 - Train Accuracy:  0.837, Validation Accuracy:  0.804, Loss:  0.192
Epoch   7 Batch  260/269 - Train Accuracy:  0.801, Validation Accuracy:  0.807, Loss:  0.201
Epoch   7 Batch  261/269 - Train Accuracy:  0.798, Validation Accuracy:  0.814, Loss:  0.194
Epoch   7 Batch  262/269 - Train Accuracy:  0.838, Validation Accuracy:  0.802, Loss:  0.192
Epoch   7 Batch  263/269 - Train Accuracy:  0.816, Validation Accuracy:  0.815, Loss:  0.194
Epoch   7 Batch  264/269 - Train Accuracy:  0.793, Validation Accuracy:  0.809, Loss:  0.204
Epoch   7 Batch  265/269 - Train Accuracy:  0.836, Validation Accuracy:  0.812, Loss:  0.191
Epoch   7 Batch  266/269 - Train Accuracy:  0.841, Validation Accuracy:  0.813, Loss:  0.186
Epoch   7 Batch  267/269 - Train Accuracy:  0.822, Validation Accuracy:  0.816, Loss:  0.196
Epoch   8 Batch    0/269 - Train Accuracy:  0.819, Validation Accuracy:  0.820, Loss:  0.198
Epoch   8 Batch    1/269 - Train Accuracy:  0.822, Validation Accuracy:  0.809, Loss:  0.191
Epoch   8 Batch    2/269 - Train Accuracy:  0.826, Validation Accuracy:  0.819, Loss:  0.193
Epoch   8 Batch    3/269 - Train Accuracy:  0.839, Validation Accuracy:  0.817, Loss:  0.188
Epoch   8 Batch    4/269 - Train Accuracy:  0.812, Validation Accuracy:  0.802, Loss:  0.191
Epoch   8 Batch    5/269 - Train Accuracy:  0.785, Validation Accuracy:  0.808, Loss:  0.198
Epoch   8 Batch    6/269 - Train Accuracy:  0.843, Validation Accuracy:  0.805, Loss:  0.187
Epoch   8 Batch    7/269 - Train Accuracy:  0.835, Validation Accuracy:  0.810, Loss:  0.184
Epoch   8 Batch    8/269 - Train Accuracy:  0.817, Validation Accuracy:  0.810, Loss:  0.189
Epoch   8 Batch    9/269 - Train Accuracy:  0.812, Validation Accuracy:  0.799, Loss:  0.195
Epoch   8 Batch   10/269 - Train Accuracy:  0.822, Validation Accuracy:  0.807, Loss:  0.190
Epoch   8 Batch   11/269 - Train Accuracy:  0.826, Validation Accuracy:  0.810, Loss:  0.199
Epoch   8 Batch   12/269 - Train Accuracy:  0.827, Validation Accuracy:  0.810, Loss:  0.201
Epoch   8 Batch   13/269 - Train Accuracy:  0.820, Validation Accuracy:  0.809, Loss:  0.169
Epoch   8 Batch   14/269 - Train Accuracy:  0.813, Validation Accuracy:  0.805, Loss:  0.191
Epoch   8 Batch   15/269 - Train Accuracy:  0.818, Validation Accuracy:  0.821, Loss:  0.185
Epoch   8 Batch   16/269 - Train Accuracy:  0.833, Validation Accuracy:  0.824, Loss:  0.192
Epoch   8 Batch   17/269 - Train Accuracy:  0.818, Validation Accuracy:  0.804, Loss:  0.174
Epoch   8 Batch   18/269 - Train Accuracy:  0.812, Validation Accuracy:  0.805, Loss:  0.198
Epoch   8 Batch   19/269 - Train Accuracy:  0.841, Validation Accuracy:  0.820, Loss:  0.180
Epoch   8 Batch   20/269 - Train Accuracy:  0.831, Validation Accuracy:  0.810, Loss:  0.185
Epoch   8 Batch   21/269 - Train Accuracy:  0.804, Validation Accuracy:  0.822, Loss:  0.209
Epoch   8 Batch   22/269 - Train Accuracy:  0.818, Validation Accuracy:  0.821, Loss:  0.188
Epoch   8 Batch   23/269 - Train Accuracy:  0.819, Validation Accuracy:  0.817, Loss:  0.185
Epoch   8 Batch   24/269 - Train Accuracy:  0.817, Validation Accuracy:  0.816, Loss:  0.185
Epoch   8 Batch   25/269 - Train Accuracy:  0.820, Validation Accuracy:  0.815, Loss:  0.205
Epoch   8 Batch   26/269 - Train Accuracy:  0.830, Validation Accuracy:  0.822, Loss:  0.170
Epoch   8 Batch   27/269 - Train Accuracy:  0.824, Validation Accuracy:  0.819, Loss:  0.179
Epoch   8 Batch   28/269 - Train Accuracy:  0.801, Validation Accuracy:  0.807, Loss:  0.205
Epoch   8 Batch   29/269 - Train Accuracy:  0.841, Validation Accuracy:  0.820, Loss:  0.194
Epoch   8 Batch   30/269 - Train Accuracy:  0.826, Validation Accuracy:  0.820, Loss:  0.177
Epoch   8 Batch   31/269 - Train Accuracy:  0.835, Validation Accuracy:  0.808, Loss:  0.179
Epoch   8 Batch   32/269 - Train Accuracy:  0.813, Validation Accuracy:  0.813, Loss:  0.178
Epoch   8 Batch   33/269 - Train Accuracy:  0.821, Validation Accuracy:  0.817, Loss:  0.170
Epoch   8 Batch   34/269 - Train Accuracy:  0.816, Validation Accuracy:  0.807, Loss:  0.180
Epoch   8 Batch   35/269 - Train Accuracy:  0.829, Validation Accuracy:  0.820, Loss:  0.192
Epoch   8 Batch   36/269 - Train Accuracy:  0.818, Validation Accuracy:  0.815, Loss:  0.182
Epoch   8 Batch   37/269 - Train Accuracy:  0.831, Validation Accuracy:  0.813, Loss:  0.184
Epoch   8 Batch   38/269 - Train Accuracy:  0.823, Validation Accuracy:  0.820, Loss:  0.177
Epoch   8 Batch   39/269 - Train Accuracy:  0.828, Validation Accuracy:  0.817, Loss:  0.179
Epoch   8 Batch   40/269 - Train Accuracy:  0.825, Validation Accuracy:  0.825, Loss:  0.181
Epoch   8 Batch   41/269 - Train Accuracy:  0.828, Validation Accuracy:  0.827, Loss:  0.182
Epoch   8 Batch   42/269 - Train Accuracy:  0.842, Validation Accuracy:  0.824, Loss:  0.166
Epoch   8 Batch   43/269 - Train Accuracy:  0.836, Validation Accuracy:  0.826, Loss:  0.180
Epoch   8 Batch   44/269 - Train Accuracy:  0.837, Validation Accuracy:  0.819, Loss:  0.176
Epoch   8 Batch   45/269 - Train Accuracy:  0.822, Validation Accuracy:  0.817, Loss:  0.182
Epoch   8 Batch   46/269 - Train Accuracy:  0.832, Validation Accuracy:  0.823, Loss:  0.179
Epoch   8 Batch   47/269 - Train Accuracy:  0.847, Validation Accuracy:  0.824, Loss:  0.163
Epoch   8 Batch   48/269 - Train Accuracy:  0.840, Validation Accuracy:  0.817, Loss:  0.173
Epoch   8 Batch   49/269 - Train Accuracy:  0.823, Validation Accuracy:  0.824, Loss:  0.174
Epoch   8 Batch   50/269 - Train Accuracy:  0.798, Validation Accuracy:  0.829, Loss:  0.187
Epoch   8 Batch   51/269 - Train Accuracy:  0.818, Validation Accuracy:  0.817, Loss:  0.175
Epoch   8 Batch   52/269 - Train Accuracy:  0.815, Validation Accuracy:  0.823, Loss:  0.166
Epoch   8 Batch   53/269 - Train Accuracy:  0.827, Validation Accuracy:  0.821, Loss:  0.191
Epoch   8 Batch   54/269 - Train Accuracy:  0.841, Validation Accuracy:  0.823, Loss:  0.178
Epoch   8 Batch   55/269 - Train Accuracy:  0.856, Validation Accuracy:  0.824, Loss:  0.170
Epoch   8 Batch   56/269 - Train Accuracy:  0.828, Validation Accuracy:  0.823, Loss:  0.178
Epoch   8 Batch   57/269 - Train Accuracy:  0.831, Validation Accuracy:  0.826, Loss:  0.182
Epoch   8 Batch   58/269 - Train Accuracy:  0.835, Validation Accuracy:  0.821, Loss:  0.169
Epoch   8 Batch   59/269 - Train Accuracy:  0.863, Validation Accuracy:  0.826, Loss:  0.157
Epoch   8 Batch   60/269 - Train Accuracy:  0.838, Validation Accuracy:  0.818, Loss:  0.163
Epoch   8 Batch   61/269 - Train Accuracy:  0.836, Validation Accuracy:  0.827, Loss:  0.162
Epoch   8 Batch   62/269 - Train Accuracy:  0.835, Validation Accuracy:  0.825, Loss:  0.171
Epoch   8 Batch   63/269 - Train Accuracy:  0.827, Validation Accuracy:  0.825, Loss:  0.183
Epoch   8 Batch   64/269 - Train Accuracy:  0.835, Validation Accuracy:  0.828, Loss:  0.164
Epoch   8 Batch   65/269 - Train Accuracy:  0.818, Validation Accuracy:  0.828, Loss:  0.171
Epoch   8 Batch   66/269 - Train Accuracy:  0.829, Validation Accuracy:  0.814, Loss:  0.174
Epoch   8 Batch   67/269 - Train Accuracy:  0.830, Validation Accuracy:  0.811, Loss:  0.181
Epoch   8 Batch   68/269 - Train Accuracy:  0.808, Validation Accuracy:  0.824, Loss:  0.183
Epoch   8 Batch   69/269 - Train Accuracy:  0.823, Validation Accuracy:  0.822, Loss:  0.197
Epoch   8 Batch   70/269 - Train Accuracy:  0.849, Validation Accuracy:  0.822, Loss:  0.175
Epoch   8 Batch   71/269 - Train Accuracy:  0.822, Validation Accuracy:  0.822, Loss:  0.188
Epoch   8 Batch   72/269 - Train Accuracy:  0.831, Validation Accuracy:  0.816, Loss:  0.175
Epoch   8 Batch   73/269 - Train Accuracy:  0.826, Validation Accuracy:  0.817, Loss:  0.185
Epoch   8 Batch   74/269 - Train Accuracy:  0.828, Validation Accuracy:  0.823, Loss:  0.173
Epoch   8 Batch   75/269 - Train Accuracy:  0.841, Validation Accuracy:  0.823, Loss:  0.173
Epoch   8 Batch   76/269 - Train Accuracy:  0.830, Validation Accuracy:  0.817, Loss:  0.172
Epoch   8 Batch   77/269 - Train Accuracy:  0.833, Validation Accuracy:  0.819, Loss:  0.168
Epoch   8 Batch   78/269 - Train Accuracy:  0.844, Validation Accuracy:  0.819, Loss:  0.171
Epoch   8 Batch   79/269 - Train Accuracy:  0.817, Validation Accuracy:  0.828, Loss:  0.172
Epoch   8 Batch   80/269 - Train Accuracy:  0.832, Validation Accuracy:  0.827, Loss:  0.167
Epoch   8 Batch   81/269 - Train Accuracy:  0.834, Validation Accuracy:  0.822, Loss:  0.180
Epoch   8 Batch   82/269 - Train Accuracy:  0.857, Validation Accuracy:  0.820, Loss:  0.158
Epoch   8 Batch   83/269 - Train Accuracy:  0.836, Validation Accuracy:  0.827, Loss:  0.181
Epoch   8 Batch   84/269 - Train Accuracy:  0.839, Validation Accuracy:  0.820, Loss:  0.168
Epoch   8 Batch   85/269 - Train Accuracy:  0.847, Validation Accuracy:  0.828, Loss:  0.167
Epoch   8 Batch   86/269 - Train Accuracy:  0.845, Validation Accuracy:  0.815, Loss:  0.165
Epoch   8 Batch   87/269 - Train Accuracy:  0.813, Validation Accuracy:  0.816, Loss:  0.183
Epoch   8 Batch   88/269 - Train Accuracy:  0.815, Validation Accuracy:  0.820, Loss:  0.176
Epoch   8 Batch   89/269 - Train Accuracy:  0.847, Validation Accuracy:  0.820, Loss:  0.166
Epoch   8 Batch   90/269 - Train Accuracy:  0.816, Validation Accuracy:  0.817, Loss:  0.181
Epoch   8 Batch   91/269 - Train Accuracy:  0.846, Validation Accuracy:  0.821, Loss:  0.167
Epoch   8 Batch   92/269 - Train Accuracy:  0.854, Validation Accuracy:  0.814, Loss:  0.163
Epoch   8 Batch   93/269 - Train Accuracy:  0.835, Validation Accuracy:  0.825, Loss:  0.168
Epoch   8 Batch   94/269 - Train Accuracy:  0.826, Validation Accuracy:  0.829, Loss:  0.181
Epoch   8 Batch   95/269 - Train Accuracy:  0.839, Validation Accuracy:  0.814, Loss:  0.163
Epoch   8 Batch   96/269 - Train Accuracy:  0.814, Validation Accuracy:  0.829, Loss:  0.177
Epoch   8 Batch   97/269 - Train Accuracy:  0.844, Validation Accuracy:  0.825, Loss:  0.168
Epoch   8 Batch   98/269 - Train Accuracy:  0.846, Validation Accuracy:  0.825, Loss:  0.169
Epoch   8 Batch   99/269 - Train Accuracy:  0.821, Validation Accuracy:  0.833, Loss:  0.170
Epoch   8 Batch  100/269 - Train Accuracy:  0.849, Validation Accuracy:  0.822, Loss:  0.164
Epoch   8 Batch  101/269 - Train Accuracy:  0.815, Validation Accuracy:  0.821, Loss:  0.182
Epoch   8 Batch  102/269 - Train Accuracy:  0.832, Validation Accuracy:  0.826, Loss:  0.161
Epoch   8 Batch  103/269 - Train Accuracy:  0.841, Validation Accuracy:  0.825, Loss:  0.176
Epoch   8 Batch  104/269 - Train Accuracy:  0.839, Validation Accuracy:  0.825, Loss:  0.165
Epoch   8 Batch  105/269 - Train Accuracy:  0.838, Validation Accuracy:  0.827, Loss:  0.163
Epoch   8 Batch  106/269 - Train Accuracy:  0.837, Validation Accuracy:  0.825, Loss:  0.160
Epoch   8 Batch  107/269 - Train Accuracy:  0.842, Validation Accuracy:  0.826, Loss:  0.167
Epoch   8 Batch  108/269 - Train Accuracy:  0.845, Validation Accuracy:  0.826, Loss:  0.163
Epoch   8 Batch  109/269 - Train Accuracy:  0.815, Validation Accuracy:  0.827, Loss:  0.166
Epoch   8 Batch  110/269 - Train Accuracy:  0.830, Validation Accuracy:  0.834, Loss:  0.164
Epoch   8 Batch  111/269 - Train Accuracy:  0.826, Validation Accuracy:  0.822, Loss:  0.178
Epoch   8 Batch  112/269 - Train Accuracy:  0.835, Validation Accuracy:  0.818, Loss:  0.165
Epoch   8 Batch  113/269 - Train Accuracy:  0.831, Validation Accuracy:  0.828, Loss:  0.158
Epoch   8 Batch  114/269 - Train Accuracy:  0.842, Validation Accuracy:  0.823, Loss:  0.165
Epoch   8 Batch  115/269 - Train Accuracy:  0.831, Validation Accuracy:  0.821, Loss:  0.168
Epoch   8 Batch  116/269 - Train Accuracy:  0.851, Validation Accuracy:  0.824, Loss:  0.171
Epoch   8 Batch  117/269 - Train Accuracy:  0.840, Validation Accuracy:  0.827, Loss:  0.160
Epoch   8 Batch  118/269 - Train Accuracy:  0.854, Validation Accuracy:  0.831, Loss:  0.153
Epoch   8 Batch  119/269 - Train Accuracy:  0.836, Validation Accuracy:  0.833, Loss:  0.172
Epoch   8 Batch  120/269 - Train Accuracy:  0.833, Validation Accuracy:  0.832, Loss:  0.166
Epoch   8 Batch  121/269 - Train Accuracy:  0.845, Validation Accuracy:  0.834, Loss:  0.155
Epoch   8 Batch  122/269 - Train Accuracy:  0.842, Validation Accuracy:  0.834, Loss:  0.155
Epoch   8 Batch  123/269 - Train Accuracy:  0.841, Validation Accuracy:  0.818, Loss:  0.167
Epoch   8 Batch  124/269 - Train Accuracy:  0.834, Validation Accuracy:  0.830, Loss:  0.154
Epoch   8 Batch  125/269 - Train Accuracy:  0.849, Validation Accuracy:  0.832, Loss:  0.154
Epoch   8 Batch  126/269 - Train Accuracy:  0.827, Validation Accuracy:  0.827, Loss:  0.158
Epoch   8 Batch  127/269 - Train Accuracy:  0.830, Validation Accuracy:  0.832, Loss:  0.169
Epoch   8 Batch  128/269 - Train Accuracy:  0.861, Validation Accuracy:  0.827, Loss:  0.165
Epoch   8 Batch  129/269 - Train Accuracy:  0.827, Validation Accuracy:  0.826, Loss:  0.159
Epoch   8 Batch  130/269 - Train Accuracy:  0.831, Validation Accuracy:  0.829, Loss:  0.167
Epoch   8 Batch  131/269 - Train Accuracy:  0.811, Validation Accuracy:  0.820, Loss:  0.166
Epoch   8 Batch  132/269 - Train Accuracy:  0.819, Validation Accuracy:  0.830, Loss:  0.172
Epoch   8 Batch  133/269 - Train Accuracy:  0.853, Validation Accuracy:  0.837, Loss:  0.156
Epoch   8 Batch  134/269 - Train Accuracy:  0.811, Validation Accuracy:  0.817, Loss:  0.166
Epoch   8 Batch  135/269 - Train Accuracy:  0.827, Validation Accuracy:  0.828, Loss:  0.182
Epoch   8 Batch  136/269 - Train Accuracy:  0.820, Validation Accuracy:  0.815, Loss:  0.183
Epoch   8 Batch  137/269 - Train Accuracy:  0.828, Validation Accuracy:  0.833, Loss:  0.177
Epoch   8 Batch  138/269 - Train Accuracy:  0.840, Validation Accuracy:  0.832, Loss:  0.159
Epoch   8 Batch  139/269 - Train Accuracy:  0.837, Validation Accuracy:  0.828, Loss:  0.156
Epoch   8 Batch  140/269 - Train Accuracy:  0.853, Validation Accuracy:  0.837, Loss:  0.173
Epoch   8 Batch  141/269 - Train Accuracy:  0.834, Validation Accuracy:  0.832, Loss:  0.166
Epoch   8 Batch  142/269 - Train Accuracy:  0.821, Validation Accuracy:  0.829, Loss:  0.157
Epoch   8 Batch  143/269 - Train Accuracy:  0.853, Validation Accuracy:  0.831, Loss:  0.159
Epoch   8 Batch  144/269 - Train Accuracy:  0.844, Validation Accuracy:  0.831, Loss:  0.149
Epoch   8 Batch  145/269 - Train Accuracy:  0.847, Validation Accuracy:  0.837, Loss:  0.154
Epoch   8 Batch  146/269 - Train Accuracy:  0.849, Validation Accuracy:  0.836, Loss:  0.157
Epoch   8 Batch  147/269 - Train Accuracy:  0.851, Validation Accuracy:  0.825, Loss:  0.158
Epoch   8 Batch  148/269 - Train Accuracy:  0.840, Validation Accuracy:  0.833, Loss:  0.165
Epoch   8 Batch  149/269 - Train Accuracy:  0.844, Validation Accuracy:  0.834, Loss:  0.167
Epoch   8 Batch  150/269 - Train Accuracy:  0.844, Validation Accuracy:  0.825, Loss:  0.161
Epoch   8 Batch  151/269 - Train Accuracy:  0.850, Validation Accuracy:  0.835, Loss:  0.158
Epoch   8 Batch  152/269 - Train Accuracy:  0.841, Validation Accuracy:  0.835, Loss:  0.159
Epoch   8 Batch  153/269 - Train Accuracy:  0.833, Validation Accuracy:  0.829, Loss:  0.159
Epoch   8 Batch  154/269 - Train Accuracy:  0.856, Validation Accuracy:  0.841, Loss:  0.163
Epoch   8 Batch  155/269 - Train Accuracy:  0.856, Validation Accuracy:  0.835, Loss:  0.154
Epoch   8 Batch  156/269 - Train Accuracy:  0.828, Validation Accuracy:  0.832, Loss:  0.160
Epoch   8 Batch  157/269 - Train Accuracy:  0.832, Validation Accuracy:  0.832, Loss:  0.155
Epoch   8 Batch  158/269 - Train Accuracy:  0.841, Validation Accuracy:  0.837, Loss:  0.162
Epoch   8 Batch  159/269 - Train Accuracy:  0.830, Validation Accuracy:  0.834, Loss:  0.163
Epoch   8 Batch  160/269 - Train Accuracy:  0.848, Validation Accuracy:  0.836, Loss:  0.160
Epoch   8 Batch  161/269 - Train Accuracy:  0.827, Validation Accuracy:  0.829, Loss:  0.159
Epoch   8 Batch  162/269 - Train Accuracy:  0.868, Validation Accuracy:  0.836, Loss:  0.158
Epoch   8 Batch  163/269 - Train Accuracy:  0.844, Validation Accuracy:  0.830, Loss:  0.157
Epoch   8 Batch  164/269 - Train Accuracy:  0.828, Validation Accuracy:  0.816, Loss:  0.161
Epoch   8 Batch  165/269 - Train Accuracy:  0.850, Validation Accuracy:  0.843, Loss:  0.163
Epoch   8 Batch  166/269 - Train Accuracy:  0.851, Validation Accuracy:  0.830, Loss:  0.150
Epoch   8 Batch  167/269 - Train Accuracy:  0.849, Validation Accuracy:  0.827, Loss:  0.160
Epoch   8 Batch  168/269 - Train Accuracy:  0.853, Validation Accuracy:  0.839, Loss:  0.165
Epoch   8 Batch  169/269 - Train Accuracy:  0.837, Validation Accuracy:  0.833, Loss:  0.156
Epoch   8 Batch  170/269 - Train Accuracy:  0.850, Validation Accuracy:  0.833, Loss:  0.157
Epoch   8 Batch  171/269 - Train Accuracy:  0.860, Validation Accuracy:  0.838, Loss:  0.158
Epoch   8 Batch  172/269 - Train Accuracy:  0.834, Validation Accuracy:  0.839, Loss:  0.172
Epoch   8 Batch  173/269 - Train Accuracy:  0.857, Validation Accuracy:  0.838, Loss:  0.149
Epoch   8 Batch  174/269 - Train Accuracy:  0.849, Validation Accuracy:  0.831, Loss:  0.157
Epoch   8 Batch  175/269 - Train Accuracy:  0.842, Validation Accuracy:  0.836, Loss:  0.177
Epoch   8 Batch  176/269 - Train Accuracy:  0.827, Validation Accuracy:  0.838, Loss:  0.172
Epoch   8 Batch  177/269 - Train Accuracy:  0.851, Validation Accuracy:  0.841, Loss:  0.153
Epoch   8 Batch  178/269 - Train Accuracy:  0.836, Validation Accuracy:  0.828, Loss:  0.151
Epoch   8 Batch  179/269 - Train Accuracy:  0.834, Validation Accuracy:  0.834, Loss:  0.158
Epoch   8 Batch  180/269 - Train Accuracy:  0.864, Validation Accuracy:  0.839, Loss:  0.152
Epoch   8 Batch  181/269 - Train Accuracy:  0.820, Validation Accuracy:  0.827, Loss:  0.159
Epoch   8 Batch  182/269 - Train Accuracy:  0.856, Validation Accuracy:  0.841, Loss:  0.161
Epoch   8 Batch  183/269 - Train Accuracy:  0.872, Validation Accuracy:  0.834, Loss:  0.133
Epoch   8 Batch  184/269 - Train Accuracy:  0.833, Validation Accuracy:  0.831, Loss:  0.157
Epoch   8 Batch  185/269 - Train Accuracy:  0.873, Validation Accuracy:  0.846, Loss:  0.157
Epoch   8 Batch  186/269 - Train Accuracy:  0.847, Validation Accuracy:  0.841, Loss:  0.154
Epoch   8 Batch  187/269 - Train Accuracy:  0.857, Validation Accuracy:  0.841, Loss:  0.147
Epoch   8 Batch  188/269 - Train Accuracy:  0.863, Validation Accuracy:  0.837, Loss:  0.148
Epoch   8 Batch  189/269 - Train Accuracy:  0.848, Validation Accuracy:  0.841, Loss:  0.146
Epoch   8 Batch  190/269 - Train Accuracy:  0.862, Validation Accuracy:  0.834, Loss:  0.146
Epoch   8 Batch  191/269 - Train Accuracy:  0.847, Validation Accuracy:  0.832, Loss:  0.146
Epoch   8 Batch  192/269 - Train Accuracy:  0.858, Validation Accuracy:  0.837, Loss:  0.152
Epoch   8 Batch  193/269 - Train Accuracy:  0.854, Validation Accuracy:  0.837, Loss:  0.146
Epoch   8 Batch  194/269 - Train Accuracy:  0.854, Validation Accuracy:  0.837, Loss:  0.151
Epoch   8 Batch  195/269 - Train Accuracy:  0.841, Validation Accuracy:  0.833, Loss:  0.153
Epoch   8 Batch  196/269 - Train Accuracy:  0.841, Validation Accuracy:  0.823, Loss:  0.146
Epoch   8 Batch  197/269 - Train Accuracy:  0.841, Validation Accuracy:  0.843, Loss:  0.162
Epoch   8 Batch  198/269 - Train Accuracy:  0.860, Validation Accuracy:  0.838, Loss:  0.159
Epoch   8 Batch  199/269 - Train Accuracy:  0.849, Validation Accuracy:  0.833, Loss:  0.161
Epoch   8 Batch  200/269 - Train Accuracy:  0.851, Validation Accuracy:  0.833, Loss:  0.153
Epoch   8 Batch  201/269 - Train Accuracy:  0.848, Validation Accuracy:  0.838, Loss:  0.154
Epoch   8 Batch  202/269 - Train Accuracy:  0.845, Validation Accuracy:  0.835, Loss:  0.149
Epoch   8 Batch  203/269 - Train Accuracy:  0.851, Validation Accuracy:  0.831, Loss:  0.157
Epoch   8 Batch  204/269 - Train Accuracy:  0.845, Validation Accuracy:  0.830, Loss:  0.159
Epoch   8 Batch  205/269 - Train Accuracy:  0.850, Validation Accuracy:  0.838, Loss:  0.149
Epoch   8 Batch  206/269 - Train Accuracy:  0.837, Validation Accuracy:  0.835, Loss:  0.161
Epoch   8 Batch  207/269 - Train Accuracy:  0.845, Validation Accuracy:  0.830, Loss:  0.145
Epoch   8 Batch  208/269 - Train Accuracy:  0.850, Validation Accuracy:  0.834, Loss:  0.157
Epoch   8 Batch  209/269 - Train Accuracy:  0.856, Validation Accuracy:  0.833, Loss:  0.148
Epoch   8 Batch  210/269 - Train Accuracy:  0.851, Validation Accuracy:  0.835, Loss:  0.144
Epoch   8 Batch  211/269 - Train Accuracy:  0.863, Validation Accuracy:  0.838, Loss:  0.149
Epoch   8 Batch  212/269 - Train Accuracy:  0.860, Validation Accuracy:  0.840, Loss:  0.153
Epoch   8 Batch  213/269 - Train Accuracy:  0.854, Validation Accuracy:  0.834, Loss:  0.148
Epoch   8 Batch  214/269 - Train Accuracy:  0.835, Validation Accuracy:  0.835, Loss:  0.155
Epoch   8 Batch  215/269 - Train Accuracy:  0.871, Validation Accuracy:  0.840, Loss:  0.142
Epoch   8 Batch  216/269 - Train Accuracy:  0.829, Validation Accuracy:  0.834, Loss:  0.171
Epoch   8 Batch  217/269 - Train Accuracy:  0.846, Validation Accuracy:  0.840, Loss:  0.158
Epoch   8 Batch  218/269 - Train Accuracy:  0.858, Validation Accuracy:  0.841, Loss:  0.148
Epoch   8 Batch  219/269 - Train Accuracy:  0.855, Validation Accuracy:  0.836, Loss:  0.155
Epoch   8 Batch  220/269 - Train Accuracy:  0.861, Validation Accuracy:  0.843, Loss:  0.145
Epoch   8 Batch  221/269 - Train Accuracy:  0.863, Validation Accuracy:  0.841, Loss:  0.147
Epoch   8 Batch  222/269 - Train Accuracy:  0.859, Validation Accuracy:  0.836, Loss:  0.146
Epoch   8 Batch  223/269 - Train Accuracy:  0.836, Validation Accuracy:  0.843, Loss:  0.148
Epoch   8 Batch  224/269 - Train Accuracy:  0.854, Validation Accuracy:  0.838, Loss:  0.157
Epoch   8 Batch  225/269 - Train Accuracy:  0.845, Validation Accuracy:  0.827, Loss:  0.146
Epoch   8 Batch  226/269 - Train Accuracy:  0.860, Validation Accuracy:  0.839, Loss:  0.155
Epoch   8 Batch  227/269 - Train Accuracy:  0.875, Validation Accuracy:  0.845, Loss:  0.145
Epoch   8 Batch  228/269 - Train Accuracy:  0.848, Validation Accuracy:  0.836, Loss:  0.148
Epoch   8 Batch  229/269 - Train Accuracy:  0.848, Validation Accuracy:  0.842, Loss:  0.149
Epoch   8 Batch  230/269 - Train Accuracy:  0.860, Validation Accuracy:  0.851, Loss:  0.143
Epoch   8 Batch  231/269 - Train Accuracy:  0.859, Validation Accuracy:  0.846, Loss:  0.155
Epoch   8 Batch  232/269 - Train Accuracy:  0.854, Validation Accuracy:  0.849, Loss:  0.145
Epoch   8 Batch  233/269 - Train Accuracy:  0.880, Validation Accuracy:  0.848, Loss:  0.157
Epoch   8 Batch  234/269 - Train Accuracy:  0.853, Validation Accuracy:  0.842, Loss:  0.145
Epoch   8 Batch  235/269 - Train Accuracy:  0.861, Validation Accuracy:  0.838, Loss:  0.137
Epoch   8 Batch  236/269 - Train Accuracy:  0.849, Validation Accuracy:  0.836, Loss:  0.141
Epoch   8 Batch  237/269 - Train Accuracy:  0.847, Validation Accuracy:  0.837, Loss:  0.146
Epoch   8 Batch  238/269 - Train Accuracy:  0.870, Validation Accuracy:  0.847, Loss:  0.144
Epoch   8 Batch  239/269 - Train Accuracy:  0.850, Validation Accuracy:  0.841, Loss:  0.141
Epoch   8 Batch  240/269 - Train Accuracy:  0.877, Validation Accuracy:  0.845, Loss:  0.138
Epoch   8 Batch  241/269 - Train Accuracy:  0.848, Validation Accuracy:  0.839, Loss:  0.155
Epoch   8 Batch  242/269 - Train Accuracy:  0.867, Validation Accuracy:  0.840, Loss:  0.140
Epoch   8 Batch  243/269 - Train Accuracy:  0.880, Validation Accuracy:  0.847, Loss:  0.135
Epoch   8 Batch  244/269 - Train Accuracy:  0.862, Validation Accuracy:  0.857, Loss:  0.145
Epoch   8 Batch  245/269 - Train Accuracy:  0.845, Validation Accuracy:  0.841, Loss:  0.150
Epoch   8 Batch  246/269 - Train Accuracy:  0.848, Validation Accuracy:  0.844, Loss:  0.146
Epoch   8 Batch  247/269 - Train Accuracy:  0.855, Validation Accuracy:  0.854, Loss:  0.144
Epoch   8 Batch  248/269 - Train Accuracy:  0.868, Validation Accuracy:  0.843, Loss:  0.137
Epoch   8 Batch  249/269 - Train Accuracy:  0.874, Validation Accuracy:  0.849, Loss:  0.134
Epoch   8 Batch  250/269 - Train Accuracy:  0.873, Validation Accuracy:  0.845, Loss:  0.142
Epoch   8 Batch  251/269 - Train Accuracy:  0.886, Validation Accuracy:  0.845, Loss:  0.137
Epoch   8 Batch  252/269 - Train Accuracy:  0.865, Validation Accuracy:  0.845, Loss:  0.136
Epoch   8 Batch  253/269 - Train Accuracy:  0.853, Validation Accuracy:  0.848, Loss:  0.149
Epoch   8 Batch  254/269 - Train Accuracy:  0.869, Validation Accuracy:  0.847, Loss:  0.141
Epoch   8 Batch  255/269 - Train Accuracy:  0.865, Validation Accuracy:  0.846, Loss:  0.138
Epoch   8 Batch  256/269 - Train Accuracy:  0.849, Validation Accuracy:  0.852, Loss:  0.140
Epoch   8 Batch  257/269 - Train Accuracy:  0.841, Validation Accuracy:  0.841, Loss:  0.152
Epoch   8 Batch  258/269 - Train Accuracy:  0.862, Validation Accuracy:  0.837, Loss:  0.148
Epoch   8 Batch  259/269 - Train Accuracy:  0.869, Validation Accuracy:  0.848, Loss:  0.140
Epoch   8 Batch  260/269 - Train Accuracy:  0.844, Validation Accuracy:  0.835, Loss:  0.151
Epoch   8 Batch  261/269 - Train Accuracy:  0.844, Validation Accuracy:  0.839, Loss:  0.145
Epoch   8 Batch  262/269 - Train Accuracy:  0.873, Validation Accuracy:  0.842, Loss:  0.145
Epoch   8 Batch  263/269 - Train Accuracy:  0.856, Validation Accuracy:  0.848, Loss:  0.145
Epoch   8 Batch  264/269 - Train Accuracy:  0.831, Validation Accuracy:  0.847, Loss:  0.153
Epoch   8 Batch  265/269 - Train Accuracy:  0.865, Validation Accuracy:  0.844, Loss:  0.141
Epoch   8 Batch  266/269 - Train Accuracy:  0.875, Validation Accuracy:  0.850, Loss:  0.136
Epoch   8 Batch  267/269 - Train Accuracy:  0.862, Validation Accuracy:  0.852, Loss:  0.151
Epoch   9 Batch    0/269 - Train Accuracy:  0.861, Validation Accuracy:  0.847, Loss:  0.151
Epoch   9 Batch    1/269 - Train Accuracy:  0.855, Validation Accuracy:  0.861, Loss:  0.141
Epoch   9 Batch    2/269 - Train Accuracy:  0.862, Validation Accuracy:  0.846, Loss:  0.146
Epoch   9 Batch    3/269 - Train Accuracy:  0.879, Validation Accuracy:  0.854, Loss:  0.140
Epoch   9 Batch    4/269 - Train Accuracy:  0.850, Validation Accuracy:  0.855, Loss:  0.142
Epoch   9 Batch    5/269 - Train Accuracy:  0.847, Validation Accuracy:  0.834, Loss:  0.143
Epoch   9 Batch    6/269 - Train Accuracy:  0.884, Validation Accuracy:  0.840, Loss:  0.133
Epoch   9 Batch    7/269 - Train Accuracy:  0.864, Validation Accuracy:  0.846, Loss:  0.137
Epoch   9 Batch    8/269 - Train Accuracy:  0.877, Validation Accuracy:  0.843, Loss:  0.146
Epoch   9 Batch    9/269 - Train Accuracy:  0.858, Validation Accuracy:  0.841, Loss:  0.144
Epoch   9 Batch   10/269 - Train Accuracy:  0.865, Validation Accuracy:  0.846, Loss:  0.137
Epoch   9 Batch   11/269 - Train Accuracy:  0.869, Validation Accuracy:  0.843, Loss:  0.145
Epoch   9 Batch   12/269 - Train Accuracy:  0.855, Validation Accuracy:  0.840, Loss:  0.149
Epoch   9 Batch   13/269 - Train Accuracy:  0.869, Validation Accuracy:  0.852, Loss:  0.126
Epoch   9 Batch   14/269 - Train Accuracy:  0.855, Validation Accuracy:  0.843, Loss:  0.140
Epoch   9 Batch   15/269 - Train Accuracy:  0.861, Validation Accuracy:  0.850, Loss:  0.129
Epoch   9 Batch   16/269 - Train Accuracy:  0.868, Validation Accuracy:  0.851, Loss:  0.142
Epoch   9 Batch   17/269 - Train Accuracy:  0.861, Validation Accuracy:  0.842, Loss:  0.131
Epoch   9 Batch   18/269 - Train Accuracy:  0.856, Validation Accuracy:  0.849, Loss:  0.141
Epoch   9 Batch   19/269 - Train Accuracy:  0.874, Validation Accuracy:  0.849, Loss:  0.123
Epoch   9 Batch   20/269 - Train Accuracy:  0.865, Validation Accuracy:  0.842, Loss:  0.137
Epoch   9 Batch   21/269 - Train Accuracy:  0.855, Validation Accuracy:  0.864, Loss:  0.159
Epoch   9 Batch   22/269 - Train Accuracy:  0.858, Validation Accuracy:  0.853, Loss:  0.132
Epoch   9 Batch   23/269 - Train Accuracy:  0.863, Validation Accuracy:  0.856, Loss:  0.141
Epoch   9 Batch   24/269 - Train Accuracy:  0.865, Validation Accuracy:  0.859, Loss:  0.136
Epoch   9 Batch   25/269 - Train Accuracy:  0.863, Validation Accuracy:  0.865, Loss:  0.146
Epoch   9 Batch   26/269 - Train Accuracy:  0.870, Validation Accuracy:  0.862, Loss:  0.122
Epoch   9 Batch   27/269 - Train Accuracy:  0.870, Validation Accuracy:  0.851, Loss:  0.133
Epoch   9 Batch   28/269 - Train Accuracy:  0.848, Validation Accuracy:  0.848, Loss:  0.150
Epoch   9 Batch   29/269 - Train Accuracy:  0.874, Validation Accuracy:  0.858, Loss:  0.143
Epoch   9 Batch   30/269 - Train Accuracy:  0.863, Validation Accuracy:  0.853, Loss:  0.132
Epoch   9 Batch   31/269 - Train Accuracy:  0.872, Validation Accuracy:  0.847, Loss:  0.135
Epoch   9 Batch   32/269 - Train Accuracy:  0.859, Validation Accuracy:  0.847, Loss:  0.132
Epoch   9 Batch   33/269 - Train Accuracy:  0.871, Validation Accuracy:  0.851, Loss:  0.127
Epoch   9 Batch   34/269 - Train Accuracy:  0.866, Validation Accuracy:  0.856, Loss:  0.131
Epoch   9 Batch   35/269 - Train Accuracy:  0.872, Validation Accuracy:  0.847, Loss:  0.144
Epoch   9 Batch   36/269 - Train Accuracy:  0.849, Validation Accuracy:  0.840, Loss:  0.136
Epoch   9 Batch   37/269 - Train Accuracy:  0.870, Validation Accuracy:  0.858, Loss:  0.139
Epoch   9 Batch   38/269 - Train Accuracy:  0.863, Validation Accuracy:  0.858, Loss:  0.133
Epoch   9 Batch   39/269 - Train Accuracy:  0.859, Validation Accuracy:  0.853, Loss:  0.133
Epoch   9 Batch   40/269 - Train Accuracy:  0.853, Validation Accuracy:  0.862, Loss:  0.137
Epoch   9 Batch   41/269 - Train Accuracy:  0.861, Validation Accuracy:  0.862, Loss:  0.137
Epoch   9 Batch   42/269 - Train Accuracy:  0.875, Validation Accuracy:  0.861, Loss:  0.121
Epoch   9 Batch   43/269 - Train Accuracy:  0.880, Validation Accuracy:  0.852, Loss:  0.135
Epoch   9 Batch   44/269 - Train Accuracy:  0.877, Validation Accuracy:  0.855, Loss:  0.130
Epoch   9 Batch   45/269 - Train Accuracy:  0.873, Validation Accuracy:  0.860, Loss:  0.136
Epoch   9 Batch   46/269 - Train Accuracy:  0.870, Validation Accuracy:  0.861, Loss:  0.134
Epoch   9 Batch   47/269 - Train Accuracy:  0.877, Validation Accuracy:  0.862, Loss:  0.121
Epoch   9 Batch   48/269 - Train Accuracy:  0.870, Validation Accuracy:  0.853, Loss:  0.127
Epoch   9 Batch   49/269 - Train Accuracy:  0.862, Validation Accuracy:  0.855, Loss:  0.127
Epoch   9 Batch   50/269 - Train Accuracy:  0.841, Validation Accuracy:  0.865, Loss:  0.142
Epoch   9 Batch   51/269 - Train Accuracy:  0.879, Validation Accuracy:  0.864, Loss:  0.131
Epoch   9 Batch   52/269 - Train Accuracy:  0.866, Validation Accuracy:  0.851, Loss:  0.120
Epoch   9 Batch   53/269 - Train Accuracy:  0.869, Validation Accuracy:  0.851, Loss:  0.140
Epoch   9 Batch   54/269 - Train Accuracy:  0.881, Validation Accuracy:  0.855, Loss:  0.131
Epoch   9 Batch   55/269 - Train Accuracy:  0.886, Validation Accuracy:  0.858, Loss:  0.126
Epoch   9 Batch   56/269 - Train Accuracy:  0.875, Validation Accuracy:  0.856, Loss:  0.131
Epoch   9 Batch   57/269 - Train Accuracy:  0.871, Validation Accuracy:  0.859, Loss:  0.138
Epoch   9 Batch   58/269 - Train Accuracy:  0.877, Validation Accuracy:  0.854, Loss:  0.125
Epoch   9 Batch   59/269 - Train Accuracy:  0.893, Validation Accuracy:  0.857, Loss:  0.115
Epoch   9 Batch   60/269 - Train Accuracy:  0.880, Validation Accuracy:  0.849, Loss:  0.122
Epoch   9 Batch   61/269 - Train Accuracy:  0.876, Validation Accuracy:  0.851, Loss:  0.121
Epoch   9 Batch   62/269 - Train Accuracy:  0.870, Validation Accuracy:  0.857, Loss:  0.129
Epoch   9 Batch   63/269 - Train Accuracy:  0.869, Validation Accuracy:  0.856, Loss:  0.140
Epoch   9 Batch   64/269 - Train Accuracy:  0.879, Validation Accuracy:  0.860, Loss:  0.120
Epoch   9 Batch   65/269 - Train Accuracy:  0.865, Validation Accuracy:  0.859, Loss:  0.126
Epoch   9 Batch   66/269 - Train Accuracy:  0.866, Validation Accuracy:  0.855, Loss:  0.130
Epoch   9 Batch   67/269 - Train Accuracy:  0.872, Validation Accuracy:  0.847, Loss:  0.135
Epoch   9 Batch   68/269 - Train Accuracy:  0.855, Validation Accuracy:  0.863, Loss:  0.139
Epoch   9 Batch   69/269 - Train Accuracy:  0.862, Validation Accuracy:  0.858, Loss:  0.150
Epoch   9 Batch   70/269 - Train Accuracy:  0.884, Validation Accuracy:  0.864, Loss:  0.133
Epoch   9 Batch   71/269 - Train Accuracy:  0.881, Validation Accuracy:  0.859, Loss:  0.141
Epoch   9 Batch   72/269 - Train Accuracy:  0.864, Validation Accuracy:  0.850, Loss:  0.131
Epoch   9 Batch   73/269 - Train Accuracy:  0.866, Validation Accuracy:  0.857, Loss:  0.141
Epoch   9 Batch   74/269 - Train Accuracy:  0.873, Validation Accuracy:  0.849, Loss:  0.131
Epoch   9 Batch   75/269 - Train Accuracy:  0.879, Validation Accuracy:  0.866, Loss:  0.132
Epoch   9 Batch   76/269 - Train Accuracy:  0.865, Validation Accuracy:  0.860, Loss:  0.129
Epoch   9 Batch   77/269 - Train Accuracy:  0.876, Validation Accuracy:  0.853, Loss:  0.126
Epoch   9 Batch   78/269 - Train Accuracy:  0.876, Validation Accuracy:  0.858, Loss:  0.129
Epoch   9 Batch   79/269 - Train Accuracy:  0.852, Validation Accuracy:  0.860, Loss:  0.129
Epoch   9 Batch   80/269 - Train Accuracy:  0.872, Validation Accuracy:  0.862, Loss:  0.125
Epoch   9 Batch   81/269 - Train Accuracy:  0.867, Validation Accuracy:  0.861, Loss:  0.136
Epoch   9 Batch   82/269 - Train Accuracy:  0.893, Validation Accuracy:  0.853, Loss:  0.116
Epoch   9 Batch   83/269 - Train Accuracy:  0.866, Validation Accuracy:  0.852, Loss:  0.139
Epoch   9 Batch   84/269 - Train Accuracy:  0.863, Validation Accuracy:  0.846, Loss:  0.128
Epoch   9 Batch   85/269 - Train Accuracy:  0.882, Validation Accuracy:  0.857, Loss:  0.123
Epoch   9 Batch   86/269 - Train Accuracy:  0.874, Validation Accuracy:  0.858, Loss:  0.122
Epoch   9 Batch   87/269 - Train Accuracy:  0.849, Validation Accuracy:  0.845, Loss:  0.137
Epoch   9 Batch   88/269 - Train Accuracy:  0.854, Validation Accuracy:  0.861, Loss:  0.132
Epoch   9 Batch   89/269 - Train Accuracy:  0.890, Validation Accuracy:  0.859, Loss:  0.126
Epoch   9 Batch   90/269 - Train Accuracy:  0.866, Validation Accuracy:  0.858, Loss:  0.135
Epoch   9 Batch   91/269 - Train Accuracy:  0.881, Validation Accuracy:  0.859, Loss:  0.124
Epoch   9 Batch   92/269 - Train Accuracy:  0.879, Validation Accuracy:  0.857, Loss:  0.123
Epoch   9 Batch   93/269 - Train Accuracy:  0.880, Validation Accuracy:  0.864, Loss:  0.126
Epoch   9 Batch   94/269 - Train Accuracy:  0.871, Validation Accuracy:  0.856, Loss:  0.139
Epoch   9 Batch   95/269 - Train Accuracy:  0.879, Validation Accuracy:  0.862, Loss:  0.125
Epoch   9 Batch   96/269 - Train Accuracy:  0.855, Validation Accuracy:  0.869, Loss:  0.137
Epoch   9 Batch   97/269 - Train Accuracy:  0.875, Validation Accuracy:  0.860, Loss:  0.124
Epoch   9 Batch   98/269 - Train Accuracy:  0.886, Validation Accuracy:  0.862, Loss:  0.125
Epoch   9 Batch   99/269 - Train Accuracy:  0.867, Validation Accuracy:  0.863, Loss:  0.127
Epoch   9 Batch  100/269 - Train Accuracy:  0.883, Validation Accuracy:  0.856, Loss:  0.121
Epoch   9 Batch  101/269 - Train Accuracy:  0.862, Validation Accuracy:  0.869, Loss:  0.141
Epoch   9 Batch  102/269 - Train Accuracy:  0.873, Validation Accuracy:  0.871, Loss:  0.119
Epoch   9 Batch  103/269 - Train Accuracy:  0.873, Validation Accuracy:  0.858, Loss:  0.133
Epoch   9 Batch  104/269 - Train Accuracy:  0.868, Validation Accuracy:  0.855, Loss:  0.122
Epoch   9 Batch  105/269 - Train Accuracy:  0.867, Validation Accuracy:  0.871, Loss:  0.124
Epoch   9 Batch  106/269 - Train Accuracy:  0.875, Validation Accuracy:  0.869, Loss:  0.117
Epoch   9 Batch  107/269 - Train Accuracy:  0.885, Validation Accuracy:  0.864, Loss:  0.124
Epoch   9 Batch  108/269 - Train Accuracy:  0.889, Validation Accuracy:  0.868, Loss:  0.122
Epoch   9 Batch  109/269 - Train Accuracy:  0.853, Validation Accuracy:  0.859, Loss:  0.127
Epoch   9 Batch  110/269 - Train Accuracy:  0.879, Validation Accuracy:  0.861, Loss:  0.124
Epoch   9 Batch  111/269 - Train Accuracy:  0.869, Validation Accuracy:  0.864, Loss:  0.135
Epoch   9 Batch  112/269 - Train Accuracy:  0.881, Validation Accuracy:  0.864, Loss:  0.125
Epoch   9 Batch  113/269 - Train Accuracy:  0.876, Validation Accuracy:  0.868, Loss:  0.120
Epoch   9 Batch  114/269 - Train Accuracy:  0.875, Validation Accuracy:  0.864, Loss:  0.123
Epoch   9 Batch  115/269 - Train Accuracy:  0.859, Validation Accuracy:  0.861, Loss:  0.128
Epoch   9 Batch  116/269 - Train Accuracy:  0.878, Validation Accuracy:  0.866, Loss:  0.128
Epoch   9 Batch  117/269 - Train Accuracy:  0.879, Validation Accuracy:  0.864, Loss:  0.120
Epoch   9 Batch  118/269 - Train Accuracy:  0.883, Validation Accuracy:  0.861, Loss:  0.113
Epoch   9 Batch  119/269 - Train Accuracy:  0.879, Validation Accuracy:  0.870, Loss:  0.129
Epoch   9 Batch  120/269 - Train Accuracy:  0.874, Validation Accuracy:  0.857, Loss:  0.123
Epoch   9 Batch  121/269 - Train Accuracy:  0.883, Validation Accuracy:  0.870, Loss:  0.115
Epoch   9 Batch  122/269 - Train Accuracy:  0.879, Validation Accuracy:  0.868, Loss:  0.115
Epoch   9 Batch  123/269 - Train Accuracy:  0.880, Validation Accuracy:  0.864, Loss:  0.125
Epoch   9 Batch  124/269 - Train Accuracy:  0.873, Validation Accuracy:  0.866, Loss:  0.113
Epoch   9 Batch  125/269 - Train Accuracy:  0.871, Validation Accuracy:  0.871, Loss:  0.116
Epoch   9 Batch  126/269 - Train Accuracy:  0.867, Validation Accuracy:  0.861, Loss:  0.117
Epoch   9 Batch  127/269 - Train Accuracy:  0.858, Validation Accuracy:  0.868, Loss:  0.127
Epoch   9 Batch  128/269 - Train Accuracy:  0.884, Validation Accuracy:  0.870, Loss:  0.125
Epoch   9 Batch  129/269 - Train Accuracy:  0.857, Validation Accuracy:  0.868, Loss:  0.118
Epoch   9 Batch  130/269 - Train Accuracy:  0.871, Validation Accuracy:  0.875, Loss:  0.128
Epoch   9 Batch  131/269 - Train Accuracy:  0.842, Validation Accuracy:  0.861, Loss:  0.125
Epoch   9 Batch  132/269 - Train Accuracy:  0.857, Validation Accuracy:  0.873, Loss:  0.126
Epoch   9 Batch  133/269 - Train Accuracy:  0.892, Validation Accuracy:  0.872, Loss:  0.113
Epoch   9 Batch  134/269 - Train Accuracy:  0.860, Validation Accuracy:  0.852, Loss:  0.122
Epoch   9 Batch  135/269 - Train Accuracy:  0.867, Validation Accuracy:  0.870, Loss:  0.131
Epoch   9 Batch  136/269 - Train Accuracy:  0.858, Validation Accuracy:  0.856, Loss:  0.130
Epoch   9 Batch  137/269 - Train Accuracy:  0.874, Validation Accuracy:  0.866, Loss:  0.130
Epoch   9 Batch  138/269 - Train Accuracy:  0.868, Validation Accuracy:  0.871, Loss:  0.116
Epoch   9 Batch  139/269 - Train Accuracy:  0.879, Validation Accuracy:  0.863, Loss:  0.112
Epoch   9 Batch  140/269 - Train Accuracy:  0.882, Validation Accuracy:  0.869, Loss:  0.125
Epoch   9 Batch  141/269 - Train Accuracy:  0.867, Validation Accuracy:  0.863, Loss:  0.124
Epoch   9 Batch  142/269 - Train Accuracy:  0.860, Validation Accuracy:  0.861, Loss:  0.117
Epoch   9 Batch  143/269 - Train Accuracy:  0.883, Validation Accuracy:  0.878, Loss:  0.113
Epoch   9 Batch  144/269 - Train Accuracy:  0.890, Validation Accuracy:  0.875, Loss:  0.107
Epoch   9 Batch  145/269 - Train Accuracy:  0.875, Validation Accuracy:  0.874, Loss:  0.113
Epoch   9 Batch  146/269 - Train Accuracy:  0.880, Validation Accuracy:  0.868, Loss:  0.117
Epoch   9 Batch  147/269 - Train Accuracy:  0.878, Validation Accuracy:  0.863, Loss:  0.117
Epoch   9 Batch  148/269 - Train Accuracy:  0.870, Validation Accuracy:  0.871, Loss:  0.122
Epoch   9 Batch  149/269 - Train Accuracy:  0.871, Validation Accuracy:  0.870, Loss:  0.129
Epoch   9 Batch  150/269 - Train Accuracy:  0.882, Validation Accuracy:  0.868, Loss:  0.119
Epoch   9 Batch  151/269 - Train Accuracy:  0.885, Validation Accuracy:  0.870, Loss:  0.119
Epoch   9 Batch  152/269 - Train Accuracy:  0.874, Validation Accuracy:  0.871, Loss:  0.118
Epoch   9 Batch  153/269 - Train Accuracy:  0.874, Validation Accuracy:  0.863, Loss:  0.116
Epoch   9 Batch  154/269 - Train Accuracy:  0.891, Validation Accuracy:  0.870, Loss:  0.117
Epoch   9 Batch  155/269 - Train Accuracy:  0.879, Validation Accuracy:  0.871, Loss:  0.116
Epoch   9 Batch  156/269 - Train Accuracy:  0.874, Validation Accuracy:  0.868, Loss:  0.122
Epoch   9 Batch  157/269 - Train Accuracy:  0.866, Validation Accuracy:  0.872, Loss:  0.112
Epoch   9 Batch  158/269 - Train Accuracy:  0.880, Validation Accuracy:  0.865, Loss:  0.117
Epoch   9 Batch  159/269 - Train Accuracy:  0.858, Validation Accuracy:  0.874, Loss:  0.123
Epoch   9 Batch  160/269 - Train Accuracy:  0.887, Validation Accuracy:  0.874, Loss:  0.118
Epoch   9 Batch  161/269 - Train Accuracy:  0.858, Validation Accuracy:  0.854, Loss:  0.117
Epoch   9 Batch  162/269 - Train Accuracy:  0.899, Validation Accuracy:  0.877, Loss:  0.119
Epoch   9 Batch  163/269 - Train Accuracy:  0.887, Validation Accuracy:  0.872, Loss:  0.118
Epoch   9 Batch  164/269 - Train Accuracy:  0.877, Validation Accuracy:  0.856, Loss:  0.115
Epoch   9 Batch  165/269 - Train Accuracy:  0.877, Validation Accuracy:  0.874, Loss:  0.116
Epoch   9 Batch  166/269 - Train Accuracy:  0.878, Validation Accuracy:  0.872, Loss:  0.117
Epoch   9 Batch  167/269 - Train Accuracy:  0.886, Validation Accuracy:  0.871, Loss:  0.115
Epoch   9 Batch  168/269 - Train Accuracy:  0.873, Validation Accuracy:  0.866, Loss:  0.120
Epoch   9 Batch  169/269 - Train Accuracy:  0.865, Validation Accuracy:  0.859, Loss:  0.122
Epoch   9 Batch  170/269 - Train Accuracy:  0.883, Validation Accuracy:  0.871, Loss:  0.120
Epoch   9 Batch  171/269 - Train Accuracy:  0.888, Validation Accuracy:  0.879, Loss:  0.117
Epoch   9 Batch  172/269 - Train Accuracy:  0.865, Validation Accuracy:  0.870, Loss:  0.128
Epoch   9 Batch  173/269 - Train Accuracy:  0.889, Validation Accuracy:  0.879, Loss:  0.116
Epoch   9 Batch  174/269 - Train Accuracy:  0.879, Validation Accuracy:  0.872, Loss:  0.117
Epoch   9 Batch  175/269 - Train Accuracy:  0.851, Validation Accuracy:  0.857, Loss:  0.134
Epoch   9 Batch  176/269 - Train Accuracy:  0.835, Validation Accuracy:  0.850, Loss:  0.145
Epoch   9 Batch  177/269 - Train Accuracy:  0.866, Validation Accuracy:  0.854, Loss:  0.141
Epoch   9 Batch  178/269 - Train Accuracy:  0.876, Validation Accuracy:  0.859, Loss:  0.122
Epoch   9 Batch  179/269 - Train Accuracy:  0.874, Validation Accuracy:  0.869, Loss:  0.116
Epoch   9 Batch  180/269 - Train Accuracy:  0.890, Validation Accuracy:  0.868, Loss:  0.118
Epoch   9 Batch  181/269 - Train Accuracy:  0.858, Validation Accuracy:  0.863, Loss:  0.124
Epoch   9 Batch  182/269 - Train Accuracy:  0.876, Validation Accuracy:  0.863, Loss:  0.124
Epoch   9 Batch  183/269 - Train Accuracy:  0.897, Validation Accuracy:  0.877, Loss:  0.109
Epoch   9 Batch  184/269 - Train Accuracy:  0.868, Validation Accuracy:  0.875, Loss:  0.115
Epoch   9 Batch  185/269 - Train Accuracy:  0.891, Validation Accuracy:  0.877, Loss:  0.120
Epoch   9 Batch  186/269 - Train Accuracy:  0.885, Validation Accuracy:  0.878, Loss:  0.116
Epoch   9 Batch  187/269 - Train Accuracy:  0.890, Validation Accuracy:  0.874, Loss:  0.109
Epoch   9 Batch  188/269 - Train Accuracy:  0.900, Validation Accuracy:  0.873, Loss:  0.110
Epoch   9 Batch  189/269 - Train Accuracy:  0.887, Validation Accuracy:  0.872, Loss:  0.110
Epoch   9 Batch  190/269 - Train Accuracy:  0.893, Validation Accuracy:  0.870, Loss:  0.107
Epoch   9 Batch  191/269 - Train Accuracy:  0.882, Validation Accuracy:  0.875, Loss:  0.113
Epoch   9 Batch  192/269 - Train Accuracy:  0.893, Validation Accuracy:  0.876, Loss:  0.115
Epoch   9 Batch  193/269 - Train Accuracy:  0.892, Validation Accuracy:  0.873, Loss:  0.109
Epoch   9 Batch  194/269 - Train Accuracy:  0.874, Validation Accuracy:  0.867, Loss:  0.117
Epoch   9 Batch  195/269 - Train Accuracy:  0.873, Validation Accuracy:  0.864, Loss:  0.116
Epoch   9 Batch  196/269 - Train Accuracy:  0.880, Validation Accuracy:  0.869, Loss:  0.109
Epoch   9 Batch  197/269 - Train Accuracy:  0.869, Validation Accuracy:  0.868, Loss:  0.120
Epoch   9 Batch  198/269 - Train Accuracy:  0.884, Validation Accuracy:  0.873, Loss:  0.117
Epoch   9 Batch  199/269 - Train Accuracy:  0.865, Validation Accuracy:  0.864, Loss:  0.120
Epoch   9 Batch  200/269 - Train Accuracy:  0.872, Validation Accuracy:  0.869, Loss:  0.115
Epoch   9 Batch  201/269 - Train Accuracy:  0.874, Validation Accuracy:  0.872, Loss:  0.116
Epoch   9 Batch  202/269 - Train Accuracy:  0.874, Validation Accuracy:  0.863, Loss:  0.111
Epoch   9 Batch  203/269 - Train Accuracy:  0.885, Validation Accuracy:  0.875, Loss:  0.120
Epoch   9 Batch  204/269 - Train Accuracy:  0.870, Validation Accuracy:  0.874, Loss:  0.117
Epoch   9 Batch  205/269 - Train Accuracy:  0.880, Validation Accuracy:  0.874, Loss:  0.112
Epoch   9 Batch  206/269 - Train Accuracy:  0.864, Validation Accuracy:  0.874, Loss:  0.121
Epoch   9 Batch  207/269 - Train Accuracy:  0.876, Validation Accuracy:  0.874, Loss:  0.109
Epoch   9 Batch  208/269 - Train Accuracy:  0.880, Validation Accuracy:  0.861, Loss:  0.115
Epoch   9 Batch  209/269 - Train Accuracy:  0.884, Validation Accuracy:  0.867, Loss:  0.109
Epoch   9 Batch  210/269 - Train Accuracy:  0.890, Validation Accuracy:  0.867, Loss:  0.107
Epoch   9 Batch  211/269 - Train Accuracy:  0.887, Validation Accuracy:  0.871, Loss:  0.112
Epoch   9 Batch  212/269 - Train Accuracy:  0.889, Validation Accuracy:  0.877, Loss:  0.116
Epoch   9 Batch  213/269 - Train Accuracy:  0.883, Validation Accuracy:  0.869, Loss:  0.107
Epoch   9 Batch  214/269 - Train Accuracy:  0.867, Validation Accuracy:  0.881, Loss:  0.113
Epoch   9 Batch  215/269 - Train Accuracy:  0.901, Validation Accuracy:  0.875, Loss:  0.105
Epoch   9 Batch  216/269 - Train Accuracy:  0.855, Validation Accuracy:  0.873, Loss:  0.128
Epoch   9 Batch  217/269 - Train Accuracy:  0.868, Validation Accuracy:  0.878, Loss:  0.115
Epoch   9 Batch  218/269 - Train Accuracy:  0.881, Validation Accuracy:  0.871, Loss:  0.108
Epoch   9 Batch  219/269 - Train Accuracy:  0.887, Validation Accuracy:  0.876, Loss:  0.115
Epoch   9 Batch  220/269 - Train Accuracy:  0.896, Validation Accuracy:  0.869, Loss:  0.105
Epoch   9 Batch  221/269 - Train Accuracy:  0.883, Validation Accuracy:  0.872, Loss:  0.109
Epoch   9 Batch  222/269 - Train Accuracy:  0.895, Validation Accuracy:  0.876, Loss:  0.104
Epoch   9 Batch  223/269 - Train Accuracy:  0.877, Validation Accuracy:  0.871, Loss:  0.104
Epoch   9 Batch  224/269 - Train Accuracy:  0.869, Validation Accuracy:  0.870, Loss:  0.117
Epoch   9 Batch  225/269 - Train Accuracy:  0.872, Validation Accuracy:  0.879, Loss:  0.104
Epoch   9 Batch  226/269 - Train Accuracy:  0.886, Validation Accuracy:  0.876, Loss:  0.111
Epoch   9 Batch  227/269 - Train Accuracy:  0.897, Validation Accuracy:  0.875, Loss:  0.109
Epoch   9 Batch  228/269 - Train Accuracy:  0.870, Validation Accuracy:  0.880, Loss:  0.102
Epoch   9 Batch  229/269 - Train Accuracy:  0.879, Validation Accuracy:  0.877, Loss:  0.105
Epoch   9 Batch  230/269 - Train Accuracy:  0.889, Validation Accuracy:  0.881, Loss:  0.105
Epoch   9 Batch  231/269 - Train Accuracy:  0.882, Validation Accuracy:  0.884, Loss:  0.109
Epoch   9 Batch  232/269 - Train Accuracy:  0.877, Validation Accuracy:  0.875, Loss:  0.104
Epoch   9 Batch  233/269 - Train Accuracy:  0.900, Validation Accuracy:  0.879, Loss:  0.113
Epoch   9 Batch  234/269 - Train Accuracy:  0.882, Validation Accuracy:  0.874, Loss:  0.104
Epoch   9 Batch  235/269 - Train Accuracy:  0.902, Validation Accuracy:  0.875, Loss:  0.098
Epoch   9 Batch  236/269 - Train Accuracy:  0.880, Validation Accuracy:  0.874, Loss:  0.100
Epoch   9 Batch  237/269 - Train Accuracy:  0.878, Validation Accuracy:  0.869, Loss:  0.107
Epoch   9 Batch  238/269 - Train Accuracy:  0.885, Validation Accuracy:  0.873, Loss:  0.103
Epoch   9 Batch  239/269 - Train Accuracy:  0.884, Validation Accuracy:  0.872, Loss:  0.103
Epoch   9 Batch  240/269 - Train Accuracy:  0.905, Validation Accuracy:  0.873, Loss:  0.100
Epoch   9 Batch  241/269 - Train Accuracy:  0.876, Validation Accuracy:  0.873, Loss:  0.116
Epoch   9 Batch  242/269 - Train Accuracy:  0.898, Validation Accuracy:  0.877, Loss:  0.103
Epoch   9 Batch  243/269 - Train Accuracy:  0.903, Validation Accuracy:  0.884, Loss:  0.097
Epoch   9 Batch  244/269 - Train Accuracy:  0.879, Validation Accuracy:  0.881, Loss:  0.108
Epoch   9 Batch  245/269 - Train Accuracy:  0.862, Validation Accuracy:  0.875, Loss:  0.111
Epoch   9 Batch  246/269 - Train Accuracy:  0.878, Validation Accuracy:  0.877, Loss:  0.110
Epoch   9 Batch  247/269 - Train Accuracy:  0.888, Validation Accuracy:  0.879, Loss:  0.104
Epoch   9 Batch  248/269 - Train Accuracy:  0.891, Validation Accuracy:  0.877, Loss:  0.101
Epoch   9 Batch  249/269 - Train Accuracy:  0.892, Validation Accuracy:  0.881, Loss:  0.098
Epoch   9 Batch  250/269 - Train Accuracy:  0.891, Validation Accuracy:  0.879, Loss:  0.102
Epoch   9 Batch  251/269 - Train Accuracy:  0.908, Validation Accuracy:  0.885, Loss:  0.098
Epoch   9 Batch  252/269 - Train Accuracy:  0.890, Validation Accuracy:  0.885, Loss:  0.097
Epoch   9 Batch  253/269 - Train Accuracy:  0.882, Validation Accuracy:  0.880, Loss:  0.110
Epoch   9 Batch  254/269 - Train Accuracy:  0.899, Validation Accuracy:  0.887, Loss:  0.103
Epoch   9 Batch  255/269 - Train Accuracy:  0.891, Validation Accuracy:  0.882, Loss:  0.102
Epoch   9 Batch  256/269 - Train Accuracy:  0.873, Validation Accuracy:  0.882, Loss:  0.101
Epoch   9 Batch  257/269 - Train Accuracy:  0.872, Validation Accuracy:  0.881, Loss:  0.112
Epoch   9 Batch  258/269 - Train Accuracy:  0.876, Validation Accuracy:  0.881, Loss:  0.109
Epoch   9 Batch  259/269 - Train Accuracy:  0.894, Validation Accuracy:  0.881, Loss:  0.102
Epoch   9 Batch  260/269 - Train Accuracy:  0.877, Validation Accuracy:  0.873, Loss:  0.113
Epoch   9 Batch  261/269 - Train Accuracy:  0.877, Validation Accuracy:  0.876, Loss:  0.103
Epoch   9 Batch  262/269 - Train Accuracy:  0.901, Validation Accuracy:  0.881, Loss:  0.103
Epoch   9 Batch  263/269 - Train Accuracy:  0.886, Validation Accuracy:  0.886, Loss:  0.106
Epoch   9 Batch  264/269 - Train Accuracy:  0.861, Validation Accuracy:  0.881, Loss:  0.114
Epoch   9 Batch  265/269 - Train Accuracy:  0.888, Validation Accuracy:  0.881, Loss:  0.101
Epoch   9 Batch  266/269 - Train Accuracy:  0.891, Validation Accuracy:  0.879, Loss:  0.098
Epoch   9 Batch  267/269 - Train Accuracy:  0.877, Validation Accuracy:  0.874, Loss:  0.114
Epoch  10 Batch    0/269 - Train Accuracy:  0.888, Validation Accuracy:  0.882, Loss:  0.113
Epoch  10 Batch    1/269 - Train Accuracy:  0.876, Validation Accuracy:  0.883, Loss:  0.103
Epoch  10 Batch    2/269 - Train Accuracy:  0.877, Validation Accuracy:  0.881, Loss:  0.107
Epoch  10 Batch    3/269 - Train Accuracy:  0.901, Validation Accuracy:  0.885, Loss:  0.104
Epoch  10 Batch    4/269 - Train Accuracy:  0.881, Validation Accuracy:  0.881, Loss:  0.106
Epoch  10 Batch    5/269 - Train Accuracy:  0.888, Validation Accuracy:  0.875, Loss:  0.104
Epoch  10 Batch    6/269 - Train Accuracy:  0.896, Validation Accuracy:  0.869, Loss:  0.097
Epoch  10 Batch    7/269 - Train Accuracy:  0.884, Validation Accuracy:  0.874, Loss:  0.100
Epoch  10 Batch    8/269 - Train Accuracy:  0.900, Validation Accuracy:  0.877, Loss:  0.104
Epoch  10 Batch    9/269 - Train Accuracy:  0.883, Validation Accuracy:  0.876, Loss:  0.107
Epoch  10 Batch   10/269 - Train Accuracy:  0.890, Validation Accuracy:  0.879, Loss:  0.098
Epoch  10 Batch   11/269 - Train Accuracy:  0.882, Validation Accuracy:  0.876, Loss:  0.108
Epoch  10 Batch   12/269 - Train Accuracy:  0.884, Validation Accuracy:  0.882, Loss:  0.112
Epoch  10 Batch   13/269 - Train Accuracy:  0.889, Validation Accuracy:  0.881, Loss:  0.092
Epoch  10 Batch   14/269 - Train Accuracy:  0.884, Validation Accuracy:  0.880, Loss:  0.104
Epoch  10 Batch   15/269 - Train Accuracy:  0.889, Validation Accuracy:  0.885, Loss:  0.094
Epoch  10 Batch   16/269 - Train Accuracy:  0.882, Validation Accuracy:  0.877, Loss:  0.109
Epoch  10 Batch   17/269 - Train Accuracy:  0.876, Validation Accuracy:  0.875, Loss:  0.093
Epoch  10 Batch   18/269 - Train Accuracy:  0.880, Validation Accuracy:  0.884, Loss:  0.107
Epoch  10 Batch   19/269 - Train Accuracy:  0.896, Validation Accuracy:  0.880, Loss:  0.088
Epoch  10 Batch   20/269 - Train Accuracy:  0.894, Validation Accuracy:  0.881, Loss:  0.102
Epoch  10 Batch   21/269 - Train Accuracy:  0.875, Validation Accuracy:  0.885, Loss:  0.120
Epoch  10 Batch   22/269 - Train Accuracy:  0.887, Validation Accuracy:  0.881, Loss:  0.096
Epoch  10 Batch   23/269 - Train Accuracy:  0.887, Validation Accuracy:  0.891, Loss:  0.104
Epoch  10 Batch   24/269 - Train Accuracy:  0.889, Validation Accuracy:  0.888, Loss:  0.098
Epoch  10 Batch   25/269 - Train Accuracy:  0.888, Validation Accuracy:  0.889, Loss:  0.107
Epoch  10 Batch   26/269 - Train Accuracy:  0.897, Validation Accuracy:  0.887, Loss:  0.088
Epoch  10 Batch   27/269 - Train Accuracy:  0.902, Validation Accuracy:  0.883, Loss:  0.095
Epoch  10 Batch   28/269 - Train Accuracy:  0.866, Validation Accuracy:  0.881, Loss:  0.110
Epoch  10 Batch   29/269 - Train Accuracy:  0.890, Validation Accuracy:  0.880, Loss:  0.104
Epoch  10 Batch   30/269 - Train Accuracy:  0.894, Validation Accuracy:  0.882, Loss:  0.095
Epoch  10 Batch   31/269 - Train Accuracy:  0.895, Validation Accuracy:  0.889, Loss:  0.098
Epoch  10 Batch   32/269 - Train Accuracy:  0.885, Validation Accuracy:  0.882, Loss:  0.095
Epoch  10 Batch   33/269 - Train Accuracy:  0.894, Validation Accuracy:  0.881, Loss:  0.093
Epoch  10 Batch   34/269 - Train Accuracy:  0.888, Validation Accuracy:  0.879, Loss:  0.095
Epoch  10 Batch   35/269 - Train Accuracy:  0.891, Validation Accuracy:  0.882, Loss:  0.106
Epoch  10 Batch   36/269 - Train Accuracy:  0.869, Validation Accuracy:  0.872, Loss:  0.100
Epoch  10 Batch   37/269 - Train Accuracy:  0.889, Validation Accuracy:  0.882, Loss:  0.103
Epoch  10 Batch   38/269 - Train Accuracy:  0.888, Validation Accuracy:  0.886, Loss:  0.097
Epoch  10 Batch   39/269 - Train Accuracy:  0.888, Validation Accuracy:  0.883, Loss:  0.099
Epoch  10 Batch   40/269 - Train Accuracy:  0.872, Validation Accuracy:  0.883, Loss:  0.100
Epoch  10 Batch   41/269 - Train Accuracy:  0.883, Validation Accuracy:  0.878, Loss:  0.101
Epoch  10 Batch   42/269 - Train Accuracy:  0.900, Validation Accuracy:  0.886, Loss:  0.091
Epoch  10 Batch   43/269 - Train Accuracy:  0.898, Validation Accuracy:  0.883, Loss:  0.097
Epoch  10 Batch   44/269 - Train Accuracy:  0.896, Validation Accuracy:  0.887, Loss:  0.098
Epoch  10 Batch   45/269 - Train Accuracy:  0.890, Validation Accuracy:  0.886, Loss:  0.099
Epoch  10 Batch   46/269 - Train Accuracy:  0.895, Validation Accuracy:  0.890, Loss:  0.097
Epoch  10 Batch   47/269 - Train Accuracy:  0.898, Validation Accuracy:  0.889, Loss:  0.087
Epoch  10 Batch   48/269 - Train Accuracy:  0.896, Validation Accuracy:  0.886, Loss:  0.094
Epoch  10 Batch   49/269 - Train Accuracy:  0.888, Validation Accuracy:  0.887, Loss:  0.093
Epoch  10 Batch   50/269 - Train Accuracy:  0.875, Validation Accuracy:  0.880, Loss:  0.107
Epoch  10 Batch   51/269 - Train Accuracy:  0.896, Validation Accuracy:  0.882, Loss:  0.095
Epoch  10 Batch   52/269 - Train Accuracy:  0.887, Validation Accuracy:  0.880, Loss:  0.088
Epoch  10 Batch   53/269 - Train Accuracy:  0.892, Validation Accuracy:  0.881, Loss:  0.103
Epoch  10 Batch   54/269 - Train Accuracy:  0.901, Validation Accuracy:  0.886, Loss:  0.094
Epoch  10 Batch   55/269 - Train Accuracy:  0.902, Validation Accuracy:  0.886, Loss:  0.091
Epoch  10 Batch   56/269 - Train Accuracy:  0.891, Validation Accuracy:  0.882, Loss:  0.099
Epoch  10 Batch   57/269 - Train Accuracy:  0.890, Validation Accuracy:  0.881, Loss:  0.101
Epoch  10 Batch   58/269 - Train Accuracy:  0.898, Validation Accuracy:  0.882, Loss:  0.094
Epoch  10 Batch   59/269 - Train Accuracy:  0.906, Validation Accuracy:  0.883, Loss:  0.081
Epoch  10 Batch   60/269 - Train Accuracy:  0.897, Validation Accuracy:  0.884, Loss:  0.090
Epoch  10 Batch   61/269 - Train Accuracy:  0.898, Validation Accuracy:  0.882, Loss:  0.088
Epoch  10 Batch   62/269 - Train Accuracy:  0.887, Validation Accuracy:  0.889, Loss:  0.098
Epoch  10 Batch   63/269 - Train Accuracy:  0.879, Validation Accuracy:  0.885, Loss:  0.104
Epoch  10 Batch   64/269 - Train Accuracy:  0.892, Validation Accuracy:  0.880, Loss:  0.089
Epoch  10 Batch   65/269 - Train Accuracy:  0.884, Validation Accuracy:  0.891, Loss:  0.090
Epoch  10 Batch   66/269 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.095
Epoch  10 Batch   67/269 - Train Accuracy:  0.896, Validation Accuracy:  0.887, Loss:  0.099
Epoch  10 Batch   68/269 - Train Accuracy:  0.879, Validation Accuracy:  0.890, Loss:  0.103
Epoch  10 Batch   69/269 - Train Accuracy:  0.873, Validation Accuracy:  0.888, Loss:  0.111
Epoch  10 Batch   70/269 - Train Accuracy:  0.902, Validation Accuracy:  0.888, Loss:  0.097
Epoch  10 Batch   71/269 - Train Accuracy:  0.901, Validation Accuracy:  0.886, Loss:  0.105
Epoch  10 Batch   72/269 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.101
Epoch  10 Batch   73/269 - Train Accuracy:  0.882, Validation Accuracy:  0.889, Loss:  0.102
Epoch  10 Batch   74/269 - Train Accuracy:  0.890, Validation Accuracy:  0.888, Loss:  0.092
Epoch  10 Batch   75/269 - Train Accuracy:  0.894, Validation Accuracy:  0.889, Loss:  0.096
Epoch  10 Batch   76/269 - Train Accuracy:  0.879, Validation Accuracy:  0.885, Loss:  0.091
Epoch  10 Batch   77/269 - Train Accuracy:  0.897, Validation Accuracy:  0.885, Loss:  0.093
Epoch  10 Batch   78/269 - Train Accuracy:  0.902, Validation Accuracy:  0.891, Loss:  0.095
Epoch  10 Batch   79/269 - Train Accuracy:  0.877, Validation Accuracy:  0.877, Loss:  0.095
Epoch  10 Batch   80/269 - Train Accuracy:  0.893, Validation Accuracy:  0.888, Loss:  0.093
Epoch  10 Batch   81/269 - Train Accuracy:  0.888, Validation Accuracy:  0.885, Loss:  0.104
Epoch  10 Batch   82/269 - Train Accuracy:  0.908, Validation Accuracy:  0.885, Loss:  0.086
Epoch  10 Batch   83/269 - Train Accuracy:  0.891, Validation Accuracy:  0.877, Loss:  0.105
Epoch  10 Batch   84/269 - Train Accuracy:  0.884, Validation Accuracy:  0.884, Loss:  0.095
Epoch  10 Batch   85/269 - Train Accuracy:  0.901, Validation Accuracy:  0.887, Loss:  0.091
Epoch  10 Batch   86/269 - Train Accuracy:  0.894, Validation Accuracy:  0.882, Loss:  0.087
Epoch  10 Batch   87/269 - Train Accuracy:  0.877, Validation Accuracy:  0.883, Loss:  0.102
Epoch  10 Batch   88/269 - Train Accuracy:  0.876, Validation Accuracy:  0.879, Loss:  0.098
Epoch  10 Batch   89/269 - Train Accuracy:  0.912, Validation Accuracy:  0.881, Loss:  0.090
Epoch  10 Batch   90/269 - Train Accuracy:  0.884, Validation Accuracy:  0.879, Loss:  0.097
Epoch  10 Batch   91/269 - Train Accuracy:  0.900, Validation Accuracy:  0.881, Loss:  0.092
Epoch  10 Batch   92/269 - Train Accuracy:  0.907, Validation Accuracy:  0.889, Loss:  0.089
Epoch  10 Batch   93/269 - Train Accuracy:  0.905, Validation Accuracy:  0.887, Loss:  0.089
Epoch  10 Batch   94/269 - Train Accuracy:  0.880, Validation Accuracy:  0.884, Loss:  0.101
Epoch  10 Batch   95/269 - Train Accuracy:  0.897, Validation Accuracy:  0.887, Loss:  0.090
Epoch  10 Batch   96/269 - Train Accuracy:  0.869, Validation Accuracy:  0.884, Loss:  0.096
Epoch  10 Batch   97/269 - Train Accuracy:  0.890, Validation Accuracy:  0.884, Loss:  0.093
Epoch  10 Batch   98/269 - Train Accuracy:  0.902, Validation Accuracy:  0.888, Loss:  0.092
Epoch  10 Batch   99/269 - Train Accuracy:  0.873, Validation Accuracy:  0.872, Loss:  0.090
Epoch  10 Batch  100/269 - Train Accuracy:  0.907, Validation Accuracy:  0.889, Loss:  0.093
Epoch  10 Batch  101/269 - Train Accuracy:  0.882, Validation Accuracy:  0.885, Loss:  0.103
Epoch  10 Batch  102/269 - Train Accuracy:  0.884, Validation Accuracy:  0.885, Loss:  0.088
Epoch  10 Batch  103/269 - Train Accuracy:  0.894, Validation Accuracy:  0.893, Loss:  0.101
Epoch  10 Batch  104/269 - Train Accuracy:  0.885, Validation Accuracy:  0.893, Loss:  0.088
Epoch  10 Batch  105/269 - Train Accuracy:  0.891, Validation Accuracy:  0.888, Loss:  0.091
Epoch  10 Batch  106/269 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.085
Epoch  10 Batch  107/269 - Train Accuracy:  0.906, Validation Accuracy:  0.883, Loss:  0.091
Epoch  10 Batch  108/269 - Train Accuracy:  0.899, Validation Accuracy:  0.882, Loss:  0.090
Epoch  10 Batch  109/269 - Train Accuracy:  0.865, Validation Accuracy:  0.882, Loss:  0.094
Epoch  10 Batch  110/269 - Train Accuracy:  0.899, Validation Accuracy:  0.886, Loss:  0.091
Epoch  10 Batch  111/269 - Train Accuracy:  0.887, Validation Accuracy:  0.883, Loss:  0.100
Epoch  10 Batch  112/269 - Train Accuracy:  0.894, Validation Accuracy:  0.886, Loss:  0.092
Epoch  10 Batch  113/269 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.089
Epoch  10 Batch  114/269 - Train Accuracy:  0.889, Validation Accuracy:  0.886, Loss:  0.090
Epoch  10 Batch  115/269 - Train Accuracy:  0.895, Validation Accuracy:  0.888, Loss:  0.093
Epoch  10 Batch  116/269 - Train Accuracy:  0.905, Validation Accuracy:  0.890, Loss:  0.092
Epoch  10 Batch  117/269 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.086
Epoch  10 Batch  118/269 - Train Accuracy:  0.905, Validation Accuracy:  0.892, Loss:  0.082
Epoch  10 Batch  119/269 - Train Accuracy:  0.898, Validation Accuracy:  0.894, Loss:  0.095
Epoch  10 Batch  120/269 - Train Accuracy:  0.901, Validation Accuracy:  0.892, Loss:  0.089
Epoch  10 Batch  121/269 - Train Accuracy:  0.899, Validation Accuracy:  0.892, Loss:  0.081
Epoch  10 Batch  122/269 - Train Accuracy:  0.899, Validation Accuracy:  0.888, Loss:  0.084
Epoch  10 Batch  123/269 - Train Accuracy:  0.891, Validation Accuracy:  0.889, Loss:  0.091
Epoch  10 Batch  124/269 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.080
Epoch  10 Batch  125/269 - Train Accuracy:  0.894, Validation Accuracy:  0.887, Loss:  0.082
Epoch  10 Batch  126/269 - Train Accuracy:  0.883, Validation Accuracy:  0.889, Loss:  0.086
Epoch  10 Batch  127/269 - Train Accuracy:  0.879, Validation Accuracy:  0.894, Loss:  0.091
Epoch  10 Batch  128/269 - Train Accuracy:  0.902, Validation Accuracy:  0.894, Loss:  0.089
Epoch  10 Batch  129/269 - Train Accuracy:  0.880, Validation Accuracy:  0.894, Loss:  0.087
Epoch  10 Batch  130/269 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.094
Epoch  10 Batch  131/269 - Train Accuracy:  0.874, Validation Accuracy:  0.896, Loss:  0.088
Epoch  10 Batch  132/269 - Train Accuracy:  0.872, Validation Accuracy:  0.891, Loss:  0.090
Epoch  10 Batch  133/269 - Train Accuracy:  0.908, Validation Accuracy:  0.888, Loss:  0.080
Epoch  10 Batch  134/269 - Train Accuracy:  0.887, Validation Accuracy:  0.888, Loss:  0.088
Epoch  10 Batch  135/269 - Train Accuracy:  0.893, Validation Accuracy:  0.885, Loss:  0.092
Epoch  10 Batch  136/269 - Train Accuracy:  0.887, Validation Accuracy:  0.893, Loss:  0.095
Epoch  10 Batch  137/269 - Train Accuracy:  0.887, Validation Accuracy:  0.891, Loss:  0.096
Epoch  10 Batch  138/269 - Train Accuracy:  0.887, Validation Accuracy:  0.887, Loss:  0.087
Epoch  10 Batch  139/269 - Train Accuracy:  0.899, Validation Accuracy:  0.887, Loss:  0.082
Epoch  10 Batch  140/269 - Train Accuracy:  0.896, Validation Accuracy:  0.885, Loss:  0.094
Epoch  10 Batch  141/269 - Train Accuracy:  0.882, Validation Accuracy:  0.895, Loss:  0.094
Epoch  10 Batch  142/269 - Train Accuracy:  0.877, Validation Accuracy:  0.895, Loss:  0.088
Epoch  10 Batch  143/269 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.082
Epoch  10 Batch  144/269 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.078
Epoch  10 Batch  145/269 - Train Accuracy:  0.894, Validation Accuracy:  0.895, Loss:  0.087
Epoch  10 Batch  146/269 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.087
Epoch  10 Batch  147/269 - Train Accuracy:  0.901, Validation Accuracy:  0.894, Loss:  0.091
Epoch  10 Batch  148/269 - Train Accuracy:  0.880, Validation Accuracy:  0.883, Loss:  0.097
Epoch  10 Batch  149/269 - Train Accuracy:  0.873, Validation Accuracy:  0.880, Loss:  0.112
Epoch  10 Batch  150/269 - Train Accuracy:  0.896, Validation Accuracy:  0.889, Loss:  0.103
Epoch  10 Batch  151/269 - Train Accuracy:  0.898, Validation Accuracy:  0.894, Loss:  0.097
Epoch  10 Batch  152/269 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.088
Epoch  10 Batch  153/269 - Train Accuracy:  0.888, Validation Accuracy:  0.887, Loss:  0.095
Epoch  10 Batch  154/269 - Train Accuracy:  0.908, Validation Accuracy:  0.890, Loss:  0.093
Epoch  10 Batch  155/269 - Train Accuracy:  0.884, Validation Accuracy:  0.891, Loss:  0.086
Epoch  10 Batch  156/269 - Train Accuracy:  0.885, Validation Accuracy:  0.885, Loss:  0.099
Epoch  10 Batch  157/269 - Train Accuracy:  0.877, Validation Accuracy:  0.894, Loss:  0.093
Epoch  10 Batch  158/269 - Train Accuracy:  0.890, Validation Accuracy:  0.890, Loss:  0.090
Epoch  10 Batch  159/269 - Train Accuracy:  0.888, Validation Accuracy:  0.888, Loss:  0.096
Epoch  10 Batch  160/269 - Train Accuracy:  0.895, Validation Accuracy:  0.893, Loss:  0.094
Epoch  10 Batch  161/269 - Train Accuracy:  0.892, Validation Accuracy:  0.883, Loss:  0.087
Epoch  10 Batch  162/269 - Train Accuracy:  0.911, Validation Accuracy:  0.890, Loss:  0.089
Epoch  10 Batch  163/269 - Train Accuracy:  0.903, Validation Accuracy:  0.890, Loss:  0.091
Epoch  10 Batch  164/269 - Train Accuracy:  0.899, Validation Accuracy:  0.886, Loss:  0.085
Epoch  10 Batch  165/269 - Train Accuracy:  0.890, Validation Accuracy:  0.897, Loss:  0.086
Epoch  10 Batch  166/269 - Train Accuracy:  0.904, Validation Accuracy:  0.893, Loss:  0.085
Epoch  10 Batch  167/269 - Train Accuracy:  0.903, Validation Accuracy:  0.890, Loss:  0.085
Epoch  10 Batch  168/269 - Train Accuracy:  0.898, Validation Accuracy:  0.882, Loss:  0.089
Epoch  10 Batch  169/269 - Train Accuracy:  0.890, Validation Accuracy:  0.889, Loss:  0.085
Epoch  10 Batch  170/269 - Train Accuracy:  0.892, Validation Accuracy:  0.889, Loss:  0.083
Epoch  10 Batch  171/269 - Train Accuracy:  0.908, Validation Accuracy:  0.889, Loss:  0.085
Epoch  10 Batch  172/269 - Train Accuracy:  0.890, Validation Accuracy:  0.890, Loss:  0.098
Epoch  10 Batch  173/269 - Train Accuracy:  0.898, Validation Accuracy:  0.889, Loss:  0.081
Epoch  10 Batch  174/269 - Train Accuracy:  0.898, Validation Accuracy:  0.888, Loss:  0.089
Epoch  10 Batch  175/269 - Train Accuracy:  0.888, Validation Accuracy:  0.894, Loss:  0.100
Epoch  10 Batch  176/269 - Train Accuracy:  0.874, Validation Accuracy:  0.889, Loss:  0.096
Epoch  10 Batch  177/269 - Train Accuracy:  0.899, Validation Accuracy:  0.891, Loss:  0.082
Epoch  10 Batch  178/269 - Train Accuracy:  0.897, Validation Accuracy:  0.887, Loss:  0.080
Epoch  10 Batch  179/269 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.083
Epoch  10 Batch  180/269 - Train Accuracy:  0.910, Validation Accuracy:  0.887, Loss:  0.081
Epoch  10 Batch  181/269 - Train Accuracy:  0.886, Validation Accuracy:  0.894, Loss:  0.092
Epoch  10 Batch  182/269 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.085
Epoch  10 Batch  183/269 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.070
Epoch  10 Batch  184/269 - Train Accuracy:  0.884, Validation Accuracy:  0.903, Loss:  0.084
Epoch  10 Batch  185/269 - Train Accuracy:  0.915, Validation Accuracy:  0.898, Loss:  0.084
Epoch  10 Batch  186/269 - Train Accuracy:  0.897, Validation Accuracy:  0.900, Loss:  0.079
Epoch  10 Batch  187/269 - Train Accuracy:  0.906, Validation Accuracy:  0.897, Loss:  0.080
Epoch  10 Batch  188/269 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.078
Epoch  10 Batch  189/269 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.078
Epoch  10 Batch  190/269 - Train Accuracy:  0.908, Validation Accuracy:  0.896, Loss:  0.078
Epoch  10 Batch  191/269 - Train Accuracy:  0.900, Validation Accuracy:  0.899, Loss:  0.079
Epoch  10 Batch  192/269 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.083
Epoch  10 Batch  193/269 - Train Accuracy:  0.903, Validation Accuracy:  0.897, Loss:  0.079
Epoch  10 Batch  194/269 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.081
Epoch  10 Batch  195/269 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.082
Epoch  10 Batch  196/269 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.079
Epoch  10 Batch  197/269 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.086
Epoch  10 Batch  198/269 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.086
Epoch  10 Batch  199/269 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.091
Epoch  10 Batch  200/269 - Train Accuracy:  0.892, Validation Accuracy:  0.892, Loss:  0.082
Epoch  10 Batch  201/269 - Train Accuracy:  0.895, Validation Accuracy:  0.893, Loss:  0.086
Epoch  10 Batch  202/269 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.080
Epoch  10 Batch  203/269 - Train Accuracy:  0.907, Validation Accuracy:  0.896, Loss:  0.087
Epoch  10 Batch  204/269 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.085
Epoch  10 Batch  205/269 - Train Accuracy:  0.906, Validation Accuracy:  0.901, Loss:  0.080
Epoch  10 Batch  206/269 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.087
Epoch  10 Batch  207/269 - Train Accuracy:  0.890, Validation Accuracy:  0.902, Loss:  0.080
Epoch  10 Batch  208/269 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.084
Epoch  10 Batch  209/269 - Train Accuracy:  0.908, Validation Accuracy:  0.894, Loss:  0.078
Epoch  10 Batch  210/269 - Train Accuracy:  0.898, Validation Accuracy:  0.896, Loss:  0.078
Epoch  10 Batch  211/269 - Train Accuracy:  0.905, Validation Accuracy:  0.892, Loss:  0.084
Epoch  10 Batch  212/269 - Train Accuracy:  0.903, Validation Accuracy:  0.894, Loss:  0.087
Epoch  10 Batch  213/269 - Train Accuracy:  0.899, Validation Accuracy:  0.892, Loss:  0.079
Epoch  10 Batch  214/269 - Train Accuracy:  0.894, Validation Accuracy:  0.892, Loss:  0.085
Epoch  10 Batch  215/269 - Train Accuracy:  0.915, Validation Accuracy:  0.895, Loss:  0.080
Epoch  10 Batch  216/269 - Train Accuracy:  0.877, Validation Accuracy:  0.893, Loss:  0.098
Epoch  10 Batch  217/269 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.087
Epoch  10 Batch  218/269 - Train Accuracy:  0.910, Validation Accuracy:  0.900, Loss:  0.081
Epoch  10 Batch  219/269 - Train Accuracy:  0.898, Validation Accuracy:  0.896, Loss:  0.084
Epoch  10 Batch  220/269 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.079
Epoch  10 Batch  221/269 - Train Accuracy:  0.899, Validation Accuracy:  0.896, Loss:  0.081
Epoch  10 Batch  222/269 - Train Accuracy:  0.915, Validation Accuracy:  0.893, Loss:  0.077
Epoch  10 Batch  223/269 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.075
Epoch  10 Batch  224/269 - Train Accuracy:  0.893, Validation Accuracy:  0.896, Loss:  0.090
Epoch  10 Batch  225/269 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.078
Epoch  10 Batch  226/269 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.084
Epoch  10 Batch  227/269 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.086
Epoch  10 Batch  228/269 - Train Accuracy:  0.896, Validation Accuracy:  0.894, Loss:  0.076
Epoch  10 Batch  229/269 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.081
Epoch  10 Batch  230/269 - Train Accuracy:  0.895, Validation Accuracy:  0.897, Loss:  0.078
Epoch  10 Batch  231/269 - Train Accuracy:  0.891, Validation Accuracy:  0.900, Loss:  0.082
Epoch  10 Batch  232/269 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.077
Epoch  10 Batch  233/269 - Train Accuracy:  0.918, Validation Accuracy:  0.900, Loss:  0.086
Epoch  10 Batch  234/269 - Train Accuracy:  0.904, Validation Accuracy:  0.889, Loss:  0.078
Epoch  10 Batch  235/269 - Train Accuracy:  0.911, Validation Accuracy:  0.890, Loss:  0.074
Epoch  10 Batch  236/269 - Train Accuracy:  0.900, Validation Accuracy:  0.889, Loss:  0.076
Epoch  10 Batch  237/269 - Train Accuracy:  0.899, Validation Accuracy:  0.892, Loss:  0.079
Epoch  10 Batch  238/269 - Train Accuracy:  0.899, Validation Accuracy:  0.895, Loss:  0.078
Epoch  10 Batch  239/269 - Train Accuracy:  0.905, Validation Accuracy:  0.892, Loss:  0.077
Epoch  10 Batch  240/269 - Train Accuracy:  0.915, Validation Accuracy:  0.894, Loss:  0.073
Epoch  10 Batch  241/269 - Train Accuracy:  0.886, Validation Accuracy:  0.899, Loss:  0.089
Epoch  10 Batch  242/269 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.075
Epoch  10 Batch  243/269 - Train Accuracy:  0.924, Validation Accuracy:  0.899, Loss:  0.070
Epoch  10 Batch  244/269 - Train Accuracy:  0.902, Validation Accuracy:  0.897, Loss:  0.081
Epoch  10 Batch  245/269 - Train Accuracy:  0.878, Validation Accuracy:  0.905, Loss:  0.083
Epoch  10 Batch  246/269 - Train Accuracy:  0.894, Validation Accuracy:  0.894, Loss:  0.082
Epoch  10 Batch  247/269 - Train Accuracy:  0.906, Validation Accuracy:  0.896, Loss:  0.077
Epoch  10 Batch  248/269 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.074
Epoch  10 Batch  249/269 - Train Accuracy:  0.910, Validation Accuracy:  0.900, Loss:  0.073
Epoch  10 Batch  250/269 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.076
Epoch  10 Batch  251/269 - Train Accuracy:  0.920, Validation Accuracy:  0.898, Loss:  0.073
Epoch  10 Batch  252/269 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.069
Epoch  10 Batch  253/269 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.082
Epoch  10 Batch  254/269 - Train Accuracy:  0.906, Validation Accuracy:  0.905, Loss:  0.076
Epoch  10 Batch  255/269 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.078
Epoch  10 Batch  256/269 - Train Accuracy:  0.884, Validation Accuracy:  0.900, Loss:  0.076
Epoch  10 Batch  257/269 - Train Accuracy:  0.884, Validation Accuracy:  0.892, Loss:  0.084
Epoch  10 Batch  258/269 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.084
Epoch  10 Batch  259/269 - Train Accuracy:  0.907, Validation Accuracy:  0.899, Loss:  0.076
Epoch  10 Batch  260/269 - Train Accuracy:  0.894, Validation Accuracy:  0.895, Loss:  0.087
Epoch  10 Batch  261/269 - Train Accuracy:  0.890, Validation Accuracy:  0.898, Loss:  0.077
Epoch  10 Batch  262/269 - Train Accuracy:  0.915, Validation Accuracy:  0.903, Loss:  0.078
Epoch  10 Batch  263/269 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.079
Epoch  10 Batch  264/269 - Train Accuracy:  0.879, Validation Accuracy:  0.903, Loss:  0.087
Epoch  10 Batch  265/269 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.075
Epoch  10 Batch  266/269 - Train Accuracy:  0.901, Validation Accuracy:  0.898, Loss:  0.073
Epoch  10 Batch  267/269 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.089
Epoch  11 Batch    0/269 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.083
Epoch  11 Batch    1/269 - Train Accuracy:  0.892, Validation Accuracy:  0.909, Loss:  0.077
Epoch  11 Batch    2/269 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.081
Epoch  11 Batch    3/269 - Train Accuracy:  0.921, Validation Accuracy:  0.904, Loss:  0.077
Epoch  11 Batch    4/269 - Train Accuracy:  0.899, Validation Accuracy:  0.901, Loss:  0.078
Epoch  11 Batch    5/269 - Train Accuracy:  0.910, Validation Accuracy:  0.897, Loss:  0.078
Epoch  11 Batch    6/269 - Train Accuracy:  0.911, Validation Accuracy:  0.899, Loss:  0.071
Epoch  11 Batch    7/269 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.075
Epoch  11 Batch    8/269 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.079
Epoch  11 Batch    9/269 - Train Accuracy:  0.896, Validation Accuracy:  0.905, Loss:  0.080
Epoch  11 Batch   10/269 - Train Accuracy:  0.904, Validation Accuracy:  0.902, Loss:  0.072
Epoch  11 Batch   11/269 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.082
Epoch  11 Batch   12/269 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.086
Epoch  11 Batch   13/269 - Train Accuracy:  0.904, Validation Accuracy:  0.899, Loss:  0.068
Epoch  11 Batch   14/269 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.077
Epoch  11 Batch   15/269 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.067
Epoch  11 Batch   16/269 - Train Accuracy:  0.898, Validation Accuracy:  0.898, Loss:  0.084
Epoch  11 Batch   17/269 - Train Accuracy:  0.911, Validation Accuracy:  0.901, Loss:  0.069
Epoch  11 Batch   18/269 - Train Accuracy:  0.893, Validation Accuracy:  0.901, Loss:  0.077
Epoch  11 Batch   19/269 - Train Accuracy:  0.906, Validation Accuracy:  0.904, Loss:  0.067
Epoch  11 Batch   20/269 - Train Accuracy:  0.898, Validation Accuracy:  0.905, Loss:  0.072
Epoch  11 Batch   21/269 - Train Accuracy:  0.887, Validation Accuracy:  0.910, Loss:  0.090
Epoch  11 Batch   22/269 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.072
Epoch  11 Batch   23/269 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.078
Epoch  11 Batch   24/269 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.074
Epoch  11 Batch   25/269 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.083
Epoch  11 Batch   26/269 - Train Accuracy:  0.914, Validation Accuracy:  0.905, Loss:  0.068
Epoch  11 Batch   27/269 - Train Accuracy:  0.906, Validation Accuracy:  0.904, Loss:  0.073
Epoch  11 Batch   28/269 - Train Accuracy:  0.881, Validation Accuracy:  0.904, Loss:  0.088
Epoch  11 Batch   29/269 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.080
Epoch  11 Batch   30/269 - Train Accuracy:  0.903, Validation Accuracy:  0.895, Loss:  0.074
Epoch  11 Batch   31/269 - Train Accuracy:  0.916, Validation Accuracy:  0.900, Loss:  0.080
Epoch  11 Batch   32/269 - Train Accuracy:  0.914, Validation Accuracy:  0.901, Loss:  0.074
Epoch  11 Batch   33/269 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.070
Epoch  11 Batch   34/269 - Train Accuracy:  0.892, Validation Accuracy:  0.895, Loss:  0.075
Epoch  11 Batch   35/269 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.086
Epoch  11 Batch   36/269 - Train Accuracy:  0.881, Validation Accuracy:  0.891, Loss:  0.077
Epoch  11 Batch   37/269 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.083
Epoch  11 Batch   38/269 - Train Accuracy:  0.906, Validation Accuracy:  0.904, Loss:  0.077
Epoch  11 Batch   39/269 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.074
Epoch  11 Batch   40/269 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.081
Epoch  11 Batch   41/269 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.081
Epoch  11 Batch   42/269 - Train Accuracy:  0.899, Validation Accuracy:  0.889, Loss:  0.068
Epoch  11 Batch   43/269 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.078
Epoch  11 Batch   44/269 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.076
Epoch  11 Batch   45/269 - Train Accuracy:  0.893, Validation Accuracy:  0.898, Loss:  0.079
Epoch  11 Batch   46/269 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.076
Epoch  11 Batch   47/269 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.066
Epoch  11 Batch   48/269 - Train Accuracy:  0.908, Validation Accuracy:  0.905, Loss:  0.075
Epoch  11 Batch   49/269 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.071
Epoch  11 Batch   50/269 - Train Accuracy:  0.890, Validation Accuracy:  0.897, Loss:  0.084
Epoch  11 Batch   51/269 - Train Accuracy:  0.916, Validation Accuracy:  0.901, Loss:  0.076
Epoch  11 Batch   52/269 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.068
Epoch  11 Batch   53/269 - Train Accuracy:  0.895, Validation Accuracy:  0.905, Loss:  0.080
Epoch  11 Batch   54/269 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.073
Epoch  11 Batch   55/269 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.074
Epoch  11 Batch   56/269 - Train Accuracy:  0.899, Validation Accuracy:  0.908, Loss:  0.076
Epoch  11 Batch   57/269 - Train Accuracy:  0.895, Validation Accuracy:  0.906, Loss:  0.082
Epoch  11 Batch   58/269 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.073
Epoch  11 Batch   59/269 - Train Accuracy:  0.912, Validation Accuracy:  0.895, Loss:  0.062
Epoch  11 Batch   60/269 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.069
Epoch  11 Batch   61/269 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.069
Epoch  11 Batch   62/269 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.079
Epoch  11 Batch   63/269 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.083
Epoch  11 Batch   64/269 - Train Accuracy:  0.903, Validation Accuracy:  0.901, Loss:  0.067
Epoch  11 Batch   65/269 - Train Accuracy:  0.905, Validation Accuracy:  0.905, Loss:  0.071
Epoch  11 Batch   66/269 - Train Accuracy:  0.890, Validation Accuracy:  0.902, Loss:  0.074
Epoch  11 Batch   67/269 - Train Accuracy:  0.906, Validation Accuracy:  0.904, Loss:  0.081
Epoch  11 Batch   68/269 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.080
Epoch  11 Batch   69/269 - Train Accuracy:  0.886, Validation Accuracy:  0.900, Loss:  0.089
Epoch  11 Batch   70/269 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.077
Epoch  11 Batch   71/269 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.082
Epoch  11 Batch   72/269 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.079
Epoch  11 Batch   73/269 - Train Accuracy:  0.900, Validation Accuracy:  0.905, Loss:  0.080
Epoch  11 Batch   74/269 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.073
Epoch  11 Batch   75/269 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.075
Epoch  11 Batch   76/269 - Train Accuracy:  0.892, Validation Accuracy:  0.906, Loss:  0.071
Epoch  11 Batch   77/269 - Train Accuracy:  0.915, Validation Accuracy:  0.905, Loss:  0.071
Epoch  11 Batch   78/269 - Train Accuracy:  0.914, Validation Accuracy:  0.907, Loss:  0.072
Epoch  11 Batch   79/269 - Train Accuracy:  0.890, Validation Accuracy:  0.903, Loss:  0.073
Epoch  11 Batch   80/269 - Train Accuracy:  0.906, Validation Accuracy:  0.904, Loss:  0.071
Epoch  11 Batch   81/269 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.080
Epoch  11 Batch   82/269 - Train Accuracy:  0.918, Validation Accuracy:  0.896, Loss:  0.065
Epoch  11 Batch   83/269 - Train Accuracy:  0.897, Validation Accuracy:  0.899, Loss:  0.085
Epoch  11 Batch   84/269 - Train Accuracy:  0.898, Validation Accuracy:  0.900, Loss:  0.072
Epoch  11 Batch   85/269 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.068
Epoch  11 Batch   86/269 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.067
Epoch  11 Batch   87/269 - Train Accuracy:  0.894, Validation Accuracy:  0.899, Loss:  0.078
Epoch  11 Batch   88/269 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.073
Epoch  11 Batch   89/269 - Train Accuracy:  0.925, Validation Accuracy:  0.901, Loss:  0.068
Epoch  11 Batch   90/269 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.075
Epoch  11 Batch   91/269 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.068
Epoch  11 Batch   92/269 - Train Accuracy:  0.925, Validation Accuracy:  0.909, Loss:  0.067
Epoch  11 Batch   93/269 - Train Accuracy:  0.920, Validation Accuracy:  0.904, Loss:  0.068
Epoch  11 Batch   94/269 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.082
Epoch  11 Batch   95/269 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.069
Epoch  11 Batch   96/269 - Train Accuracy:  0.883, Validation Accuracy:  0.903, Loss:  0.079
Epoch  11 Batch   97/269 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.072
Epoch  11 Batch   98/269 - Train Accuracy:  0.915, Validation Accuracy:  0.907, Loss:  0.072
Epoch  11 Batch   99/269 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.071
Epoch  11 Batch  100/269 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.071
Epoch  11 Batch  101/269 - Train Accuracy:  0.892, Validation Accuracy:  0.905, Loss:  0.084
Epoch  11 Batch  102/269 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.067
Epoch  11 Batch  103/269 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.079
Epoch  11 Batch  104/269 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.070
Epoch  11 Batch  105/269 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.071
Epoch  11 Batch  106/269 - Train Accuracy:  0.908, Validation Accuracy:  0.906, Loss:  0.065
Epoch  11 Batch  107/269 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.071
Epoch  11 Batch  108/269 - Train Accuracy:  0.910, Validation Accuracy:  0.899, Loss:  0.068
Epoch  11 Batch  109/269 - Train Accuracy:  0.876, Validation Accuracy:  0.903, Loss:  0.076
Epoch  11 Batch  110/269 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.070
Epoch  11 Batch  111/269 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.078
Epoch  11 Batch  112/269 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.074
Epoch  11 Batch  113/269 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.069
Epoch  11 Batch  114/269 - Train Accuracy:  0.900, Validation Accuracy:  0.910, Loss:  0.072
Epoch  11 Batch  115/269 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.073
Epoch  11 Batch  116/269 - Train Accuracy:  0.913, Validation Accuracy:  0.908, Loss:  0.072
Epoch  11 Batch  117/269 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.067
Epoch  11 Batch  118/269 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.063
Epoch  11 Batch  119/269 - Train Accuracy:  0.905, Validation Accuracy:  0.910, Loss:  0.075
Epoch  11 Batch  120/269 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.072
Epoch  11 Batch  121/269 - Train Accuracy:  0.917, Validation Accuracy:  0.915, Loss:  0.064
Epoch  11 Batch  122/269 - Train Accuracy:  0.906, Validation Accuracy:  0.901, Loss:  0.066
Epoch  11 Batch  123/269 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.071
Epoch  11 Batch  124/269 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.063
Epoch  11 Batch  125/269 - Train Accuracy:  0.908, Validation Accuracy:  0.899, Loss:  0.066
Epoch  11 Batch  126/269 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.067
Epoch  11 Batch  127/269 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.072
Epoch  11 Batch  128/269 - Train Accuracy:  0.913, Validation Accuracy:  0.899, Loss:  0.071
Epoch  11 Batch  129/269 - Train Accuracy:  0.892, Validation Accuracy:  0.917, Loss:  0.073
Epoch  11 Batch  130/269 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.075
Epoch  11 Batch  131/269 - Train Accuracy:  0.892, Validation Accuracy:  0.910, Loss:  0.072
Epoch  11 Batch  132/269 - Train Accuracy:  0.878, Validation Accuracy:  0.900, Loss:  0.072
Epoch  11 Batch  133/269 - Train Accuracy:  0.922, Validation Accuracy:  0.906, Loss:  0.064
Epoch  11 Batch  134/269 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.070
Epoch  11 Batch  135/269 - Train Accuracy:  0.908, Validation Accuracy:  0.911, Loss:  0.072
Epoch  11 Batch  136/269 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.075
Epoch  11 Batch  137/269 - Train Accuracy:  0.902, Validation Accuracy:  0.911, Loss:  0.079
Epoch  11 Batch  138/269 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.067
Epoch  11 Batch  139/269 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.064
Epoch  11 Batch  140/269 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.074
Epoch  11 Batch  141/269 - Train Accuracy:  0.898, Validation Accuracy:  0.905, Loss:  0.073
Epoch  11 Batch  142/269 - Train Accuracy:  0.892, Validation Accuracy:  0.904, Loss:  0.070
Epoch  11 Batch  143/269 - Train Accuracy:  0.918, Validation Accuracy:  0.906, Loss:  0.065
Epoch  11 Batch  144/269 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.057
Epoch  11 Batch  145/269 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.065
Epoch  11 Batch  146/269 - Train Accuracy:  0.912, Validation Accuracy:  0.910, Loss:  0.068
Epoch  11 Batch  147/269 - Train Accuracy:  0.913, Validation Accuracy:  0.908, Loss:  0.072
Epoch  11 Batch  148/269 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.070
Epoch  11 Batch  149/269 - Train Accuracy:  0.900, Validation Accuracy:  0.907, Loss:  0.077
Epoch  11 Batch  150/269 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.071
Epoch  11 Batch  151/269 - Train Accuracy:  0.914, Validation Accuracy:  0.910, Loss:  0.072
Epoch  11 Batch  152/269 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.070
Epoch  11 Batch  153/269 - Train Accuracy:  0.910, Validation Accuracy:  0.907, Loss:  0.068
Epoch  11 Batch  154/269 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.065
Epoch  11 Batch  155/269 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.066
Epoch  11 Batch  156/269 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.070
Epoch  11 Batch  157/269 - Train Accuracy:  0.892, Validation Accuracy:  0.908, Loss:  0.065
Epoch  11 Batch  158/269 - Train Accuracy:  0.903, Validation Accuracy:  0.910, Loss:  0.066
Epoch  11 Batch  159/269 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.072
Epoch  11 Batch  160/269 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.070
Epoch  11 Batch  161/269 - Train Accuracy:  0.912, Validation Accuracy:  0.910, Loss:  0.066
Epoch  11 Batch  162/269 - Train Accuracy:  0.917, Validation Accuracy:  0.907, Loss:  0.067
Epoch  11 Batch  163/269 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.069
Epoch  11 Batch  164/269 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.066
Epoch  11 Batch  165/269 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.063
Epoch  11 Batch  166/269 - Train Accuracy:  0.914, Validation Accuracy:  0.903, Loss:  0.067
Epoch  11 Batch  167/269 - Train Accuracy:  0.919, Validation Accuracy:  0.907, Loss:  0.066
Epoch  11 Batch  168/269 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.069
Epoch  11 Batch  169/269 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.066
Epoch  11 Batch  170/269 - Train Accuracy:  0.915, Validation Accuracy:  0.909, Loss:  0.063
Epoch  11 Batch  171/269 - Train Accuracy:  0.921, Validation Accuracy:  0.905, Loss:  0.066
Epoch  11 Batch  172/269 - Train Accuracy:  0.898, Validation Accuracy:  0.911, Loss:  0.079
Epoch  11 Batch  173/269 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.064
Epoch  11 Batch  174/269 - Train Accuracy:  0.913, Validation Accuracy:  0.908, Loss:  0.069
Epoch  11 Batch  175/269 - Train Accuracy:  0.902, Validation Accuracy:  0.908, Loss:  0.082
Epoch  11 Batch  176/269 - Train Accuracy:  0.890, Validation Accuracy:  0.911, Loss:  0.076
Epoch  11 Batch  177/269 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.064
Epoch  11 Batch  178/269 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.063
Epoch  11 Batch  179/269 - Train Accuracy:  0.908, Validation Accuracy:  0.912, Loss:  0.066
Epoch  11 Batch  180/269 - Train Accuracy:  0.917, Validation Accuracy:  0.908, Loss:  0.063
Epoch  11 Batch  181/269 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.073
Epoch  11 Batch  182/269 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.065
Epoch  11 Batch  183/269 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.053
Epoch  11 Batch  184/269 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.067
Epoch  11 Batch  185/269 - Train Accuracy:  0.928, Validation Accuracy:  0.915, Loss:  0.065
Epoch  11 Batch  186/269 - Train Accuracy:  0.903, Validation Accuracy:  0.916, Loss:  0.061
Epoch  11 Batch  187/269 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.063
Epoch  11 Batch  188/269 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.061
Epoch  11 Batch  189/269 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.061
Epoch  11 Batch  190/269 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.063
Epoch  11 Batch  191/269 - Train Accuracy:  0.908, Validation Accuracy:  0.911, Loss:  0.063
Epoch  11 Batch  192/269 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.066
Epoch  11 Batch  193/269 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.063
Epoch  11 Batch  194/269 - Train Accuracy:  0.906, Validation Accuracy:  0.916, Loss:  0.065
Epoch  11 Batch  195/269 - Train Accuracy:  0.901, Validation Accuracy:  0.914, Loss:  0.064
Epoch  11 Batch  196/269 - Train Accuracy:  0.902, Validation Accuracy:  0.914, Loss:  0.062
Epoch  11 Batch  197/269 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.069
Epoch  11 Batch  198/269 - Train Accuracy:  0.913, Validation Accuracy:  0.910, Loss:  0.066
Epoch  11 Batch  199/269 - Train Accuracy:  0.901, Validation Accuracy:  0.903, Loss:  0.070
Epoch  11 Batch  200/269 - Train Accuracy:  0.906, Validation Accuracy:  0.908, Loss:  0.065
Epoch  11 Batch  201/269 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.067
Epoch  11 Batch  202/269 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.062
Epoch  11 Batch  203/269 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.068
Epoch  11 Batch  204/269 - Train Accuracy:  0.908, Validation Accuracy:  0.915, Loss:  0.067
Epoch  11 Batch  205/269 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.064
Epoch  11 Batch  206/269 - Train Accuracy:  0.905, Validation Accuracy:  0.916, Loss:  0.069
Epoch  11 Batch  207/269 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.065
Epoch  11 Batch  208/269 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.066
Epoch  11 Batch  209/269 - Train Accuracy:  0.929, Validation Accuracy:  0.910, Loss:  0.062
Epoch  11 Batch  210/269 - Train Accuracy:  0.908, Validation Accuracy:  0.910, Loss:  0.062
Epoch  11 Batch  211/269 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.069
Epoch  11 Batch  212/269 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.072
Epoch  11 Batch  213/269 - Train Accuracy:  0.909, Validation Accuracy:  0.910, Loss:  0.064
Epoch  11 Batch  214/269 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.067
Epoch  11 Batch  215/269 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.064
Epoch  11 Batch  216/269 - Train Accuracy:  0.893, Validation Accuracy:  0.914, Loss:  0.080
Epoch  11 Batch  217/269 - Train Accuracy:  0.908, Validation Accuracy:  0.910, Loss:  0.069
Epoch  11 Batch  218/269 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.064
Epoch  11 Batch  219/269 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.067
Epoch  11 Batch  220/269 - Train Accuracy:  0.906, Validation Accuracy:  0.914, Loss:  0.065
Epoch  11 Batch  221/269 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.065
Epoch  11 Batch  222/269 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.062
Epoch  11 Batch  223/269 - Train Accuracy:  0.909, Validation Accuracy:  0.910, Loss:  0.059
Epoch  11 Batch  224/269 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.075
Epoch  11 Batch  225/269 - Train Accuracy:  0.903, Validation Accuracy:  0.914, Loss:  0.061
Epoch  11 Batch  226/269 - Train Accuracy:  0.911, Validation Accuracy:  0.916, Loss:  0.070
Epoch  11 Batch  227/269 - Train Accuracy:  0.917, Validation Accuracy:  0.905, Loss:  0.072
Epoch  11 Batch  228/269 - Train Accuracy:  0.904, Validation Accuracy:  0.910, Loss:  0.065
Epoch  11 Batch  229/269 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.067
Epoch  11 Batch  230/269 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.065
Epoch  11 Batch  231/269 - Train Accuracy:  0.905, Validation Accuracy:  0.910, Loss:  0.066
Epoch  11 Batch  232/269 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.062
Epoch  11 Batch  233/269 - Train Accuracy:  0.922, Validation Accuracy:  0.907, Loss:  0.070
Epoch  11 Batch  234/269 - Train Accuracy:  0.918, Validation Accuracy:  0.909, Loss:  0.065
Epoch  11 Batch  235/269 - Train Accuracy:  0.926, Validation Accuracy:  0.902, Loss:  0.057
Epoch  11 Batch  236/269 - Train Accuracy:  0.907, Validation Accuracy:  0.902, Loss:  0.062
Epoch  11 Batch  237/269 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.063
Epoch  11 Batch  238/269 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.065
Epoch  11 Batch  239/269 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.063
Epoch  11 Batch  240/269 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.059
Epoch  11 Batch  241/269 - Train Accuracy:  0.907, Validation Accuracy:  0.910, Loss:  0.074
Epoch  11 Batch  242/269 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.063
Epoch  11 Batch  243/269 - Train Accuracy:  0.923, Validation Accuracy:  0.905, Loss:  0.057
Epoch  11 Batch  244/269 - Train Accuracy:  0.912, Validation Accuracy:  0.905, Loss:  0.066
Epoch  11 Batch  245/269 - Train Accuracy:  0.891, Validation Accuracy:  0.911, Loss:  0.069
Epoch  11 Batch  246/269 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.068
Epoch  11 Batch  247/269 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.063
Epoch  11 Batch  248/269 - Train Accuracy:  0.910, Validation Accuracy:  0.905, Loss:  0.060
Epoch  11 Batch  249/269 - Train Accuracy:  0.917, Validation Accuracy:  0.911, Loss:  0.061
Epoch  11 Batch  250/269 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.061
Epoch  11 Batch  251/269 - Train Accuracy:  0.934, Validation Accuracy:  0.914, Loss:  0.060
Epoch  11 Batch  252/269 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.055
Epoch  11 Batch  253/269 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.067
Epoch  11 Batch  254/269 - Train Accuracy:  0.915, Validation Accuracy:  0.916, Loss:  0.061
Epoch  11 Batch  255/269 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.063
Epoch  11 Batch  256/269 - Train Accuracy:  0.896, Validation Accuracy:  0.914, Loss:  0.061
Epoch  11 Batch  257/269 - Train Accuracy:  0.898, Validation Accuracy:  0.905, Loss:  0.069
Epoch  11 Batch  258/269 - Train Accuracy:  0.906, Validation Accuracy:  0.903, Loss:  0.068
Epoch  11 Batch  259/269 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.062
Epoch  11 Batch  260/269 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.069
Epoch  11 Batch  261/269 - Train Accuracy:  0.906, Validation Accuracy:  0.915, Loss:  0.062
Epoch  11 Batch  262/269 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.064
Epoch  11 Batch  263/269 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.065
Epoch  11 Batch  264/269 - Train Accuracy:  0.891, Validation Accuracy:  0.923, Loss:  0.073
Epoch  11 Batch  265/269 - Train Accuracy:  0.906, Validation Accuracy:  0.916, Loss:  0.062
Epoch  11 Batch  266/269 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.060
Epoch  11 Batch  267/269 - Train Accuracy:  0.913, Validation Accuracy:  0.916, Loss:  0.073
Epoch  12 Batch    0/269 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.069
Epoch  12 Batch    1/269 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.062
Epoch  12 Batch    2/269 - Train Accuracy:  0.904, Validation Accuracy:  0.918, Loss:  0.065
Epoch  12 Batch    3/269 - Train Accuracy:  0.924, Validation Accuracy:  0.913, Loss:  0.063
Epoch  12 Batch    4/269 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.064
Epoch  12 Batch    5/269 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.061
Epoch  12 Batch    6/269 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.058
Epoch  12 Batch    7/269 - Train Accuracy:  0.910, Validation Accuracy:  0.914, Loss:  0.060
Epoch  12 Batch    8/269 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.066
Epoch  12 Batch    9/269 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.066
Epoch  12 Batch   10/269 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.057
Epoch  12 Batch   11/269 - Train Accuracy:  0.913, Validation Accuracy:  0.913, Loss:  0.068
Epoch  12 Batch   12/269 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.070
Epoch  12 Batch   13/269 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.054
Epoch  12 Batch   14/269 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.061
Epoch  12 Batch   15/269 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.052
Epoch  12 Batch   16/269 - Train Accuracy:  0.906, Validation Accuracy:  0.914, Loss:  0.067
Epoch  12 Batch   17/269 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.053
Epoch  12 Batch   18/269 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.062
Epoch  12 Batch   19/269 - Train Accuracy:  0.921, Validation Accuracy:  0.908, Loss:  0.052
Epoch  12 Batch   20/269 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.059
Epoch  12 Batch   21/269 - Train Accuracy:  0.901, Validation Accuracy:  0.920, Loss:  0.073
Epoch  12 Batch   22/269 - Train Accuracy:  0.918, Validation Accuracy:  0.923, Loss:  0.058
Epoch  12 Batch   23/269 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.064
Epoch  12 Batch   24/269 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.059
Epoch  12 Batch   25/269 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.064
Epoch  12 Batch   26/269 - Train Accuracy:  0.926, Validation Accuracy:  0.916, Loss:  0.054
Epoch  12 Batch   27/269 - Train Accuracy:  0.919, Validation Accuracy:  0.917, Loss:  0.059
Epoch  12 Batch   28/269 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.068
Epoch  12 Batch   29/269 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.064
Epoch  12 Batch   30/269 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.060
Epoch  12 Batch   31/269 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.061
Epoch  12 Batch   32/269 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.057
Epoch  12 Batch   33/269 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.057
Epoch  12 Batch   34/269 - Train Accuracy:  0.903, Validation Accuracy:  0.912, Loss:  0.058
Epoch  12 Batch   35/269 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.068
Epoch  12 Batch   36/269 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.063
Epoch  12 Batch   37/269 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.065
Epoch  12 Batch   38/269 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.060
Epoch  12 Batch   39/269 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.059
Epoch  12 Batch   40/269 - Train Accuracy:  0.894, Validation Accuracy:  0.907, Loss:  0.063
Epoch  12 Batch   41/269 - Train Accuracy:  0.901, Validation Accuracy:  0.914, Loss:  0.064
Epoch  12 Batch   42/269 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.056
Epoch  12 Batch   43/269 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.061
Epoch  12 Batch   44/269 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.061
Epoch  12 Batch   45/269 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.063
Epoch  12 Batch   46/269 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.057
Epoch  12 Batch   47/269 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.053
Epoch  12 Batch   48/269 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.057
Epoch  12 Batch   49/269 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.056
Epoch  12 Batch   50/269 - Train Accuracy:  0.901, Validation Accuracy:  0.911, Loss:  0.067
Epoch  12 Batch   51/269 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.061
Epoch  12 Batch   52/269 - Train Accuracy:  0.909, Validation Accuracy:  0.915, Loss:  0.052
Epoch  12 Batch   53/269 - Train Accuracy:  0.896, Validation Accuracy:  0.917, Loss:  0.065
Epoch  12 Batch   54/269 - Train Accuracy:  0.917, Validation Accuracy:  0.915, Loss:  0.056
Epoch  12 Batch   55/269 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.060
Epoch  12 Batch   56/269 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.061
Epoch  12 Batch   57/269 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.064
Epoch  12 Batch   58/269 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.061
Epoch  12 Batch   59/269 - Train Accuracy:  0.935, Validation Accuracy:  0.915, Loss:  0.049
Epoch  12 Batch   60/269 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.055
Epoch  12 Batch   61/269 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.056
Epoch  12 Batch   62/269 - Train Accuracy:  0.909, Validation Accuracy:  0.915, Loss:  0.063
Epoch  12 Batch   63/269 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.068
Epoch  12 Batch   64/269 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.055
Epoch  12 Batch   65/269 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.056
Epoch  12 Batch   66/269 - Train Accuracy:  0.904, Validation Accuracy:  0.916, Loss:  0.062
Epoch  12 Batch   67/269 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.065
Epoch  12 Batch   68/269 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.065
Epoch  12 Batch   69/269 - Train Accuracy:  0.903, Validation Accuracy:  0.912, Loss:  0.072
Epoch  12 Batch   70/269 - Train Accuracy:  0.920, Validation Accuracy:  0.916, Loss:  0.061
Epoch  12 Batch   71/269 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.068
Epoch  12 Batch   72/269 - Train Accuracy:  0.913, Validation Accuracy:  0.906, Loss:  0.064
Epoch  12 Batch   73/269 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.066
Epoch  12 Batch   74/269 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.060
Epoch  12 Batch   75/269 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.063
Epoch  12 Batch   76/269 - Train Accuracy:  0.908, Validation Accuracy:  0.913, Loss:  0.059
Epoch  12 Batch   77/269 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.059
Epoch  12 Batch   78/269 - Train Accuracy:  0.928, Validation Accuracy:  0.913, Loss:  0.059
Epoch  12 Batch   79/269 - Train Accuracy:  0.899, Validation Accuracy:  0.914, Loss:  0.060
Epoch  12 Batch   80/269 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.058
Epoch  12 Batch   81/269 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.066
Epoch  12 Batch   82/269 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.052
Epoch  12 Batch   83/269 - Train Accuracy:  0.906, Validation Accuracy:  0.911, Loss:  0.071
Epoch  12 Batch   84/269 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.059
Epoch  12 Batch   85/269 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.055
Epoch  12 Batch   86/269 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.054
Epoch  12 Batch   87/269 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.063
Epoch  12 Batch   88/269 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.059
Epoch  12 Batch   89/269 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.057
Epoch  12 Batch   90/269 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.062
Epoch  12 Batch   91/269 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.057
Epoch  12 Batch   92/269 - Train Accuracy:  0.931, Validation Accuracy:  0.917, Loss:  0.056
Epoch  12 Batch   93/269 - Train Accuracy:  0.922, Validation Accuracy:  0.910, Loss:  0.057
Epoch  12 Batch   94/269 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.067
Epoch  12 Batch   95/269 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.057
Epoch  12 Batch   96/269 - Train Accuracy:  0.899, Validation Accuracy:  0.914, Loss:  0.064
Epoch  12 Batch   97/269 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.060
Epoch  12 Batch   98/269 - Train Accuracy:  0.925, Validation Accuracy:  0.913, Loss:  0.059
Epoch  12 Batch   99/269 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.055
Epoch  12 Batch  100/269 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.060
Epoch  12 Batch  101/269 - Train Accuracy:  0.900, Validation Accuracy:  0.914, Loss:  0.069
Epoch  12 Batch  102/269 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.055
Epoch  12 Batch  103/269 - Train Accuracy:  0.915, Validation Accuracy:  0.914, Loss:  0.066
Epoch  12 Batch  104/269 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.057
Epoch  12 Batch  105/269 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.058
Epoch  12 Batch  106/269 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.054
Epoch  12 Batch  107/269 - Train Accuracy:  0.930, Validation Accuracy:  0.916, Loss:  0.058
Epoch  12 Batch  108/269 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.056
Epoch  12 Batch  109/269 - Train Accuracy:  0.896, Validation Accuracy:  0.913, Loss:  0.064
Epoch  12 Batch  110/269 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.057
Epoch  12 Batch  111/269 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.064
Epoch  12 Batch  112/269 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.063
Epoch  12 Batch  113/269 - Train Accuracy:  0.913, Validation Accuracy:  0.916, Loss:  0.058
Epoch  12 Batch  114/269 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.060
Epoch  12 Batch  115/269 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.061
Epoch  12 Batch  116/269 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.059
Epoch  12 Batch  117/269 - Train Accuracy:  0.907, Validation Accuracy:  0.924, Loss:  0.056
Epoch  12 Batch  118/269 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.052
Epoch  12 Batch  119/269 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.063
Epoch  12 Batch  120/269 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.059
Epoch  12 Batch  121/269 - Train Accuracy:  0.922, Validation Accuracy:  0.916, Loss:  0.053
Epoch  12 Batch  122/269 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.054
Epoch  12 Batch  123/269 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.058
Epoch  12 Batch  124/269 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.052
Epoch  12 Batch  125/269 - Train Accuracy:  0.922, Validation Accuracy:  0.907, Loss:  0.055
Epoch  12 Batch  126/269 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.056
Epoch  12 Batch  127/269 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.059
Epoch  12 Batch  128/269 - Train Accuracy:  0.921, Validation Accuracy:  0.908, Loss:  0.060
Epoch  12 Batch  129/269 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.061
Epoch  12 Batch  130/269 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.062
Epoch  12 Batch  131/269 - Train Accuracy:  0.909, Validation Accuracy:  0.916, Loss:  0.060
Epoch  12 Batch  132/269 - Train Accuracy:  0.891, Validation Accuracy:  0.919, Loss:  0.060
Epoch  12 Batch  133/269 - Train Accuracy:  0.935, Validation Accuracy:  0.916, Loss:  0.056
Epoch  12 Batch  134/269 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.060
Epoch  12 Batch  135/269 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.061
Epoch  12 Batch  136/269 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.065
Epoch  12 Batch  137/269 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.069
Epoch  12 Batch  138/269 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.055
Epoch  12 Batch  139/269 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.055
Epoch  12 Batch  140/269 - Train Accuracy:  0.911, Validation Accuracy:  0.913, Loss:  0.064
Epoch  12 Batch  141/269 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.063
Epoch  12 Batch  142/269 - Train Accuracy:  0.902, Validation Accuracy:  0.914, Loss:  0.060
Epoch  12 Batch  143/269 - Train Accuracy:  0.922, Validation Accuracy:  0.916, Loss:  0.055
Epoch  12 Batch  144/269 - Train Accuracy:  0.940, Validation Accuracy:  0.916, Loss:  0.047
Epoch  12 Batch  145/269 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.055
Epoch  12 Batch  146/269 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.057
Epoch  12 Batch  147/269 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.062
Epoch  12 Batch  148/269 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.057
Epoch  12 Batch  149/269 - Train Accuracy:  0.906, Validation Accuracy:  0.918, Loss:  0.066
Epoch  12 Batch  150/269 - Train Accuracy:  0.911, Validation Accuracy:  0.924, Loss:  0.060
Epoch  12 Batch  151/269 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.061
Epoch  12 Batch  152/269 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.060
Epoch  12 Batch  153/269 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.056
Epoch  12 Batch  154/269 - Train Accuracy:  0.931, Validation Accuracy:  0.918, Loss:  0.054
Epoch  12 Batch  155/269 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.054
Epoch  12 Batch  156/269 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.059
Epoch  12 Batch  157/269 - Train Accuracy:  0.903, Validation Accuracy:  0.917, Loss:  0.054
Epoch  12 Batch  158/269 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.056
Epoch  12 Batch  159/269 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.060
Epoch  12 Batch  160/269 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.058
Epoch  12 Batch  161/269 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.055
Epoch  12 Batch  162/269 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.054
Epoch  12 Batch  163/269 - Train Accuracy:  0.924, Validation Accuracy:  0.920, Loss:  0.058
Epoch  12 Batch  164/269 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.054
Epoch  12 Batch  165/269 - Train Accuracy:  0.917, Validation Accuracy:  0.919, Loss:  0.053
Epoch  12 Batch  166/269 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.056
Epoch  12 Batch  167/269 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.056
Epoch  12 Batch  168/269 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.058
Epoch  12 Batch  169/269 - Train Accuracy:  0.913, Validation Accuracy:  0.922, Loss:  0.055
Epoch  12 Batch  170/269 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.052
Epoch  12 Batch  171/269 - Train Accuracy:  0.935, Validation Accuracy:  0.923, Loss:  0.056
Epoch  12 Batch  172/269 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.066
Epoch  12 Batch  173/269 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.053
Epoch  12 Batch  174/269 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.059
Epoch  12 Batch  175/269 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.067
Epoch  12 Batch  176/269 - Train Accuracy:  0.898, Validation Accuracy:  0.919, Loss:  0.064
Epoch  12 Batch  177/269 - Train Accuracy:  0.929, Validation Accuracy:  0.917, Loss:  0.054
Epoch  12 Batch  178/269 - Train Accuracy:  0.924, Validation Accuracy:  0.914, Loss:  0.053
Epoch  12 Batch  179/269 - Train Accuracy:  0.915, Validation Accuracy:  0.923, Loss:  0.055
Epoch  12 Batch  180/269 - Train Accuracy:  0.929, Validation Accuracy:  0.922, Loss:  0.051
Epoch  12 Batch  181/269 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.061
Epoch  12 Batch  182/269 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.054
Epoch  12 Batch  183/269 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.045
Epoch  12 Batch  184/269 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.056
Epoch  12 Batch  185/269 - Train Accuracy:  0.935, Validation Accuracy:  0.926, Loss:  0.054
Epoch  12 Batch  186/269 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.052
Epoch  12 Batch  187/269 - Train Accuracy:  0.929, Validation Accuracy:  0.918, Loss:  0.051
Epoch  12 Batch  188/269 - Train Accuracy:  0.932, Validation Accuracy:  0.923, Loss:  0.052
Epoch  12 Batch  189/269 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.050
Epoch  12 Batch  190/269 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.054
Epoch  12 Batch  191/269 - Train Accuracy:  0.912, Validation Accuracy:  0.927, Loss:  0.054
Epoch  12 Batch  192/269 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.055
Epoch  12 Batch  193/269 - Train Accuracy:  0.923, Validation Accuracy:  0.921, Loss:  0.053
Epoch  12 Batch  194/269 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.054
Epoch  12 Batch  195/269 - Train Accuracy:  0.905, Validation Accuracy:  0.922, Loss:  0.056
Epoch  12 Batch  196/269 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.053
Epoch  12 Batch  197/269 - Train Accuracy:  0.905, Validation Accuracy:  0.920, Loss:  0.056
Epoch  12 Batch  198/269 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.056
Epoch  12 Batch  199/269 - Train Accuracy:  0.908, Validation Accuracy:  0.910, Loss:  0.061
Epoch  12 Batch  200/269 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.055
Epoch  12 Batch  201/269 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.057
Epoch  12 Batch  202/269 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.053
Epoch  12 Batch  203/269 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.059
Epoch  12 Batch  204/269 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.058
Epoch  12 Batch  205/269 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.054
Epoch  12 Batch  206/269 - Train Accuracy:  0.914, Validation Accuracy:  0.916, Loss:  0.061
Epoch  12 Batch  207/269 - Train Accuracy:  0.917, Validation Accuracy:  0.923, Loss:  0.054
Epoch  12 Batch  208/269 - Train Accuracy:  0.924, Validation Accuracy:  0.921, Loss:  0.057
Epoch  12 Batch  209/269 - Train Accuracy:  0.936, Validation Accuracy:  0.914, Loss:  0.053
Epoch  12 Batch  210/269 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.052
Epoch  12 Batch  211/269 - Train Accuracy:  0.932, Validation Accuracy:  0.919, Loss:  0.058
Epoch  12 Batch  212/269 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.060
Epoch  12 Batch  213/269 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.053
Epoch  12 Batch  214/269 - Train Accuracy:  0.922, Validation Accuracy:  0.912, Loss:  0.055
Epoch  12 Batch  215/269 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.054
Epoch  12 Batch  216/269 - Train Accuracy:  0.898, Validation Accuracy:  0.920, Loss:  0.070
Epoch  12 Batch  217/269 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.059
Epoch  12 Batch  218/269 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.054
Epoch  12 Batch  219/269 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.055
Epoch  12 Batch  220/269 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.057
Epoch  12 Batch  221/269 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.054
Epoch  12 Batch  222/269 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.052
Epoch  12 Batch  223/269 - Train Accuracy:  0.915, Validation Accuracy:  0.921, Loss:  0.050
Epoch  12 Batch  224/269 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.064
Epoch  12 Batch  225/269 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.054
Epoch  12 Batch  226/269 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.060
Epoch  12 Batch  227/269 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.064
Epoch  12 Batch  228/269 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.054
Epoch  12 Batch  229/269 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.054
Epoch  12 Batch  230/269 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.055
Epoch  12 Batch  231/269 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.054
Epoch  12 Batch  232/269 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.050
Epoch  12 Batch  233/269 - Train Accuracy:  0.928, Validation Accuracy:  0.922, Loss:  0.060
Epoch  12 Batch  234/269 - Train Accuracy:  0.926, Validation Accuracy:  0.923, Loss:  0.051
Epoch  12 Batch  235/269 - Train Accuracy:  0.939, Validation Accuracy:  0.925, Loss:  0.048
Epoch  12 Batch  236/269 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.052
Epoch  12 Batch  237/269 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.055
Epoch  12 Batch  238/269 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.055
Epoch  12 Batch  239/269 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.053
Epoch  12 Batch  240/269 - Train Accuracy:  0.935, Validation Accuracy:  0.922, Loss:  0.051
Epoch  12 Batch  241/269 - Train Accuracy:  0.911, Validation Accuracy:  0.916, Loss:  0.063
Epoch  12 Batch  242/269 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.054
Epoch  12 Batch  243/269 - Train Accuracy:  0.939, Validation Accuracy:  0.919, Loss:  0.048
Epoch  12 Batch  244/269 - Train Accuracy:  0.909, Validation Accuracy:  0.915, Loss:  0.057
Epoch  12 Batch  245/269 - Train Accuracy:  0.906, Validation Accuracy:  0.917, Loss:  0.059
Epoch  12 Batch  246/269 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.059
Epoch  12 Batch  247/269 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.054
Epoch  12 Batch  248/269 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.051
Epoch  12 Batch  249/269 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.051
Epoch  12 Batch  250/269 - Train Accuracy:  0.936, Validation Accuracy:  0.916, Loss:  0.050
Epoch  12 Batch  251/269 - Train Accuracy:  0.940, Validation Accuracy:  0.923, Loss:  0.050
Epoch  12 Batch  252/269 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.044
Epoch  12 Batch  253/269 - Train Accuracy:  0.910, Validation Accuracy:  0.920, Loss:  0.057
Epoch  12 Batch  254/269 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.051
Epoch  12 Batch  255/269 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.054
Epoch  12 Batch  256/269 - Train Accuracy:  0.911, Validation Accuracy:  0.925, Loss:  0.051
Epoch  12 Batch  257/269 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.059
Epoch  12 Batch  258/269 - Train Accuracy:  0.917, Validation Accuracy:  0.912, Loss:  0.056
Epoch  12 Batch  259/269 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.053
Epoch  12 Batch  260/269 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.057
Epoch  12 Batch  261/269 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.052
Epoch  12 Batch  262/269 - Train Accuracy:  0.919, Validation Accuracy:  0.926, Loss:  0.054
Epoch  12 Batch  263/269 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.055
Epoch  12 Batch  264/269 - Train Accuracy:  0.904, Validation Accuracy:  0.931, Loss:  0.060
Epoch  12 Batch  265/269 - Train Accuracy:  0.915, Validation Accuracy:  0.928, Loss:  0.053
Epoch  12 Batch  266/269 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.049
Epoch  12 Batch  267/269 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.060
Epoch  13 Batch    0/269 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.060
Epoch  13 Batch    1/269 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.053
Epoch  13 Batch    2/269 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.056
Epoch  13 Batch    3/269 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.054
Epoch  13 Batch    4/269 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.054
Epoch  13 Batch    5/269 - Train Accuracy:  0.934, Validation Accuracy:  0.919, Loss:  0.054
Epoch  13 Batch    6/269 - Train Accuracy:  0.919, Validation Accuracy:  0.917, Loss:  0.048
Epoch  13 Batch    7/269 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.051
Epoch  13 Batch    8/269 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.057
Epoch  13 Batch    9/269 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.055
Epoch  13 Batch   10/269 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.047
Epoch  13 Batch   11/269 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.058
Epoch  13 Batch   12/269 - Train Accuracy:  0.914, Validation Accuracy:  0.922, Loss:  0.060
Epoch  13 Batch   13/269 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.047
Epoch  13 Batch   14/269 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.052
Epoch  13 Batch   15/269 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.044
Epoch  13 Batch   16/269 - Train Accuracy:  0.918, Validation Accuracy:  0.923, Loss:  0.058
Epoch  13 Batch   17/269 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.044
Epoch  13 Batch   18/269 - Train Accuracy:  0.916, Validation Accuracy:  0.921, Loss:  0.053
Epoch  13 Batch   19/269 - Train Accuracy:  0.929, Validation Accuracy:  0.913, Loss:  0.044
Epoch  13 Batch   20/269 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.050
Epoch  13 Batch   21/269 - Train Accuracy:  0.910, Validation Accuracy:  0.924, Loss:  0.063
Epoch  13 Batch   22/269 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.049
Epoch  13 Batch   23/269 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.056
Epoch  13 Batch   24/269 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.049
Epoch  13 Batch   25/269 - Train Accuracy:  0.914, Validation Accuracy:  0.923, Loss:  0.055
Epoch  13 Batch   26/269 - Train Accuracy:  0.930, Validation Accuracy:  0.921, Loss:  0.046
Epoch  13 Batch   27/269 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.048
Epoch  13 Batch   28/269 - Train Accuracy:  0.908, Validation Accuracy:  0.924, Loss:  0.058
Epoch  13 Batch   29/269 - Train Accuracy:  0.921, Validation Accuracy:  0.921, Loss:  0.054
Epoch  13 Batch   30/269 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.049
Epoch  13 Batch   31/269 - Train Accuracy:  0.929, Validation Accuracy:  0.916, Loss:  0.051
Epoch  13 Batch   32/269 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.047
Epoch  13 Batch   33/269 - Train Accuracy:  0.930, Validation Accuracy:  0.916, Loss:  0.046
Epoch  13 Batch   34/269 - Train Accuracy:  0.913, Validation Accuracy:  0.917, Loss:  0.049
Epoch  13 Batch   35/269 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.058
Epoch  13 Batch   36/269 - Train Accuracy:  0.913, Validation Accuracy:  0.928, Loss:  0.053
Epoch  13 Batch   37/269 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.055
Epoch  13 Batch   38/269 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.051
Epoch  13 Batch   39/269 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.050
Epoch  13 Batch   40/269 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.056
Epoch  13 Batch   41/269 - Train Accuracy:  0.907, Validation Accuracy:  0.916, Loss:  0.055
Epoch  13 Batch   42/269 - Train Accuracy:  0.931, Validation Accuracy:  0.925, Loss:  0.049
Epoch  13 Batch   43/269 - Train Accuracy:  0.928, Validation Accuracy:  0.922, Loss:  0.052
Epoch  13 Batch   44/269 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.053
Epoch  13 Batch   45/269 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.054
Epoch  13 Batch   46/269 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.048
Epoch  13 Batch   47/269 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.046
Epoch  13 Batch   48/269 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.048
Epoch  13 Batch   49/269 - Train Accuracy:  0.926, Validation Accuracy:  0.923, Loss:  0.049
Epoch  13 Batch   50/269 - Train Accuracy:  0.906, Validation Accuracy:  0.924, Loss:  0.060
Epoch  13 Batch   51/269 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.051
Epoch  13 Batch   52/269 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.046
Epoch  13 Batch   53/269 - Train Accuracy:  0.899, Validation Accuracy:  0.917, Loss:  0.056
Epoch  13 Batch   54/269 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.049
Epoch  13 Batch   55/269 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.052
Epoch  13 Batch   56/269 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.052
Epoch  13 Batch   57/269 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.056
Epoch  13 Batch   58/269 - Train Accuracy:  0.929, Validation Accuracy:  0.917, Loss:  0.052
Epoch  13 Batch   59/269 - Train Accuracy:  0.942, Validation Accuracy:  0.923, Loss:  0.041
Epoch  13 Batch   60/269 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.047
Epoch  13 Batch   61/269 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.048
Epoch  13 Batch   62/269 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.054
Epoch  13 Batch   63/269 - Train Accuracy:  0.915, Validation Accuracy:  0.929, Loss:  0.059
Epoch  13 Batch   64/269 - Train Accuracy:  0.925, Validation Accuracy:  0.927, Loss:  0.047
Epoch  13 Batch   65/269 - Train Accuracy:  0.926, Validation Accuracy:  0.923, Loss:  0.048
Epoch  13 Batch   66/269 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.053
Epoch  13 Batch   67/269 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.058
Epoch  13 Batch   68/269 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.056
Epoch  13 Batch   69/269 - Train Accuracy:  0.903, Validation Accuracy:  0.924, Loss:  0.063
Epoch  13 Batch   70/269 - Train Accuracy:  0.936, Validation Accuracy:  0.922, Loss:  0.053
Epoch  13 Batch   71/269 - Train Accuracy:  0.929, Validation Accuracy:  0.917, Loss:  0.057
Epoch  13 Batch   72/269 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.055
Epoch  13 Batch   73/269 - Train Accuracy:  0.917, Validation Accuracy:  0.915, Loss:  0.057
Epoch  13 Batch   74/269 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.051
Epoch  13 Batch   75/269 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.055
Epoch  13 Batch   76/269 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.049
Epoch  13 Batch   77/269 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.050
Epoch  13 Batch   78/269 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.051
Epoch  13 Batch   79/269 - Train Accuracy:  0.912, Validation Accuracy:  0.929, Loss:  0.052
Epoch  13 Batch   80/269 - Train Accuracy:  0.924, Validation Accuracy:  0.922, Loss:  0.049
Epoch  13 Batch   81/269 - Train Accuracy:  0.922, Validation Accuracy:  0.919, Loss:  0.056
Epoch  13 Batch   82/269 - Train Accuracy:  0.935, Validation Accuracy:  0.918, Loss:  0.045
Epoch  13 Batch   83/269 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.062
Epoch  13 Batch   84/269 - Train Accuracy:  0.919, Validation Accuracy:  0.923, Loss:  0.050
Epoch  13 Batch   85/269 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.048
Epoch  13 Batch   86/269 - Train Accuracy:  0.921, Validation Accuracy:  0.921, Loss:  0.045
Epoch  13 Batch   87/269 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.055
Epoch  13 Batch   88/269 - Train Accuracy:  0.916, Validation Accuracy:  0.921, Loss:  0.052
Epoch  13 Batch   89/269 - Train Accuracy:  0.938, Validation Accuracy:  0.919, Loss:  0.048
Epoch  13 Batch   90/269 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.055
Epoch  13 Batch   91/269 - Train Accuracy:  0.926, Validation Accuracy:  0.926, Loss:  0.049
Epoch  13 Batch   92/269 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.049
Epoch  13 Batch   93/269 - Train Accuracy:  0.933, Validation Accuracy:  0.915, Loss:  0.048
Epoch  13 Batch   94/269 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.058
Epoch  13 Batch   95/269 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.051
Epoch  13 Batch   96/269 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.056
Epoch  13 Batch   97/269 - Train Accuracy:  0.931, Validation Accuracy:  0.917, Loss:  0.053
Epoch  13 Batch   98/269 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.053
Epoch  13 Batch   99/269 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.048
Epoch  13 Batch  100/269 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.053
Epoch  13 Batch  101/269 - Train Accuracy:  0.908, Validation Accuracy:  0.921, Loss:  0.061
Epoch  13 Batch  102/269 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.048
Epoch  13 Batch  103/269 - Train Accuracy:  0.917, Validation Accuracy:  0.927, Loss:  0.060
Epoch  13 Batch  104/269 - Train Accuracy:  0.931, Validation Accuracy:  0.926, Loss:  0.050
Epoch  13 Batch  105/269 - Train Accuracy:  0.927, Validation Accuracy:  0.933, Loss:  0.052
Epoch  13 Batch  106/269 - Train Accuracy:  0.924, Validation Accuracy:  0.928, Loss:  0.046
Epoch  13 Batch  107/269 - Train Accuracy:  0.940, Validation Accuracy:  0.918, Loss:  0.054
Epoch  13 Batch  108/269 - Train Accuracy:  0.930, Validation Accuracy:  0.919, Loss:  0.053
Epoch  13 Batch  109/269 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.058
Epoch  13 Batch  110/269 - Train Accuracy:  0.917, Validation Accuracy:  0.921, Loss:  0.050
Epoch  13 Batch  111/269 - Train Accuracy:  0.922, Validation Accuracy:  0.926, Loss:  0.058
Epoch  13 Batch  112/269 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.055
Epoch  13 Batch  113/269 - Train Accuracy:  0.921, Validation Accuracy:  0.924, Loss:  0.052
Epoch  13 Batch  114/269 - Train Accuracy:  0.922, Validation Accuracy:  0.924, Loss:  0.052
Epoch  13 Batch  115/269 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.054
Epoch  13 Batch  116/269 - Train Accuracy:  0.930, Validation Accuracy:  0.927, Loss:  0.052
Epoch  13 Batch  117/269 - Train Accuracy:  0.919, Validation Accuracy:  0.929, Loss:  0.050
Epoch  13 Batch  118/269 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.045
Epoch  13 Batch  119/269 - Train Accuracy:  0.926, Validation Accuracy:  0.928, Loss:  0.056
Epoch  13 Batch  120/269 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.051
Epoch  13 Batch  121/269 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.048
Epoch  13 Batch  122/269 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.048
Epoch  13 Batch  123/269 - Train Accuracy:  0.908, Validation Accuracy:  0.916, Loss:  0.053
Epoch  13 Batch  124/269 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.049
Epoch  13 Batch  125/269 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.048
Epoch  13 Batch  126/269 - Train Accuracy:  0.900, Validation Accuracy:  0.924, Loss:  0.052
Epoch  13 Batch  127/269 - Train Accuracy:  0.919, Validation Accuracy:  0.925, Loss:  0.053
Epoch  13 Batch  128/269 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.052
Epoch  13 Batch  129/269 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.054
Epoch  13 Batch  130/269 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.055
Epoch  13 Batch  131/269 - Train Accuracy:  0.912, Validation Accuracy:  0.926, Loss:  0.051
Epoch  13 Batch  132/269 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.053
Epoch  13 Batch  133/269 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.049
Epoch  13 Batch  134/269 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.050
Epoch  13 Batch  135/269 - Train Accuracy:  0.917, Validation Accuracy:  0.915, Loss:  0.053
Epoch  13 Batch  136/269 - Train Accuracy:  0.907, Validation Accuracy:  0.916, Loss:  0.056
Epoch  13 Batch  137/269 - Train Accuracy:  0.915, Validation Accuracy:  0.924, Loss:  0.061
Epoch  13 Batch  138/269 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.048
Epoch  13 Batch  139/269 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.048
Epoch  13 Batch  140/269 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.055
Epoch  13 Batch  141/269 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.056
Epoch  13 Batch  142/269 - Train Accuracy:  0.918, Validation Accuracy:  0.923, Loss:  0.053
Epoch  13 Batch  143/269 - Train Accuracy:  0.940, Validation Accuracy:  0.921, Loss:  0.045
Epoch  13 Batch  144/269 - Train Accuracy:  0.949, Validation Accuracy:  0.927, Loss:  0.041
Epoch  13 Batch  145/269 - Train Accuracy:  0.933, Validation Accuracy:  0.926, Loss:  0.046
Epoch  13 Batch  146/269 - Train Accuracy:  0.922, Validation Accuracy:  0.929, Loss:  0.048
Epoch  13 Batch  147/269 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.054
Epoch  13 Batch  148/269 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.049
Epoch  13 Batch  149/269 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.057
Epoch  13 Batch  150/269 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.055
Epoch  13 Batch  151/269 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.052
Epoch  13 Batch  152/269 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.051
Epoch  13 Batch  153/269 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.049
Epoch  13 Batch  154/269 - Train Accuracy:  0.932, Validation Accuracy:  0.933, Loss:  0.047
Epoch  13 Batch  155/269 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.047
Epoch  13 Batch  156/269 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.051
Epoch  13 Batch  157/269 - Train Accuracy:  0.908, Validation Accuracy:  0.922, Loss:  0.046
Epoch  13 Batch  158/269 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.048
Epoch  13 Batch  159/269 - Train Accuracy:  0.921, Validation Accuracy:  0.931, Loss:  0.051
Epoch  13 Batch  160/269 - Train Accuracy:  0.924, Validation Accuracy:  0.934, Loss:  0.049
Epoch  13 Batch  161/269 - Train Accuracy:  0.937, Validation Accuracy:  0.926, Loss:  0.048
Epoch  13 Batch  162/269 - Train Accuracy:  0.933, Validation Accuracy:  0.930, Loss:  0.048
Epoch  13 Batch  163/269 - Train Accuracy:  0.929, Validation Accuracy:  0.930, Loss:  0.050
Epoch  13 Batch  164/269 - Train Accuracy:  0.931, Validation Accuracy:  0.926, Loss:  0.047
Epoch  13 Batch  165/269 - Train Accuracy:  0.929, Validation Accuracy:  0.930, Loss:  0.046
Epoch  13 Batch  166/269 - Train Accuracy:  0.928, Validation Accuracy:  0.914, Loss:  0.049
Epoch  13 Batch  167/269 - Train Accuracy:  0.929, Validation Accuracy:  0.916, Loss:  0.048
Epoch  13 Batch  168/269 - Train Accuracy:  0.922, Validation Accuracy:  0.926, Loss:  0.050
Epoch  13 Batch  169/269 - Train Accuracy:  0.915, Validation Accuracy:  0.929, Loss:  0.048
Epoch  13 Batch  170/269 - Train Accuracy:  0.928, Validation Accuracy:  0.930, Loss:  0.046
Epoch  13 Batch  171/269 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.049
Epoch  13 Batch  172/269 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.057
Epoch  13 Batch  173/269 - Train Accuracy:  0.931, Validation Accuracy:  0.929, Loss:  0.046
Epoch  13 Batch  174/269 - Train Accuracy:  0.935, Validation Accuracy:  0.931, Loss:  0.050
Epoch  13 Batch  175/269 - Train Accuracy:  0.923, Validation Accuracy:  0.930, Loss:  0.061
Epoch  13 Batch  176/269 - Train Accuracy:  0.913, Validation Accuracy:  0.922, Loss:  0.056
Epoch  13 Batch  177/269 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.048
Epoch  13 Batch  178/269 - Train Accuracy:  0.938, Validation Accuracy:  0.929, Loss:  0.044
Epoch  13 Batch  179/269 - Train Accuracy:  0.925, Validation Accuracy:  0.927, Loss:  0.049
Epoch  13 Batch  180/269 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.044
Epoch  13 Batch  181/269 - Train Accuracy:  0.934, Validation Accuracy:  0.932, Loss:  0.053
Epoch  13 Batch  182/269 - Train Accuracy:  0.927, Validation Accuracy:  0.931, Loss:  0.047
Epoch  13 Batch  183/269 - Train Accuracy:  0.930, Validation Accuracy:  0.929, Loss:  0.038
Epoch  13 Batch  184/269 - Train Accuracy:  0.927, Validation Accuracy:  0.928, Loss:  0.047
Epoch  13 Batch  185/269 - Train Accuracy:  0.949, Validation Accuracy:  0.932, Loss:  0.047
Epoch  13 Batch  186/269 - Train Accuracy:  0.925, Validation Accuracy:  0.932, Loss:  0.043
Epoch  13 Batch  187/269 - Train Accuracy:  0.934, Validation Accuracy:  0.927, Loss:  0.045
Epoch  13 Batch  188/269 - Train Accuracy:  0.939, Validation Accuracy:  0.928, Loss:  0.044
Epoch  13 Batch  189/269 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.043
Epoch  13 Batch  190/269 - Train Accuracy:  0.929, Validation Accuracy:  0.922, Loss:  0.048
Epoch  13 Batch  191/269 - Train Accuracy:  0.919, Validation Accuracy:  0.928, Loss:  0.047
Epoch  13 Batch  192/269 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.047
Epoch  13 Batch  193/269 - Train Accuracy:  0.926, Validation Accuracy:  0.923, Loss:  0.045
Epoch  13 Batch  194/269 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.047
Epoch  13 Batch  195/269 - Train Accuracy:  0.914, Validation Accuracy:  0.927, Loss:  0.049
Epoch  13 Batch  196/269 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.046
Epoch  13 Batch  197/269 - Train Accuracy:  0.910, Validation Accuracy:  0.928, Loss:  0.050
Epoch  13 Batch  198/269 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.049
Epoch  13 Batch  199/269 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.053
Epoch  13 Batch  200/269 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.048
Epoch  13 Batch  201/269 - Train Accuracy:  0.926, Validation Accuracy:  0.933, Loss:  0.049
Epoch  13 Batch  202/269 - Train Accuracy:  0.930, Validation Accuracy:  0.930, Loss:  0.046
Epoch  13 Batch  203/269 - Train Accuracy:  0.939, Validation Accuracy:  0.926, Loss:  0.052
Epoch  13 Batch  204/269 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.049
Epoch  13 Batch  205/269 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.049
Epoch  13 Batch  206/269 - Train Accuracy:  0.912, Validation Accuracy:  0.929, Loss:  0.054
Epoch  13 Batch  207/269 - Train Accuracy:  0.920, Validation Accuracy:  0.929, Loss:  0.046
Epoch  13 Batch  208/269 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.050
Epoch  13 Batch  209/269 - Train Accuracy:  0.939, Validation Accuracy:  0.925, Loss:  0.046
Epoch  13 Batch  210/269 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.045
Epoch  13 Batch  211/269 - Train Accuracy:  0.937, Validation Accuracy:  0.921, Loss:  0.050
Epoch  13 Batch  212/269 - Train Accuracy:  0.935, Validation Accuracy:  0.923, Loss:  0.053
Epoch  13 Batch  213/269 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.045
Epoch  13 Batch  214/269 - Train Accuracy:  0.930, Validation Accuracy:  0.927, Loss:  0.049
Epoch  13 Batch  215/269 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.047
Epoch  13 Batch  216/269 - Train Accuracy:  0.903, Validation Accuracy:  0.923, Loss:  0.062
Epoch  13 Batch  217/269 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.052
Epoch  13 Batch  218/269 - Train Accuracy:  0.937, Validation Accuracy:  0.925, Loss:  0.046
Epoch  13 Batch  219/269 - Train Accuracy:  0.928, Validation Accuracy:  0.925, Loss:  0.049
Epoch  13 Batch  220/269 - Train Accuracy:  0.920, Validation Accuracy:  0.924, Loss:  0.049
Epoch  13 Batch  221/269 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.048
Epoch  13 Batch  222/269 - Train Accuracy:  0.940, Validation Accuracy:  0.919, Loss:  0.042
Epoch  13 Batch  223/269 - Train Accuracy:  0.922, Validation Accuracy:  0.928, Loss:  0.044
Epoch  13 Batch  224/269 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.055
Epoch  13 Batch  225/269 - Train Accuracy:  0.919, Validation Accuracy:  0.931, Loss:  0.046
Epoch  13 Batch  226/269 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.051
Epoch  13 Batch  227/269 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.058
Epoch  13 Batch  228/269 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.044
Epoch  13 Batch  229/269 - Train Accuracy:  0.920, Validation Accuracy:  0.927, Loss:  0.048
Epoch  13 Batch  230/269 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.046
Epoch  13 Batch  231/269 - Train Accuracy:  0.919, Validation Accuracy:  0.928, Loss:  0.048
Epoch  13 Batch  232/269 - Train Accuracy:  0.930, Validation Accuracy:  0.927, Loss:  0.043
Epoch  13 Batch  233/269 - Train Accuracy:  0.933, Validation Accuracy:  0.923, Loss:  0.053
Epoch  13 Batch  234/269 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.046
Epoch  13 Batch  235/269 - Train Accuracy:  0.946, Validation Accuracy:  0.927, Loss:  0.041
Epoch  13 Batch  236/269 - Train Accuracy:  0.928, Validation Accuracy:  0.921, Loss:  0.043
Epoch  13 Batch  237/269 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.046
Epoch  13 Batch  238/269 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.046
Epoch  13 Batch  239/269 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.045
Epoch  13 Batch  240/269 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.043
Epoch  13 Batch  241/269 - Train Accuracy:  0.913, Validation Accuracy:  0.928, Loss:  0.054
Epoch  13 Batch  242/269 - Train Accuracy:  0.931, Validation Accuracy:  0.929, Loss:  0.047
Epoch  13 Batch  243/269 - Train Accuracy:  0.945, Validation Accuracy:  0.927, Loss:  0.040
Epoch  13 Batch  244/269 - Train Accuracy:  0.923, Validation Accuracy:  0.930, Loss:  0.049
Epoch  13 Batch  245/269 - Train Accuracy:  0.914, Validation Accuracy:  0.930, Loss:  0.049
Epoch  13 Batch  246/269 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.050
Epoch  13 Batch  247/269 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.044
Epoch  13 Batch  248/269 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.043
Epoch  13 Batch  249/269 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.044
Epoch  13 Batch  250/269 - Train Accuracy:  0.931, Validation Accuracy:  0.924, Loss:  0.044
Epoch  13 Batch  251/269 - Train Accuracy:  0.941, Validation Accuracy:  0.925, Loss:  0.041
Epoch  13 Batch  252/269 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.038
Epoch  13 Batch  253/269 - Train Accuracy:  0.914, Validation Accuracy:  0.931, Loss:  0.050
Epoch  13 Batch  254/269 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.045
Epoch  13 Batch  255/269 - Train Accuracy:  0.931, Validation Accuracy:  0.931, Loss:  0.048
Epoch  13 Batch  256/269 - Train Accuracy:  0.918, Validation Accuracy:  0.930, Loss:  0.044
Epoch  13 Batch  257/269 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.051
Epoch  13 Batch  258/269 - Train Accuracy:  0.924, Validation Accuracy:  0.920, Loss:  0.049
Epoch  13 Batch  259/269 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.046
Epoch  13 Batch  260/269 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.051
Epoch  13 Batch  261/269 - Train Accuracy:  0.930, Validation Accuracy:  0.933, Loss:  0.046
Epoch  13 Batch  262/269 - Train Accuracy:  0.924, Validation Accuracy:  0.927, Loss:  0.048
Epoch  13 Batch  263/269 - Train Accuracy:  0.926, Validation Accuracy:  0.933, Loss:  0.049
Epoch  13 Batch  264/269 - Train Accuracy:  0.908, Validation Accuracy:  0.931, Loss:  0.051
Epoch  13 Batch  265/269 - Train Accuracy:  0.922, Validation Accuracy:  0.933, Loss:  0.048
Epoch  13 Batch  266/269 - Train Accuracy:  0.930, Validation Accuracy:  0.929, Loss:  0.043
Epoch  13 Batch  267/269 - Train Accuracy:  0.935, Validation Accuracy:  0.929, Loss:  0.051
Epoch  14 Batch    0/269 - Train Accuracy:  0.930, Validation Accuracy:  0.933, Loss:  0.053
Epoch  14 Batch    1/269 - Train Accuracy:  0.927, Validation Accuracy:  0.933, Loss:  0.045
Epoch  14 Batch    2/269 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.049
Epoch  14 Batch    3/269 - Train Accuracy:  0.933, Validation Accuracy:  0.926, Loss:  0.045
Epoch  14 Batch    4/269 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.048
Epoch  14 Batch    5/269 - Train Accuracy:  0.935, Validation Accuracy:  0.924, Loss:  0.046
Epoch  14 Batch    6/269 - Train Accuracy:  0.926, Validation Accuracy:  0.926, Loss:  0.042
Epoch  14 Batch    7/269 - Train Accuracy:  0.926, Validation Accuracy:  0.927, Loss:  0.043
Epoch  14 Batch    8/269 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.050
Epoch  14 Batch    9/269 - Train Accuracy:  0.921, Validation Accuracy:  0.933, Loss:  0.048
Epoch  14 Batch   10/269 - Train Accuracy:  0.924, Validation Accuracy:  0.932, Loss:  0.041
Epoch  14 Batch   11/269 - Train Accuracy:  0.930, Validation Accuracy:  0.931, Loss:  0.052
Epoch  14 Batch   12/269 - Train Accuracy:  0.918, Validation Accuracy:  0.933, Loss:  0.052
Epoch  14 Batch   13/269 - Train Accuracy:  0.929, Validation Accuracy:  0.935, Loss:  0.040
Epoch  14 Batch   14/269 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.044
Epoch  14 Batch   15/269 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.037
Epoch  14 Batch   16/269 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.050
Epoch  14 Batch   17/269 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.038
Epoch  14 Batch   18/269 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.046
Epoch  14 Batch   19/269 - Train Accuracy:  0.935, Validation Accuracy:  0.927, Loss:  0.037
Epoch  14 Batch   20/269 - Train Accuracy:  0.941, Validation Accuracy:  0.932, Loss:  0.043
Epoch  14 Batch   21/269 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.056
Epoch  14 Batch   22/269 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.042
Epoch  14 Batch   23/269 - Train Accuracy:  0.931, Validation Accuracy:  0.928, Loss:  0.047
Epoch  14 Batch   24/269 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.042
Epoch  14 Batch   25/269 - Train Accuracy:  0.923, Validation Accuracy:  0.927, Loss:  0.048
Epoch  14 Batch   26/269 - Train Accuracy:  0.935, Validation Accuracy:  0.934, Loss:  0.040
Epoch  14 Batch   27/269 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.041
Epoch  14 Batch   28/269 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.050
Epoch  14 Batch   29/269 - Train Accuracy:  0.926, Validation Accuracy:  0.926, Loss:  0.046
Epoch  14 Batch   30/269 - Train Accuracy:  0.929, Validation Accuracy:  0.923, Loss:  0.044
Epoch  14 Batch   31/269 - Train Accuracy:  0.935, Validation Accuracy:  0.927, Loss:  0.045
Epoch  14 Batch   32/269 - Train Accuracy:  0.937, Validation Accuracy:  0.927, Loss:  0.041
Epoch  14 Batch   33/269 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.039
Epoch  14 Batch   34/269 - Train Accuracy:  0.924, Validation Accuracy:  0.927, Loss:  0.043
Epoch  14 Batch   35/269 - Train Accuracy:  0.931, Validation Accuracy:  0.935, Loss:  0.050
Epoch  14 Batch   36/269 - Train Accuracy:  0.923, Validation Accuracy:  0.935, Loss:  0.047
Epoch  14 Batch   37/269 - Train Accuracy:  0.934, Validation Accuracy:  0.929, Loss:  0.047
Epoch  14 Batch   38/269 - Train Accuracy:  0.932, Validation Accuracy:  0.936, Loss:  0.044
Epoch  14 Batch   39/269 - Train Accuracy:  0.933, Validation Accuracy:  0.940, Loss:  0.044
Epoch  14 Batch   40/269 - Train Accuracy:  0.923, Validation Accuracy:  0.936, Loss:  0.049
Epoch  14 Batch   41/269 - Train Accuracy:  0.907, Validation Accuracy:  0.922, Loss:  0.048
Epoch  14 Batch   42/269 - Train Accuracy:  0.935, Validation Accuracy:  0.926, Loss:  0.042
Epoch  14 Batch   43/269 - Train Accuracy:  0.935, Validation Accuracy:  0.929, Loss:  0.044
Epoch  14 Batch   44/269 - Train Accuracy:  0.940, Validation Accuracy:  0.935, Loss:  0.047
Epoch  14 Batch   45/269 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.047
Epoch  14 Batch   46/269 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.042
Epoch  14 Batch   47/269 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.039
Epoch  14 Batch   48/269 - Train Accuracy:  0.935, Validation Accuracy:  0.926, Loss:  0.044
Epoch  14 Batch   49/269 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.040
Epoch  14 Batch   50/269 - Train Accuracy:  0.914, Validation Accuracy:  0.930, Loss:  0.052
Epoch  14 Batch   51/269 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.045
Epoch  14 Batch   52/269 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.038
Epoch  14 Batch   53/269 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.049
Epoch  14 Batch   54/269 - Train Accuracy:  0.937, Validation Accuracy:  0.929, Loss:  0.041
Epoch  14 Batch   55/269 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.045
Epoch  14 Batch   56/269 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.047
Epoch  14 Batch   57/269 - Train Accuracy:  0.928, Validation Accuracy:  0.925, Loss:  0.049
Epoch  14 Batch   58/269 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.045
Epoch  14 Batch   59/269 - Train Accuracy:  0.943, Validation Accuracy:  0.932, Loss:  0.036
Epoch  14 Batch   60/269 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.042
Epoch  14 Batch   61/269 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.043
Epoch  14 Batch   62/269 - Train Accuracy:  0.919, Validation Accuracy:  0.934, Loss:  0.050
Epoch  14 Batch   63/269 - Train Accuracy:  0.923, Validation Accuracy:  0.934, Loss:  0.052
Epoch  14 Batch   64/269 - Train Accuracy:  0.931, Validation Accuracy:  0.931, Loss:  0.042
Epoch  14 Batch   65/269 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.042
Epoch  14 Batch   66/269 - Train Accuracy:  0.919, Validation Accuracy:  0.926, Loss:  0.045
Epoch  14 Batch   67/269 - Train Accuracy:  0.930, Validation Accuracy:  0.927, Loss:  0.051
Epoch  14 Batch   68/269 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.049
Epoch  14 Batch   69/269 - Train Accuracy:  0.908, Validation Accuracy:  0.927, Loss:  0.055
Epoch  14 Batch   70/269 - Train Accuracy:  0.939, Validation Accuracy:  0.930, Loss:  0.046
Epoch  14 Batch   71/269 - Train Accuracy:  0.936, Validation Accuracy:  0.931, Loss:  0.050
Epoch  14 Batch   72/269 - Train Accuracy:  0.926, Validation Accuracy:  0.925, Loss:  0.047
Epoch  14 Batch   73/269 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.050
Epoch  14 Batch   74/269 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.045
Epoch  14 Batch   75/269 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.048
Epoch  14 Batch   76/269 - Train Accuracy:  0.923, Validation Accuracy:  0.927, Loss:  0.043
Epoch  14 Batch   77/269 - Train Accuracy:  0.937, Validation Accuracy:  0.924, Loss:  0.043
Epoch  14 Batch   78/269 - Train Accuracy:  0.933, Validation Accuracy:  0.931, Loss:  0.043
Epoch  14 Batch   79/269 - Train Accuracy:  0.921, Validation Accuracy:  0.931, Loss:  0.045
Epoch  14 Batch   80/269 - Train Accuracy:  0.930, Validation Accuracy:  0.927, Loss:  0.043
Epoch  14 Batch   81/269 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.049
Epoch  14 Batch   82/269 - Train Accuracy:  0.931, Validation Accuracy:  0.920, Loss:  0.039
Epoch  14 Batch   83/269 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.055
Epoch  14 Batch   84/269 - Train Accuracy:  0.927, Validation Accuracy:  0.928, Loss:  0.044
Epoch  14 Batch   85/269 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.041
Epoch  14 Batch   86/269 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.038
Epoch  14 Batch   87/269 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.047
Epoch  14 Batch   88/269 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.044
Epoch  14 Batch   89/269 - Train Accuracy:  0.941, Validation Accuracy:  0.925, Loss:  0.040
Epoch  14 Batch   90/269 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.047
Epoch  14 Batch   91/269 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.041
Epoch  14 Batch   92/269 - Train Accuracy:  0.945, Validation Accuracy:  0.934, Loss:  0.040
Epoch  14 Batch   93/269 - Train Accuracy:  0.937, Validation Accuracy:  0.932, Loss:  0.043
Epoch  14 Batch   94/269 - Train Accuracy:  0.928, Validation Accuracy:  0.931, Loss:  0.049
Epoch  14 Batch   95/269 - Train Accuracy:  0.937, Validation Accuracy:  0.927, Loss:  0.042
Epoch  14 Batch   96/269 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.048
Epoch  14 Batch   97/269 - Train Accuracy:  0.938, Validation Accuracy:  0.924, Loss:  0.046
Epoch  14 Batch   98/269 - Train Accuracy:  0.935, Validation Accuracy:  0.932, Loss:  0.045
Epoch  14 Batch   99/269 - Train Accuracy:  0.926, Validation Accuracy:  0.925, Loss:  0.041
Epoch  14 Batch  100/269 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.045
Epoch  14 Batch  101/269 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.053
Epoch  14 Batch  102/269 - Train Accuracy:  0.935, Validation Accuracy:  0.927, Loss:  0.043
Epoch  14 Batch  103/269 - Train Accuracy:  0.926, Validation Accuracy:  0.933, Loss:  0.050
Epoch  14 Batch  104/269 - Train Accuracy:  0.939, Validation Accuracy:  0.935, Loss:  0.044
Epoch  14 Batch  105/269 - Train Accuracy:  0.928, Validation Accuracy:  0.935, Loss:  0.043
Epoch  14 Batch  106/269 - Train Accuracy:  0.926, Validation Accuracy:  0.933, Loss:  0.040
Epoch  14 Batch  107/269 - Train Accuracy:  0.944, Validation Accuracy:  0.929, Loss:  0.043
Epoch  14 Batch  108/269 - Train Accuracy:  0.937, Validation Accuracy:  0.921, Loss:  0.042
Epoch  14 Batch  109/269 - Train Accuracy:  0.922, Validation Accuracy:  0.927, Loss:  0.049
Epoch  14 Batch  110/269 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.042
Epoch  14 Batch  111/269 - Train Accuracy:  0.924, Validation Accuracy:  0.927, Loss:  0.049
Epoch  14 Batch  112/269 - Train Accuracy:  0.928, Validation Accuracy:  0.930, Loss:  0.047
Epoch  14 Batch  113/269 - Train Accuracy:  0.927, Validation Accuracy:  0.928, Loss:  0.045
Epoch  14 Batch  114/269 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.044
Epoch  14 Batch  115/269 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.046
Epoch  14 Batch  116/269 - Train Accuracy:  0.935, Validation Accuracy:  0.932, Loss:  0.045
Epoch  14 Batch  117/269 - Train Accuracy:  0.922, Validation Accuracy:  0.932, Loss:  0.040
Epoch  14 Batch  118/269 - Train Accuracy:  0.935, Validation Accuracy:  0.934, Loss:  0.040
Epoch  14 Batch  119/269 - Train Accuracy:  0.931, Validation Accuracy:  0.930, Loss:  0.046
Epoch  14 Batch  120/269 - Train Accuracy:  0.935, Validation Accuracy:  0.926, Loss:  0.044
Epoch  14 Batch  121/269 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.039
Epoch  14 Batch  122/269 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.040
Epoch  14 Batch  123/269 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.044
Epoch  14 Batch  124/269 - Train Accuracy:  0.938, Validation Accuracy:  0.929, Loss:  0.039
Epoch  14 Batch  125/269 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.040
Epoch  14 Batch  126/269 - Train Accuracy:  0.915, Validation Accuracy:  0.928, Loss:  0.042
Epoch  14 Batch  127/269 - Train Accuracy:  0.928, Validation Accuracy:  0.932, Loss:  0.042
Epoch  14 Batch  128/269 - Train Accuracy:  0.937, Validation Accuracy:  0.923, Loss:  0.045
Epoch  14 Batch  129/269 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.044
Epoch  14 Batch  130/269 - Train Accuracy:  0.936, Validation Accuracy:  0.931, Loss:  0.048
Epoch  14 Batch  131/269 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.044
Epoch  14 Batch  132/269 - Train Accuracy:  0.907, Validation Accuracy:  0.934, Loss:  0.048
Epoch  14 Batch  133/269 - Train Accuracy:  0.940, Validation Accuracy:  0.929, Loss:  0.039
Epoch  14 Batch  134/269 - Train Accuracy:  0.931, Validation Accuracy:  0.932, Loss:  0.048
Epoch  14 Batch  135/269 - Train Accuracy:  0.926, Validation Accuracy:  0.923, Loss:  0.044
Epoch  14 Batch  136/269 - Train Accuracy:  0.909, Validation Accuracy:  0.921, Loss:  0.053
Epoch  14 Batch  137/269 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.054
Epoch  14 Batch  138/269 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.045
Epoch  14 Batch  139/269 - Train Accuracy:  0.926, Validation Accuracy:  0.925, Loss:  0.044
Epoch  14 Batch  140/269 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.054
Epoch  14 Batch  141/269 - Train Accuracy:  0.913, Validation Accuracy:  0.916, Loss:  0.051
Epoch  14 Batch  142/269 - Train Accuracy:  0.919, Validation Accuracy:  0.923, Loss:  0.049
Epoch  14 Batch  143/269 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.041
Epoch  14 Batch  144/269 - Train Accuracy:  0.937, Validation Accuracy:  0.926, Loss:  0.040
Epoch  14 Batch  145/269 - Train Accuracy:  0.940, Validation Accuracy:  0.932, Loss:  0.044
Epoch  14 Batch  146/269 - Train Accuracy:  0.924, Validation Accuracy:  0.927, Loss:  0.042
Epoch  14 Batch  147/269 - Train Accuracy:  0.933, Validation Accuracy:  0.926, Loss:  0.052
Epoch  14 Batch  148/269 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.045
Epoch  14 Batch  149/269 - Train Accuracy:  0.916, Validation Accuracy:  0.931, Loss:  0.056
Epoch  14 Batch  150/269 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.050
Epoch  14 Batch  151/269 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.052
Epoch  14 Batch  152/269 - Train Accuracy:  0.927, Validation Accuracy:  0.931, Loss:  0.052
Epoch  14 Batch  153/269 - Train Accuracy:  0.934, Validation Accuracy:  0.936, Loss:  0.045
Epoch  14 Batch  154/269 - Train Accuracy:  0.936, Validation Accuracy:  0.937, Loss:  0.047
Epoch  14 Batch  155/269 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.043
Epoch  14 Batch  156/269 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.052
Epoch  14 Batch  157/269 - Train Accuracy:  0.874, Validation Accuracy:  0.879, Loss:  0.062
Epoch  14 Batch  158/269 - Train Accuracy:  0.720, Validation Accuracy:  0.724, Loss:  0.162
Epoch  14 Batch  159/269 - Train Accuracy:  0.570, Validation Accuracy:  0.592, Loss:  0.934
Epoch  14 Batch  160/269 - Train Accuracy:  0.511, Validation Accuracy:  0.537, Loss:  1.307
Epoch  14 Batch  161/269 - Train Accuracy:  0.575, Validation Accuracy:  0.585, Loss:  1.733
Epoch  14 Batch  162/269 - Train Accuracy:  0.552, Validation Accuracy:  0.567, Loss:  0.942
Epoch  14 Batch  163/269 - Train Accuracy:  0.595, Validation Accuracy:  0.600, Loss:  1.171
Epoch  14 Batch  164/269 - Train Accuracy:  0.598, Validation Accuracy:  0.614, Loss:  0.732
Epoch  14 Batch  165/269 - Train Accuracy:  0.599, Validation Accuracy:  0.620, Loss:  0.692
Epoch  14 Batch  166/269 - Train Accuracy:  0.606, Validation Accuracy:  0.590, Loss:  0.674
Epoch  14 Batch  167/269 - Train Accuracy:  0.649, Validation Accuracy:  0.628, Loss:  0.756
Epoch  14 Batch  168/269 - Train Accuracy:  0.636, Validation Accuracy:  0.646, Loss:  0.644
Epoch  14 Batch  169/269 - Train Accuracy:  0.646, Validation Accuracy:  0.656, Loss:  0.549
Epoch  14 Batch  170/269 - Train Accuracy:  0.644, Validation Accuracy:  0.646, Loss:  0.456
Epoch  14 Batch  171/269 - Train Accuracy:  0.632, Validation Accuracy:  0.656, Loss:  0.456
Epoch  14 Batch  172/269 - Train Accuracy:  0.677, Validation Accuracy:  0.677, Loss:  0.434
Epoch  14 Batch  173/269 - Train Accuracy:  0.681, Validation Accuracy:  0.676, Loss:  0.396
Epoch  14 Batch  174/269 - Train Accuracy:  0.694, Validation Accuracy:  0.699, Loss:  0.405
Epoch  14 Batch  175/269 - Train Accuracy:  0.686, Validation Accuracy:  0.713, Loss:  0.376
Epoch  14 Batch  176/269 - Train Accuracy:  0.701, Validation Accuracy:  0.720, Loss:  0.345
Epoch  14 Batch  177/269 - Train Accuracy:  0.714, Validation Accuracy:  0.722, Loss:  0.314
Epoch  14 Batch  178/269 - Train Accuracy:  0.713, Validation Accuracy:  0.731, Loss:  0.317
Epoch  14 Batch  179/269 - Train Accuracy:  0.738, Validation Accuracy:  0.751, Loss:  0.278
Epoch  14 Batch  180/269 - Train Accuracy:  0.761, Validation Accuracy:  0.739, Loss:  0.251
Epoch  14 Batch  181/269 - Train Accuracy:  0.758, Validation Accuracy:  0.747, Loss:  0.240
Epoch  14 Batch  182/269 - Train Accuracy:  0.761, Validation Accuracy:  0.757, Loss:  0.234
Epoch  14 Batch  183/269 - Train Accuracy:  0.805, Validation Accuracy:  0.767, Loss:  0.192
Epoch  14 Batch  184/269 - Train Accuracy:  0.758, Validation Accuracy:  0.766, Loss:  0.218
Epoch  14 Batch  185/269 - Train Accuracy:  0.794, Validation Accuracy:  0.774, Loss:  0.197
Epoch  14 Batch  186/269 - Train Accuracy:  0.792, Validation Accuracy:  0.794, Loss:  0.195
Epoch  14 Batch  187/269 - Train Accuracy:  0.810, Validation Accuracy:  0.807, Loss:  0.175
Epoch  14 Batch  188/269 - Train Accuracy:  0.815, Validation Accuracy:  0.809, Loss:  0.167
Epoch  14 Batch  189/269 - Train Accuracy:  0.838, Validation Accuracy:  0.811, Loss:  0.151
Epoch  14 Batch  190/269 - Train Accuracy:  0.840, Validation Accuracy:  0.827, Loss:  0.156
Epoch  14 Batch  191/269 - Train Accuracy:  0.826, Validation Accuracy:  0.821, Loss:  0.146
Epoch  14 Batch  192/269 - Train Accuracy:  0.830, Validation Accuracy:  0.823, Loss:  0.146
Epoch  14 Batch  193/269 - Train Accuracy:  0.842, Validation Accuracy:  0.828, Loss:  0.135
Epoch  14 Batch  194/269 - Train Accuracy:  0.831, Validation Accuracy:  0.841, Loss:  0.137
Epoch  14 Batch  195/269 - Train Accuracy:  0.835, Validation Accuracy:  0.839, Loss:  0.130
Epoch  14 Batch  196/269 - Train Accuracy:  0.850, Validation Accuracy:  0.840, Loss:  0.120
Epoch  14 Batch  197/269 - Train Accuracy:  0.850, Validation Accuracy:  0.841, Loss:  0.124
Epoch  14 Batch  198/269 - Train Accuracy:  0.877, Validation Accuracy:  0.849, Loss:  0.123
Epoch  14 Batch  199/269 - Train Accuracy:  0.857, Validation Accuracy:  0.853, Loss:  0.118
Epoch  14 Batch  200/269 - Train Accuracy:  0.871, Validation Accuracy:  0.856, Loss:  0.109
Epoch  14 Batch  201/269 - Train Accuracy:  0.863, Validation Accuracy:  0.865, Loss:  0.109
Epoch  14 Batch  202/269 - Train Accuracy:  0.852, Validation Accuracy:  0.871, Loss:  0.104
Epoch  14 Batch  203/269 - Train Accuracy:  0.883, Validation Accuracy:  0.869, Loss:  0.103
Epoch  14 Batch  204/269 - Train Accuracy:  0.882, Validation Accuracy:  0.871, Loss:  0.103
Epoch  14 Batch  205/269 - Train Accuracy:  0.879, Validation Accuracy:  0.871, Loss:  0.099
Epoch  14 Batch  206/269 - Train Accuracy:  0.863, Validation Accuracy:  0.876, Loss:  0.103
Epoch  14 Batch  207/269 - Train Accuracy:  0.877, Validation Accuracy:  0.875, Loss:  0.092
Epoch  14 Batch  208/269 - Train Accuracy:  0.883, Validation Accuracy:  0.874, Loss:  0.094
Epoch  14 Batch  209/269 - Train Accuracy:  0.899, Validation Accuracy:  0.877, Loss:  0.084
Epoch  14 Batch  210/269 - Train Accuracy:  0.875, Validation Accuracy:  0.884, Loss:  0.086
Epoch  14 Batch  211/269 - Train Accuracy:  0.895, Validation Accuracy:  0.887, Loss:  0.087
Epoch  14 Batch  212/269 - Train Accuracy:  0.882, Validation Accuracy:  0.887, Loss:  0.088
Epoch  14 Batch  213/269 - Train Accuracy:  0.896, Validation Accuracy:  0.883, Loss:  0.078
Epoch  14 Batch  214/269 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.081
Epoch  14 Batch  215/269 - Train Accuracy:  0.897, Validation Accuracy:  0.890, Loss:  0.079
Epoch  14 Batch  216/269 - Train Accuracy:  0.861, Validation Accuracy:  0.892, Loss:  0.099
Epoch  14 Batch  217/269 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.084
Epoch  14 Batch  218/269 - Train Accuracy:  0.906, Validation Accuracy:  0.894, Loss:  0.076
Epoch  14 Batch  219/269 - Train Accuracy:  0.903, Validation Accuracy:  0.896, Loss:  0.080
Epoch  14 Batch  220/269 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.072
Epoch  14 Batch  221/269 - Train Accuracy:  0.903, Validation Accuracy:  0.896, Loss:  0.076
Epoch  14 Batch  222/269 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.068
Epoch  14 Batch  223/269 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.067
Epoch  14 Batch  224/269 - Train Accuracy:  0.892, Validation Accuracy:  0.900, Loss:  0.079
Epoch  14 Batch  225/269 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.067
Epoch  14 Batch  226/269 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.071
Epoch  14 Batch  227/269 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.075
Epoch  14 Batch  228/269 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.066
Epoch  14 Batch  229/269 - Train Accuracy:  0.907, Validation Accuracy:  0.895, Loss:  0.068
Epoch  14 Batch  230/269 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.066
Epoch  14 Batch  231/269 - Train Accuracy:  0.891, Validation Accuracy:  0.896, Loss:  0.070
Epoch  14 Batch  232/269 - Train Accuracy:  0.908, Validation Accuracy:  0.897, Loss:  0.065
Epoch  14 Batch  233/269 - Train Accuracy:  0.922, Validation Accuracy:  0.898, Loss:  0.071
Epoch  14 Batch  234/269 - Train Accuracy:  0.899, Validation Accuracy:  0.898, Loss:  0.066
Epoch  14 Batch  235/269 - Train Accuracy:  0.923, Validation Accuracy:  0.898, Loss:  0.057
Epoch  14 Batch  236/269 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.061
Epoch  14 Batch  237/269 - Train Accuracy:  0.907, Validation Accuracy:  0.902, Loss:  0.061
Epoch  14 Batch  238/269 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.063
Epoch  14 Batch  239/269 - Train Accuracy:  0.916, Validation Accuracy:  0.905, Loss:  0.060
Epoch  14 Batch  240/269 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.057
Epoch  14 Batch  241/269 - Train Accuracy:  0.896, Validation Accuracy:  0.913, Loss:  0.070
Epoch  14 Batch  242/269 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.060
Epoch  14 Batch  243/269 - Train Accuracy:  0.922, Validation Accuracy:  0.912, Loss:  0.055
Epoch  14 Batch  244/269 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.064
Epoch  14 Batch  245/269 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.065
Epoch  14 Batch  246/269 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.062
Epoch  14 Batch  247/269 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.058
Epoch  14 Batch  248/269 - Train Accuracy:  0.913, Validation Accuracy:  0.905, Loss:  0.056
Epoch  14 Batch  249/269 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.054
Epoch  14 Batch  250/269 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.058
Epoch  14 Batch  251/269 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.055
Epoch  14 Batch  252/269 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.053
Epoch  14 Batch  253/269 - Train Accuracy:  0.906, Validation Accuracy:  0.914, Loss:  0.061
Epoch  14 Batch  254/269 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.055
Epoch  14 Batch  255/269 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.059
Epoch  14 Batch  256/269 - Train Accuracy:  0.906, Validation Accuracy:  0.916, Loss:  0.055
Epoch  14 Batch  257/269 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.061
Epoch  14 Batch  258/269 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.058
Epoch  14 Batch  259/269 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.057
Epoch  14 Batch  260/269 - Train Accuracy:  0.909, Validation Accuracy:  0.920, Loss:  0.061
Epoch  14 Batch  261/269 - Train Accuracy:  0.913, Validation Accuracy:  0.919, Loss:  0.057
Epoch  14 Batch  262/269 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.058
Epoch  14 Batch  263/269 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.059
Epoch  14 Batch  264/269 - Train Accuracy:  0.893, Validation Accuracy:  0.916, Loss:  0.062
Epoch  14 Batch  265/269 - Train Accuracy:  0.906, Validation Accuracy:  0.921, Loss:  0.056
Epoch  14 Batch  266/269 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.052
Epoch  14 Batch  267/269 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.060
Epoch  15 Batch    0/269 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.060
Epoch  15 Batch    1/269 - Train Accuracy:  0.908, Validation Accuracy:  0.916, Loss:  0.054
Epoch  15 Batch    2/269 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.056
Epoch  15 Batch    3/269 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.053
Epoch  15 Batch    4/269 - Train Accuracy:  0.900, Validation Accuracy:  0.917, Loss:  0.057
Epoch  15 Batch    5/269 - Train Accuracy:  0.919, Validation Accuracy:  0.920, Loss:  0.055
Epoch  15 Batch    6/269 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.049
Epoch  15 Batch    7/269 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.052
Epoch  15 Batch    8/269 - Train Accuracy:  0.922, Validation Accuracy:  0.914, Loss:  0.057
Epoch  15 Batch    9/269 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.057
Epoch  15 Batch   10/269 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.050
Epoch  15 Batch   11/269 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.059
Epoch  15 Batch   12/269 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.060
Epoch  15 Batch   13/269 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.047
Epoch  15 Batch   14/269 - Train Accuracy:  0.906, Validation Accuracy:  0.918, Loss:  0.052
Epoch  15 Batch   15/269 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.044
Epoch  15 Batch   16/269 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.057
Epoch  15 Batch   17/269 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.046
Epoch  15 Batch   18/269 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.054
Epoch  15 Batch   19/269 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.044
Epoch  15 Batch   20/269 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.049
Epoch  15 Batch   21/269 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.064
Epoch  15 Batch   22/269 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.048
Epoch  15 Batch   23/269 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.055
Epoch  15 Batch   24/269 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.051
Epoch  15 Batch   25/269 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.054
Epoch  15 Batch   26/269 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.046
Epoch  15 Batch   27/269 - Train Accuracy:  0.922, Validation Accuracy:  0.924, Loss:  0.050
Epoch  15 Batch   28/269 - Train Accuracy:  0.904, Validation Accuracy:  0.927, Loss:  0.056
Epoch  15 Batch   29/269 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.052
Epoch  15 Batch   30/269 - Train Accuracy:  0.921, Validation Accuracy:  0.919, Loss:  0.050
Epoch  15 Batch   31/269 - Train Accuracy:  0.923, Validation Accuracy:  0.921, Loss:  0.050
Epoch  15 Batch   32/269 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.048
Epoch  15 Batch   33/269 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.046
Epoch  15 Batch   34/269 - Train Accuracy:  0.922, Validation Accuracy:  0.914, Loss:  0.049
Epoch  15 Batch   35/269 - Train Accuracy:  0.917, Validation Accuracy:  0.921, Loss:  0.058
Epoch  15 Batch   36/269 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.052
Epoch  15 Batch   37/269 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.054
Epoch  15 Batch   38/269 - Train Accuracy:  0.917, Validation Accuracy:  0.921, Loss:  0.049
Epoch  15 Batch   39/269 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.050
Epoch  15 Batch   40/269 - Train Accuracy:  0.911, Validation Accuracy:  0.925, Loss:  0.054
Epoch  15 Batch   41/269 - Train Accuracy:  0.907, Validation Accuracy:  0.921, Loss:  0.055
Epoch  15 Batch   42/269 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.047
Epoch  15 Batch   43/269 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.049
Epoch  15 Batch   44/269 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.051
Epoch  15 Batch   45/269 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.052
Epoch  15 Batch   46/269 - Train Accuracy:  0.923, Validation Accuracy:  0.921, Loss:  0.047
Epoch  15 Batch   47/269 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.043
Epoch  15 Batch   48/269 - Train Accuracy:  0.928, Validation Accuracy:  0.925, Loss:  0.047
Epoch  15 Batch   49/269 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.046
Epoch  15 Batch   50/269 - Train Accuracy:  0.905, Validation Accuracy:  0.925, Loss:  0.056
Epoch  15 Batch   51/269 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.049
Epoch  15 Batch   52/269 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.042
Epoch  15 Batch   53/269 - Train Accuracy:  0.910, Validation Accuracy:  0.924, Loss:  0.055
Epoch  15 Batch   54/269 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.045
Epoch  15 Batch   55/269 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.048
Epoch  15 Batch   56/269 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.049
Epoch  15 Batch   57/269 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.052
Epoch  15 Batch   58/269 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.048
Epoch  15 Batch   59/269 - Train Accuracy:  0.937, Validation Accuracy:  0.919, Loss:  0.039
Epoch  15 Batch   60/269 - Train Accuracy:  0.931, Validation Accuracy:  0.925, Loss:  0.044
Epoch  15 Batch   61/269 - Train Accuracy:  0.922, Validation Accuracy:  0.928, Loss:  0.046
Epoch  15 Batch   62/269 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.051
Epoch  15 Batch   63/269 - Train Accuracy:  0.926, Validation Accuracy:  0.929, Loss:  0.054
Epoch  15 Batch   64/269 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.042
Epoch  15 Batch   65/269 - Train Accuracy:  0.929, Validation Accuracy:  0.930, Loss:  0.045
Epoch  15 Batch   66/269 - Train Accuracy:  0.908, Validation Accuracy:  0.928, Loss:  0.051
Epoch  15 Batch   67/269 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.054
Epoch  15 Batch   68/269 - Train Accuracy:  0.924, Validation Accuracy:  0.927, Loss:  0.054
Epoch  15 Batch   69/269 - Train Accuracy:  0.907, Validation Accuracy:  0.926, Loss:  0.058
Epoch  15 Batch   70/269 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.049
Epoch  15 Batch   71/269 - Train Accuracy:  0.931, Validation Accuracy:  0.921, Loss:  0.053
Epoch  15 Batch   72/269 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.050
Epoch  15 Batch   73/269 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.053
Epoch  15 Batch   74/269 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.048
Epoch  15 Batch   75/269 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.051
Epoch  15 Batch   76/269 - Train Accuracy:  0.914, Validation Accuracy:  0.925, Loss:  0.047
Epoch  15 Batch   77/269 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.047
Epoch  15 Batch   78/269 - Train Accuracy:  0.935, Validation Accuracy:  0.925, Loss:  0.047
Epoch  15 Batch   79/269 - Train Accuracy:  0.908, Validation Accuracy:  0.924, Loss:  0.048
Epoch  15 Batch   80/269 - Train Accuracy:  0.928, Validation Accuracy:  0.922, Loss:  0.047
Epoch  15 Batch   81/269 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.053
Epoch  15 Batch   82/269 - Train Accuracy:  0.938, Validation Accuracy:  0.918, Loss:  0.042
Epoch  15 Batch   83/269 - Train Accuracy:  0.917, Validation Accuracy:  0.921, Loss:  0.058
Epoch  15 Batch   84/269 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.047
Epoch  15 Batch   85/269 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.044
Epoch  15 Batch   86/269 - Train Accuracy:  0.923, Validation Accuracy:  0.921, Loss:  0.042
Epoch  15 Batch   87/269 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.050
Epoch  15 Batch   88/269 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.047
Epoch  15 Batch   89/269 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.044
Epoch  15 Batch   90/269 - Train Accuracy:  0.919, Validation Accuracy:  0.923, Loss:  0.049
Epoch  15 Batch   91/269 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.045
Epoch  15 Batch   92/269 - Train Accuracy:  0.935, Validation Accuracy:  0.924, Loss:  0.043
Epoch  15 Batch   93/269 - Train Accuracy:  0.936, Validation Accuracy:  0.925, Loss:  0.044
Epoch  15 Batch   94/269 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.052
Epoch  15 Batch   95/269 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.046
Epoch  15 Batch   96/269 - Train Accuracy:  0.907, Validation Accuracy:  0.932, Loss:  0.051
Epoch  15 Batch   97/269 - Train Accuracy:  0.928, Validation Accuracy:  0.930, Loss:  0.048
Epoch  15 Batch   98/269 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.047
Epoch  15 Batch   99/269 - Train Accuracy:  0.929, Validation Accuracy:  0.931, Loss:  0.043
Epoch  15 Batch  100/269 - Train Accuracy:  0.940, Validation Accuracy:  0.929, Loss:  0.047
Epoch  15 Batch  101/269 - Train Accuracy:  0.912, Validation Accuracy:  0.926, Loss:  0.055
Epoch  15 Batch  102/269 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.044
Epoch  15 Batch  103/269 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.053
Epoch  15 Batch  104/269 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.045
Epoch  15 Batch  105/269 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.045
Epoch  15 Batch  106/269 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.040
Epoch  15 Batch  107/269 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.046
Epoch  15 Batch  108/269 - Train Accuracy:  0.935, Validation Accuracy:  0.922, Loss:  0.045
Epoch  15 Batch  109/269 - Train Accuracy:  0.918, Validation Accuracy:  0.923, Loss:  0.050
Epoch  15 Batch  110/269 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.045
Epoch  15 Batch  111/269 - Train Accuracy:  0.920, Validation Accuracy:  0.924, Loss:  0.051
Epoch  15 Batch  112/269 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.048
Epoch  15 Batch  113/269 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.047
Epoch  15 Batch  114/269 - Train Accuracy:  0.927, Validation Accuracy:  0.928, Loss:  0.046
Epoch  15 Batch  115/269 - Train Accuracy:  0.924, Validation Accuracy:  0.927, Loss:  0.047
Epoch  15 Batch  116/269 - Train Accuracy:  0.944, Validation Accuracy:  0.925, Loss:  0.046
Epoch  15 Batch  117/269 - Train Accuracy:  0.920, Validation Accuracy:  0.930, Loss:  0.042
Epoch  15 Batch  118/269 - Train Accuracy:  0.926, Validation Accuracy:  0.928, Loss:  0.042
Epoch  15 Batch  119/269 - Train Accuracy:  0.926, Validation Accuracy:  0.927, Loss:  0.048
Epoch  15 Batch  120/269 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.047
Epoch  15 Batch  121/269 - Train Accuracy:  0.938, Validation Accuracy:  0.930, Loss:  0.040
Epoch  15 Batch  122/269 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.044
Epoch  15 Batch  123/269 - Train Accuracy:  0.927, Validation Accuracy:  0.929, Loss:  0.045
Epoch  15 Batch  124/269 - Train Accuracy:  0.935, Validation Accuracy:  0.930, Loss:  0.039
Epoch  15 Batch  125/269 - Train Accuracy:  0.935, Validation Accuracy:  0.930, Loss:  0.041
Epoch  15 Batch  126/269 - Train Accuracy:  0.913, Validation Accuracy:  0.929, Loss:  0.043
Epoch  15 Batch  127/269 - Train Accuracy:  0.928, Validation Accuracy:  0.930, Loss:  0.044
Epoch  15 Batch  128/269 - Train Accuracy:  0.937, Validation Accuracy:  0.932, Loss:  0.043
Epoch  15 Batch  129/269 - Train Accuracy:  0.911, Validation Accuracy:  0.930, Loss:  0.046
Epoch  15 Batch  130/269 - Train Accuracy:  0.931, Validation Accuracy:  0.928, Loss:  0.047
Epoch  15 Batch  131/269 - Train Accuracy:  0.920, Validation Accuracy:  0.927, Loss:  0.046
Epoch  15 Batch  132/269 - Train Accuracy:  0.907, Validation Accuracy:  0.927, Loss:  0.047
Epoch  15 Batch  133/269 - Train Accuracy:  0.938, Validation Accuracy:  0.925, Loss:  0.038
Epoch  15 Batch  134/269 - Train Accuracy:  0.934, Validation Accuracy:  0.925, Loss:  0.046
Epoch  15 Batch  135/269 - Train Accuracy:  0.933, Validation Accuracy:  0.927, Loss:  0.045
Epoch  15 Batch  136/269 - Train Accuracy:  0.911, Validation Accuracy:  0.925, Loss:  0.050
Epoch  15 Batch  137/269 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.051
Epoch  15 Batch  138/269 - Train Accuracy:  0.919, Validation Accuracy:  0.928, Loss:  0.040
Epoch  15 Batch  139/269 - Train Accuracy:  0.940, Validation Accuracy:  0.930, Loss:  0.040
Epoch  15 Batch  140/269 - Train Accuracy:  0.926, Validation Accuracy:  0.933, Loss:  0.049
Epoch  15 Batch  141/269 - Train Accuracy:  0.918, Validation Accuracy:  0.931, Loss:  0.048
Epoch  15 Batch  142/269 - Train Accuracy:  0.916, Validation Accuracy:  0.936, Loss:  0.044
Epoch  15 Batch  143/269 - Train Accuracy:  0.938, Validation Accuracy:  0.938, Loss:  0.039
Epoch  15 Batch  144/269 - Train Accuracy:  0.936, Validation Accuracy:  0.933, Loss:  0.036
Epoch  15 Batch  145/269 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.041
Epoch  15 Batch  146/269 - Train Accuracy:  0.930, Validation Accuracy:  0.927, Loss:  0.042
Epoch  15 Batch  147/269 - Train Accuracy:  0.928, Validation Accuracy:  0.927, Loss:  0.049
Epoch  15 Batch  148/269 - Train Accuracy:  0.928, Validation Accuracy:  0.931, Loss:  0.044
Epoch  15 Batch  149/269 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.051
Epoch  15 Batch  150/269 - Train Accuracy:  0.929, Validation Accuracy:  0.927, Loss:  0.047
Epoch  15 Batch  151/269 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.048
Epoch  15 Batch  152/269 - Train Accuracy:  0.926, Validation Accuracy:  0.929, Loss:  0.046
Epoch  15 Batch  153/269 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.044
Epoch  15 Batch  154/269 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.042
Epoch  15 Batch  155/269 - Train Accuracy:  0.930, Validation Accuracy:  0.931, Loss:  0.041
Epoch  15 Batch  156/269 - Train Accuracy:  0.929, Validation Accuracy:  0.930, Loss:  0.046
Epoch  15 Batch  157/269 - Train Accuracy:  0.926, Validation Accuracy:  0.932, Loss:  0.040
Epoch  15 Batch  158/269 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.043
Epoch  15 Batch  159/269 - Train Accuracy:  0.921, Validation Accuracy:  0.931, Loss:  0.045
Epoch  15 Batch  160/269 - Train Accuracy:  0.926, Validation Accuracy:  0.928, Loss:  0.043
Epoch  15 Batch  161/269 - Train Accuracy:  0.937, Validation Accuracy:  0.926, Loss:  0.043
Epoch  15 Batch  162/269 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.043
Epoch  15 Batch  163/269 - Train Accuracy:  0.931, Validation Accuracy:  0.932, Loss:  0.046
Epoch  15 Batch  164/269 - Train Accuracy:  0.937, Validation Accuracy:  0.934, Loss:  0.043
Epoch  15 Batch  165/269 - Train Accuracy:  0.921, Validation Accuracy:  0.930, Loss:  0.043
Epoch  15 Batch  166/269 - Train Accuracy:  0.935, Validation Accuracy:  0.930, Loss:  0.043
Epoch  15 Batch  167/269 - Train Accuracy:  0.933, Validation Accuracy:  0.930, Loss:  0.044
Epoch  15 Batch  168/269 - Train Accuracy:  0.930, Validation Accuracy:  0.929, Loss:  0.044
Epoch  15 Batch  169/269 - Train Accuracy:  0.922, Validation Accuracy:  0.930, Loss:  0.041
Epoch  15 Batch  170/269 - Train Accuracy:  0.931, Validation Accuracy:  0.929, Loss:  0.040
Epoch  15 Batch  171/269 - Train Accuracy:  0.940, Validation Accuracy:  0.930, Loss:  0.043
Epoch  15 Batch  172/269 - Train Accuracy:  0.921, Validation Accuracy:  0.932, Loss:  0.050
Epoch  15 Batch  173/269 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.040
Epoch  15 Batch  174/269 - Train Accuracy:  0.932, Validation Accuracy:  0.933, Loss:  0.045
Epoch  15 Batch  175/269 - Train Accuracy:  0.922, Validation Accuracy:  0.932, Loss:  0.053
Epoch  15 Batch  176/269 - Train Accuracy:  0.917, Validation Accuracy:  0.932, Loss:  0.050
Epoch  15 Batch  177/269 - Train Accuracy:  0.933, Validation Accuracy:  0.930, Loss:  0.043
Epoch  15 Batch  178/269 - Train Accuracy:  0.931, Validation Accuracy:  0.929, Loss:  0.038
Epoch  15 Batch  179/269 - Train Accuracy:  0.929, Validation Accuracy:  0.929, Loss:  0.043
Epoch  15 Batch  180/269 - Train Accuracy:  0.939, Validation Accuracy:  0.931, Loss:  0.038
Epoch  15 Batch  181/269 - Train Accuracy:  0.923, Validation Accuracy:  0.932, Loss:  0.048
Epoch  15 Batch  182/269 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.041
Epoch  15 Batch  183/269 - Train Accuracy:  0.934, Validation Accuracy:  0.929, Loss:  0.033
Epoch  15 Batch  184/269 - Train Accuracy:  0.929, Validation Accuracy:  0.933, Loss:  0.042
Epoch  15 Batch  185/269 - Train Accuracy:  0.943, Validation Accuracy:  0.934, Loss:  0.042
Epoch  15 Batch  186/269 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.039
Epoch  15 Batch  187/269 - Train Accuracy:  0.928, Validation Accuracy:  0.932, Loss:  0.040
Epoch  15 Batch  188/269 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.039
Epoch  15 Batch  189/269 - Train Accuracy:  0.938, Validation Accuracy:  0.927, Loss:  0.039
Epoch  15 Batch  190/269 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.042
Epoch  15 Batch  191/269 - Train Accuracy:  0.922, Validation Accuracy:  0.932, Loss:  0.042
Epoch  15 Batch  192/269 - Train Accuracy:  0.934, Validation Accuracy:  0.934, Loss:  0.042
Epoch  15 Batch  193/269 - Train Accuracy:  0.933, Validation Accuracy:  0.932, Loss:  0.040
Epoch  15 Batch  194/269 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.042
Epoch  15 Batch  195/269 - Train Accuracy:  0.917, Validation Accuracy:  0.931, Loss:  0.041
Epoch  15 Batch  196/269 - Train Accuracy:  0.930, Validation Accuracy:  0.932, Loss:  0.042
Epoch  15 Batch  197/269 - Train Accuracy:  0.921, Validation Accuracy:  0.932, Loss:  0.043
Epoch  15 Batch  198/269 - Train Accuracy:  0.924, Validation Accuracy:  0.935, Loss:  0.044
Epoch  15 Batch  199/269 - Train Accuracy:  0.930, Validation Accuracy:  0.933, Loss:  0.046
Epoch  15 Batch  200/269 - Train Accuracy:  0.941, Validation Accuracy:  0.933, Loss:  0.040
Epoch  15 Batch  201/269 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.043
Epoch  15 Batch  202/269 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.041
Epoch  15 Batch  203/269 - Train Accuracy:  0.942, Validation Accuracy:  0.928, Loss:  0.044
Epoch  15 Batch  204/269 - Train Accuracy:  0.930, Validation Accuracy:  0.932, Loss:  0.045
Epoch  15 Batch  205/269 - Train Accuracy:  0.937, Validation Accuracy:  0.932, Loss:  0.042
Epoch  15 Batch  206/269 - Train Accuracy:  0.917, Validation Accuracy:  0.933, Loss:  0.047
Epoch  15 Batch  207/269 - Train Accuracy:  0.924, Validation Accuracy:  0.933, Loss:  0.041
Epoch  15 Batch  208/269 - Train Accuracy:  0.933, Validation Accuracy:  0.931, Loss:  0.044
Epoch  15 Batch  209/269 - Train Accuracy:  0.940, Validation Accuracy:  0.928, Loss:  0.041
Epoch  15 Batch  210/269 - Train Accuracy:  0.933, Validation Accuracy:  0.933, Loss:  0.040
Epoch  15 Batch  211/269 - Train Accuracy:  0.936, Validation Accuracy:  0.934, Loss:  0.043
Epoch  15 Batch  212/269 - Train Accuracy:  0.939, Validation Accuracy:  0.933, Loss:  0.047
Epoch  15 Batch  213/269 - Train Accuracy:  0.932, Validation Accuracy:  0.930, Loss:  0.041
Epoch  15 Batch  214/269 - Train Accuracy:  0.935, Validation Accuracy:  0.929, Loss:  0.043
Epoch  15 Batch  215/269 - Train Accuracy:  0.929, Validation Accuracy:  0.927, Loss:  0.042
Epoch  15 Batch  216/269 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.056
Epoch  15 Batch  217/269 - Train Accuracy:  0.925, Validation Accuracy:  0.931, Loss:  0.046
Epoch  15 Batch  218/269 - Train Accuracy:  0.933, Validation Accuracy:  0.931, Loss:  0.040
Epoch  15 Batch  219/269 - Train Accuracy:  0.934, Validation Accuracy:  0.930, Loss:  0.043
Epoch  15 Batch  220/269 - Train Accuracy:  0.922, Validation Accuracy:  0.932, Loss:  0.044
Epoch  15 Batch  221/269 - Train Accuracy:  0.929, Validation Accuracy:  0.932, Loss:  0.041
Epoch  15 Batch  222/269 - Train Accuracy:  0.944, Validation Accuracy:  0.931, Loss:  0.037
Epoch  15 Batch  223/269 - Train Accuracy:  0.927, Validation Accuracy:  0.932, Loss:  0.038
Epoch  15 Batch  224/269 - Train Accuracy:  0.922, Validation Accuracy:  0.935, Loss:  0.048
Epoch  15 Batch  225/269 - Train Accuracy:  0.927, Validation Accuracy:  0.933, Loss:  0.039
Epoch  15 Batch  226/269 - Train Accuracy:  0.933, Validation Accuracy:  0.931, Loss:  0.044
Epoch  15 Batch  227/269 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.051
Epoch  15 Batch  228/269 - Train Accuracy:  0.935, Validation Accuracy:  0.932, Loss:  0.037
Epoch  15 Batch  229/269 - Train Accuracy:  0.932, Validation Accuracy:  0.932, Loss:  0.041
Epoch  15 Batch  230/269 - Train Accuracy:  0.942, Validation Accuracy:  0.933, Loss:  0.041
Epoch  15 Batch  231/269 - Train Accuracy:  0.928, Validation Accuracy:  0.933, Loss:  0.042
Epoch  15 Batch  232/269 - Train Accuracy:  0.931, Validation Accuracy:  0.933, Loss:  0.038
Epoch  15 Batch  233/269 - Train Accuracy:  0.938, Validation Accuracy:  0.933, Loss:  0.047
Epoch  15 Batch  234/269 - Train Accuracy:  0.933, Validation Accuracy:  0.932, Loss:  0.040
Epoch  15 Batch  235/269 - Train Accuracy:  0.950, Validation Accuracy:  0.929, Loss:  0.036
Epoch  15 Batch  236/269 - Train Accuracy:  0.932, Validation Accuracy:  0.930, Loss:  0.038
Epoch  15 Batch  237/269 - Train Accuracy:  0.935, Validation Accuracy:  0.931, Loss:  0.038
Epoch  15 Batch  238/269 - Train Accuracy:  0.930, Validation Accuracy:  0.931, Loss:  0.041
Epoch  15 Batch  239/269 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.039
Epoch  15 Batch  240/269 - Train Accuracy:  0.937, Validation Accuracy:  0.930, Loss:  0.038
Epoch  15 Batch  241/269 - Train Accuracy:  0.926, Validation Accuracy:  0.932, Loss:  0.047
Epoch  15 Batch  242/269 - Train Accuracy:  0.941, Validation Accuracy:  0.936, Loss:  0.041
Epoch  15 Batch  243/269 - Train Accuracy:  0.943, Validation Accuracy:  0.936, Loss:  0.036
Epoch  15 Batch  244/269 - Train Accuracy:  0.924, Validation Accuracy:  0.936, Loss:  0.042
Epoch  15 Batch  245/269 - Train Accuracy:  0.924, Validation Accuracy:  0.936, Loss:  0.043
Epoch  15 Batch  246/269 - Train Accuracy:  0.925, Validation Accuracy:  0.936, Loss:  0.044
Epoch  15 Batch  247/269 - Train Accuracy:  0.933, Validation Accuracy:  0.937, Loss:  0.040
Epoch  15 Batch  248/269 - Train Accuracy:  0.945, Validation Accuracy:  0.933, Loss:  0.038
Epoch  15 Batch  249/269 - Train Accuracy:  0.929, Validation Accuracy:  0.934, Loss:  0.037
Epoch  15 Batch  250/269 - Train Accuracy:  0.943, Validation Accuracy:  0.934, Loss:  0.039
Epoch  15 Batch  251/269 - Train Accuracy:  0.947, Validation Accuracy:  0.938, Loss:  0.037
Epoch  15 Batch  252/269 - Train Accuracy:  0.946, Validation Accuracy:  0.937, Loss:  0.033
Epoch  15 Batch  253/269 - Train Accuracy:  0.914, Validation Accuracy:  0.936, Loss:  0.043
Epoch  15 Batch  254/269 - Train Accuracy:  0.930, Validation Accuracy:  0.933, Loss:  0.040
Epoch  15 Batch  255/269 - Train Accuracy:  0.937, Validation Accuracy:  0.930, Loss:  0.042
Epoch  15 Batch  256/269 - Train Accuracy:  0.927, Validation Accuracy:  0.934, Loss:  0.039
Epoch  15 Batch  257/269 - Train Accuracy:  0.927, Validation Accuracy:  0.936, Loss:  0.045
Epoch  15 Batch  258/269 - Train Accuracy:  0.933, Validation Accuracy:  0.933, Loss:  0.042
Epoch  15 Batch  259/269 - Train Accuracy:  0.936, Validation Accuracy:  0.934, Loss:  0.039
Epoch  15 Batch  260/269 - Train Accuracy:  0.932, Validation Accuracy:  0.932, Loss:  0.044
Epoch  15 Batch  261/269 - Train Accuracy:  0.927, Validation Accuracy:  0.937, Loss:  0.040
Epoch  15 Batch  262/269 - Train Accuracy:  0.934, Validation Accuracy:  0.939, Loss:  0.042
Epoch  15 Batch  263/269 - Train Accuracy:  0.935, Validation Accuracy:  0.939, Loss:  0.043
Epoch  15 Batch  264/269 - Train Accuracy:  0.917, Validation Accuracy:  0.937, Loss:  0.045
Epoch  15 Batch  265/269 - Train Accuracy:  0.920, Validation Accuracy:  0.933, Loss:  0.042
Epoch  15 Batch  266/269 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.037
Epoch  15 Batch  267/269 - Train Accuracy:  0.941, Validation Accuracy:  0.933, Loss:  0.045
Epoch  16 Batch    0/269 - Train Accuracy:  0.933, Validation Accuracy:  0.936, Loss:  0.045
Epoch  16 Batch    1/269 - Train Accuracy:  0.936, Validation Accuracy:  0.935, Loss:  0.039
Epoch  16 Batch    2/269 - Train Accuracy:  0.934, Validation Accuracy:  0.937, Loss:  0.042
Epoch  16 Batch    3/269 - Train Accuracy:  0.949, Validation Accuracy:  0.939, Loss:  0.039
Epoch  16 Batch    4/269 - Train Accuracy:  0.919, Validation Accuracy:  0.936, Loss:  0.042
Epoch  16 Batch    5/269 - Train Accuracy:  0.932, Validation Accuracy:  0.937, Loss:  0.041
Epoch  16 Batch    6/269 - Train Accuracy:  0.936, Validation Accuracy:  0.933, Loss:  0.036
Epoch  16 Batch    7/269 - Train Accuracy:  0.929, Validation Accuracy:  0.933, Loss:  0.038
Epoch  16 Batch    8/269 - Train Accuracy:  0.941, Validation Accuracy:  0.932, Loss:  0.043
Epoch  16 Batch    9/269 - Train Accuracy:  0.925, Validation Accuracy:  0.930, Loss:  0.042
Epoch  16 Batch   10/269 - Train Accuracy:  0.930, Validation Accuracy:  0.932, Loss:  0.036
Epoch  16 Batch   11/269 - Train Accuracy:  0.932, Validation Accuracy:  0.931, Loss:  0.046
Epoch  16 Batch   12/269 - Train Accuracy:  0.928, Validation Accuracy:  0.932, Loss:  0.046
Epoch  16 Batch   13/269 - Train Accuracy:  0.930, Validation Accuracy:  0.935, Loss:  0.035
Epoch  16 Batch   14/269 - Train Accuracy:  0.922, Validation Accuracy:  0.930, Loss:  0.040
Epoch  16 Batch   15/269 - Train Accuracy:  0.939, Validation Accuracy:  0.932, Loss:  0.033
Epoch  16 Batch   16/269 - Train Accuracy:  0.923, Validation Accuracy:  0.931, Loss:  0.045
Epoch  16 Batch   17/269 - Train Accuracy:  0.922, Validation Accuracy:  0.934, Loss:  0.033
Epoch  16 Batch   18/269 - Train Accuracy:  0.926, Validation Accuracy:  0.935, Loss:  0.042
Epoch  16 Batch   19/269 - Train Accuracy:  0.937, Validation Accuracy:  0.933, Loss:  0.033
Epoch  16 Batch   20/269 - Train Accuracy:  0.947, Validation Accuracy:  0.933, Loss:  0.037
Epoch  16 Batch   21/269 - Train Accuracy:  0.924, Validation Accuracy:  0.937, Loss:  0.049
Epoch  16 Batch   22/269 - Train Accuracy:  0.943, Validation Accuracy:  0.933, Loss:  0.038
Epoch  16 Batch   23/269 - Train Accuracy:  0.933, Validation Accuracy:  0.937, Loss:  0.041
Epoch  16 Batch   24/269 - Train Accuracy:  0.932, Validation Accuracy:  0.936, Loss:  0.038
Epoch  16 Batch   25/269 - Train Accuracy:  0.933, Validation Accuracy:  0.932, Loss:  0.043
Epoch  16 Batch   26/269 - Train Accuracy:  0.934, Validation Accuracy:  0.933, Loss:  0.036
Epoch  16 Batch   27/269 - Train Accuracy:  0.926, Validation Accuracy:  0.932, Loss:  0.038
Epoch  16 Batch   28/269 - Train Accuracy:  0.925, Validation Accuracy:  0.934, Loss:  0.043
Epoch  16 Batch   29/269 - Train Accuracy:  0.934, Validation Accuracy:  0.934, Loss:  0.041
Epoch  16 Batch   30/269 - Train Accuracy:  0.932, Validation Accuracy:  0.934, Loss:  0.040
Epoch  16 Batch   31/269 - Train Accuracy:  0.939, Validation Accuracy:  0.937, Loss:  0.040
Epoch  16 Batch   32/269 - Train Accuracy:  0.942, Validation Accuracy:  0.932, Loss:  0.036
Epoch  16 Batch   33/269 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.036
Epoch  16 Batch   34/269 - Train Accuracy:  0.928, Validation Accuracy:  0.930, Loss:  0.038
Epoch  16 Batch   35/269 - Train Accuracy:  0.932, Validation Accuracy:  0.934, Loss:  0.047
Epoch  16 Batch   36/269 - Train Accuracy:  0.935, Validation Accuracy:  0.937, Loss:  0.041
Epoch  16 Batch   37/269 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.044
Epoch  16 Batch   38/269 - Train Accuracy:  0.928, Validation Accuracy:  0.938, Loss:  0.038
Epoch  16 Batch   39/269 - Train Accuracy:  0.936, Validation Accuracy:  0.937, Loss:  0.040
Epoch  16 Batch   40/269 - Train Accuracy:  0.925, Validation Accuracy:  0.937, Loss:  0.042
Epoch  16 Batch   41/269 - Train Accuracy:  0.923, Validation Accuracy:  0.937, Loss:  0.043
Epoch  16 Batch   42/269 - Train Accuracy:  0.942, Validation Accuracy:  0.938, Loss:  0.036
Epoch  16 Batch   43/269 - Train Accuracy:  0.938, Validation Accuracy:  0.937, Loss:  0.039
Epoch  16 Batch   44/269 - Train Accuracy:  0.936, Validation Accuracy:  0.934, Loss:  0.040
Epoch  16 Batch   45/269 - Train Accuracy:  0.931, Validation Accuracy:  0.937, Loss:  0.041
Epoch  16 Batch   46/269 - Train Accuracy:  0.926, Validation Accuracy:  0.940, Loss:  0.037
Epoch  16 Batch   47/269 - Train Accuracy:  0.939, Validation Accuracy:  0.940, Loss:  0.035
Epoch  16 Batch   48/269 - Train Accuracy:  0.936, Validation Accuracy:  0.938, Loss:  0.038
Epoch  16 Batch   49/269 - Train Accuracy:  0.932, Validation Accuracy:  0.939, Loss:  0.037
Epoch  16 Batch   50/269 - Train Accuracy:  0.917, Validation Accuracy:  0.939, Loss:  0.046
Epoch  16 Batch   51/269 - Train Accuracy:  0.939, Validation Accuracy:  0.938, Loss:  0.039
Epoch  16 Batch   52/269 - Train Accuracy:  0.926, Validation Accuracy:  0.938, Loss:  0.033
Epoch  16 Batch   53/269 - Train Accuracy:  0.917, Validation Accuracy:  0.934, Loss:  0.043
Epoch  16 Batch   54/269 - Train Accuracy:  0.945, Validation Accuracy:  0.933, Loss:  0.036
Epoch  16 Batch   55/269 - Train Accuracy:  0.937, Validation Accuracy:  0.930, Loss:  0.039
Epoch  16 Batch   56/269 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.039
Epoch  16 Batch   57/269 - Train Accuracy:  0.933, Validation Accuracy:  0.930, Loss:  0.043
Epoch  16 Batch   58/269 - Train Accuracy:  0.938, Validation Accuracy:  0.934, Loss:  0.039
Epoch  16 Batch   59/269 - Train Accuracy:  0.947, Validation Accuracy:  0.932, Loss:  0.031
Epoch  16 Batch   60/269 - Train Accuracy:  0.938, Validation Accuracy:  0.939, Loss:  0.036
Epoch  16 Batch   61/269 - Train Accuracy:  0.931, Validation Accuracy:  0.941, Loss:  0.037
Epoch  16 Batch   62/269 - Train Accuracy:  0.932, Validation Accuracy:  0.939, Loss:  0.042
Epoch  16 Batch   63/269 - Train Accuracy:  0.931, Validation Accuracy:  0.943, Loss:  0.045
Epoch  16 Batch   64/269 - Train Accuracy:  0.939, Validation Accuracy:  0.939, Loss:  0.034
Epoch  16 Batch   65/269 - Train Accuracy:  0.939, Validation Accuracy:  0.936, Loss:  0.037
Epoch  16 Batch   66/269 - Train Accuracy:  0.921, Validation Accuracy:  0.936, Loss:  0.041
Epoch  16 Batch   67/269 - Train Accuracy:  0.930, Validation Accuracy:  0.935, Loss:  0.044
Epoch  16 Batch   68/269 - Train Accuracy:  0.933, Validation Accuracy:  0.933, Loss:  0.043
Epoch  16 Batch   69/269 - Train Accuracy:  0.913, Validation Accuracy:  0.932, Loss:  0.049
Epoch  16 Batch   70/269 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.041
Epoch  16 Batch   71/269 - Train Accuracy:  0.944, Validation Accuracy:  0.934, Loss:  0.044
Epoch  16 Batch   72/269 - Train Accuracy:  0.931, Validation Accuracy:  0.934, Loss:  0.042
Epoch  16 Batch   73/269 - Train Accuracy:  0.922, Validation Accuracy:  0.935, Loss:  0.043
Epoch  16 Batch   74/269 - Train Accuracy:  0.942, Validation Accuracy:  0.936, Loss:  0.040
Epoch  16 Batch   75/269 - Train Accuracy:  0.926, Validation Accuracy:  0.938, Loss:  0.044
Epoch  16 Batch   76/269 - Train Accuracy:  0.927, Validation Accuracy:  0.935, Loss:  0.038
Epoch  16 Batch   77/269 - Train Accuracy:  0.941, Validation Accuracy:  0.935, Loss:  0.038
Epoch  16 Batch   78/269 - Train Accuracy:  0.939, Validation Accuracy:  0.931, Loss:  0.039
Epoch  16 Batch   79/269 - Train Accuracy:  0.924, Validation Accuracy:  0.931, Loss:  0.039
Epoch  16 Batch   80/269 - Train Accuracy:  0.935, Validation Accuracy:  0.931, Loss:  0.039
Epoch  16 Batch   81/269 - Train Accuracy:  0.928, Validation Accuracy:  0.930, Loss:  0.045
Epoch  16 Batch   82/269 - Train Accuracy:  0.949, Validation Accuracy:  0.929, Loss:  0.034
Epoch  16 Batch   83/269 - Train Accuracy:  0.929, Validation Accuracy:  0.927, Loss:  0.049
Epoch  16 Batch   84/269 - Train Accuracy:  0.932, Validation Accuracy:  0.932, Loss:  0.038
Epoch  16 Batch   85/269 - Train Accuracy:  0.941, Validation Accuracy:  0.932, Loss:  0.036
Epoch  16 Batch   86/269 - Train Accuracy:  0.932, Validation Accuracy:  0.931, Loss:  0.034
Epoch  16 Batch   87/269 - Train Accuracy:  0.929, Validation Accuracy:  0.930, Loss:  0.041
Epoch  16 Batch   88/269 - Train Accuracy:  0.932, Validation Accuracy:  0.931, Loss:  0.040
Epoch  16 Batch   89/269 - Train Accuracy:  0.941, Validation Accuracy:  0.933, Loss:  0.036
Epoch  16 Batch   90/269 - Train Accuracy:  0.931, Validation Accuracy:  0.934, Loss:  0.040
Epoch  16 Batch   91/269 - Train Accuracy:  0.944, Validation Accuracy:  0.931, Loss:  0.037
Epoch  16 Batch   92/269 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.036
Epoch  16 Batch   93/269 - Train Accuracy:  0.945, Validation Accuracy:  0.936, Loss:  0.037
Epoch  16 Batch   94/269 - Train Accuracy:  0.934, Validation Accuracy:  0.936, Loss:  0.044
Epoch  16 Batch   95/269 - Train Accuracy:  0.935, Validation Accuracy:  0.934, Loss:  0.039
Epoch  16 Batch   96/269 - Train Accuracy:  0.919, Validation Accuracy:  0.933, Loss:  0.043
Epoch  16 Batch   97/269 - Train Accuracy:  0.946, Validation Accuracy:  0.934, Loss:  0.040
Epoch  16 Batch   98/269 - Train Accuracy:  0.939, Validation Accuracy:  0.935, Loss:  0.040
Epoch  16 Batch   99/269 - Train Accuracy:  0.932, Validation Accuracy:  0.934, Loss:  0.035
Epoch  16 Batch  100/269 - Train Accuracy:  0.941, Validation Accuracy:  0.936, Loss:  0.039
Epoch  16 Batch  101/269 - Train Accuracy:  0.917, Validation Accuracy:  0.935, Loss:  0.047
Epoch  16 Batch  102/269 - Train Accuracy:  0.932, Validation Accuracy:  0.935, Loss:  0.036
Epoch  16 Batch  103/269 - Train Accuracy:  0.943, Validation Accuracy:  0.934, Loss:  0.044
Epoch  16 Batch  104/269 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.037
Epoch  16 Batch  105/269 - Train Accuracy:  0.936, Validation Accuracy:  0.932, Loss:  0.038
Epoch  16 Batch  106/269 - Train Accuracy:  0.943, Validation Accuracy:  0.933, Loss:  0.033
Epoch  16 Batch  107/269 - Train Accuracy:  0.943, Validation Accuracy:  0.935, Loss:  0.038
Epoch  16 Batch  108/269 - Train Accuracy:  0.944, Validation Accuracy:  0.935, Loss:  0.037
Epoch  16 Batch  109/269 - Train Accuracy:  0.925, Validation Accuracy:  0.934, Loss:  0.043
Epoch  16 Batch  110/269 - Train Accuracy:  0.933, Validation Accuracy:  0.931, Loss:  0.037
Epoch  16 Batch  111/269 - Train Accuracy:  0.930, Validation Accuracy:  0.930, Loss:  0.042
Epoch  16 Batch  112/269 - Train Accuracy:  0.933, Validation Accuracy:  0.931, Loss:  0.042
Epoch  16 Batch  113/269 - Train Accuracy:  0.934, Validation Accuracy:  0.934, Loss:  0.039
Epoch  16 Batch  114/269 - Train Accuracy:  0.939, Validation Accuracy:  0.940, Loss:  0.039
Epoch  16 Batch  115/269 - Train Accuracy:  0.932, Validation Accuracy:  0.934, Loss:  0.040
Epoch  16 Batch  116/269 - Train Accuracy:  0.948, Validation Accuracy:  0.936, Loss:  0.038
Epoch  16 Batch  117/269 - Train Accuracy:  0.927, Validation Accuracy:  0.936, Loss:  0.036
Epoch  16 Batch  118/269 - Train Accuracy:  0.935, Validation Accuracy:  0.936, Loss:  0.035
Epoch  16 Batch  119/269 - Train Accuracy:  0.929, Validation Accuracy:  0.937, Loss:  0.040
Epoch  16 Batch  120/269 - Train Accuracy:  0.941, Validation Accuracy:  0.940, Loss:  0.040
Epoch  16 Batch  121/269 - Train Accuracy:  0.944, Validation Accuracy:  0.936, Loss:  0.034
Epoch  16 Batch  122/269 - Train Accuracy:  0.939, Validation Accuracy:  0.937, Loss:  0.036
Epoch  16 Batch  123/269 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.039
Epoch  16 Batch  124/269 - Train Accuracy:  0.942, Validation Accuracy:  0.929, Loss:  0.032
Epoch  16 Batch  125/269 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.035
Epoch  16 Batch  126/269 - Train Accuracy:  0.926, Validation Accuracy:  0.935, Loss:  0.037
Epoch  16 Batch  127/269 - Train Accuracy:  0.932, Validation Accuracy:  0.937, Loss:  0.037
Epoch  16 Batch  128/269 - Train Accuracy:  0.937, Validation Accuracy:  0.937, Loss:  0.037
Epoch  16 Batch  129/269 - Train Accuracy:  0.918, Validation Accuracy:  0.937, Loss:  0.039
Epoch  16 Batch  130/269 - Train Accuracy:  0.935, Validation Accuracy:  0.934, Loss:  0.040
Epoch  16 Batch  131/269 - Train Accuracy:  0.923, Validation Accuracy:  0.930, Loss:  0.039
Epoch  16 Batch  132/269 - Train Accuracy:  0.911, Validation Accuracy:  0.934, Loss:  0.040
Epoch  16 Batch  133/269 - Train Accuracy:  0.942, Validation Accuracy:  0.934, Loss:  0.032
Epoch  16 Batch  134/269 - Train Accuracy:  0.935, Validation Accuracy:  0.932, Loss:  0.039
Epoch  16 Batch  135/269 - Train Accuracy:  0.941, Validation Accuracy:  0.934, Loss:  0.038
Epoch  16 Batch  136/269 - Train Accuracy:  0.921, Validation Accuracy:  0.936, Loss:  0.043
Epoch  16 Batch  137/269 - Train Accuracy:  0.925, Validation Accuracy:  0.931, Loss:  0.043
Epoch  16 Batch  138/269 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.034
Epoch  16 Batch  139/269 - Train Accuracy:  0.949, Validation Accuracy:  0.935, Loss:  0.034
Epoch  16 Batch  140/269 - Train Accuracy:  0.940, Validation Accuracy:  0.936, Loss:  0.042
Epoch  16 Batch  141/269 - Train Accuracy:  0.933, Validation Accuracy:  0.938, Loss:  0.041
Epoch  16 Batch  142/269 - Train Accuracy:  0.924, Validation Accuracy:  0.940, Loss:  0.038
Epoch  16 Batch  143/269 - Train Accuracy:  0.945, Validation Accuracy:  0.940, Loss:  0.033
Epoch  16 Batch  144/269 - Train Accuracy:  0.949, Validation Accuracy:  0.939, Loss:  0.031
Epoch  16 Batch  145/269 - Train Accuracy:  0.943, Validation Accuracy:  0.935, Loss:  0.035
Epoch  16 Batch  146/269 - Train Accuracy:  0.931, Validation Accuracy:  0.931, Loss:  0.035
Epoch  16 Batch  147/269 - Train Accuracy:  0.934, Validation Accuracy:  0.933, Loss:  0.043
Epoch  16 Batch  148/269 - Train Accuracy:  0.935, Validation Accuracy:  0.938, Loss:  0.039
Epoch  16 Batch  149/269 - Train Accuracy:  0.929, Validation Accuracy:  0.937, Loss:  0.045
Epoch  16 Batch  150/269 - Train Accuracy:  0.935, Validation Accuracy:  0.938, Loss:  0.042
Epoch  16 Batch  151/269 - Train Accuracy:  0.942, Validation Accuracy:  0.935, Loss:  0.041
Epoch  16 Batch  152/269 - Train Accuracy:  0.933, Validation Accuracy:  0.933, Loss:  0.040
Epoch  16 Batch  153/269 - Train Accuracy:  0.945, Validation Accuracy:  0.937, Loss:  0.037
Epoch  16 Batch  154/269 - Train Accuracy:  0.949, Validation Accuracy:  0.940, Loss:  0.035
Epoch  16 Batch  155/269 - Train Accuracy:  0.932, Validation Accuracy:  0.941, Loss:  0.035
Epoch  16 Batch  156/269 - Train Accuracy:  0.933, Validation Accuracy:  0.940, Loss:  0.039
Epoch  16 Batch  157/269 - Train Accuracy:  0.934, Validation Accuracy:  0.938, Loss:  0.033
Epoch  16 Batch  158/269 - Train Accuracy:  0.931, Validation Accuracy:  0.936, Loss:  0.038
Epoch  16 Batch  159/269 - Train Accuracy:  0.931, Validation Accuracy:  0.933, Loss:  0.040
Epoch  16 Batch  160/269 - Train Accuracy:  0.934, Validation Accuracy:  0.935, Loss:  0.037
Epoch  16 Batch  161/269 - Train Accuracy:  0.941, Validation Accuracy:  0.934, Loss:  0.036
Epoch  16 Batch  162/269 - Train Accuracy:  0.941, Validation Accuracy:  0.936, Loss:  0.037
Epoch  16 Batch  163/269 - Train Accuracy:  0.941, Validation Accuracy:  0.941, Loss:  0.039
Epoch  16 Batch  164/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.037
Epoch  16 Batch  165/269 - Train Accuracy:  0.934, Validation Accuracy:  0.941, Loss:  0.036
Epoch  16 Batch  166/269 - Train Accuracy:  0.938, Validation Accuracy:  0.938, Loss:  0.037
Epoch  16 Batch  167/269 - Train Accuracy:  0.939, Validation Accuracy:  0.939, Loss:  0.038
Epoch  16 Batch  168/269 - Train Accuracy:  0.940, Validation Accuracy:  0.939, Loss:  0.038
Epoch  16 Batch  169/269 - Train Accuracy:  0.926, Validation Accuracy:  0.939, Loss:  0.035
Epoch  16 Batch  170/269 - Train Accuracy:  0.932, Validation Accuracy:  0.941, Loss:  0.035
Epoch  16 Batch  171/269 - Train Accuracy:  0.942, Validation Accuracy:  0.940, Loss:  0.037
Epoch  16 Batch  172/269 - Train Accuracy:  0.933, Validation Accuracy:  0.943, Loss:  0.043
Epoch  16 Batch  173/269 - Train Accuracy:  0.937, Validation Accuracy:  0.942, Loss:  0.034
Epoch  16 Batch  174/269 - Train Accuracy:  0.946, Validation Accuracy:  0.944, Loss:  0.038
Epoch  16 Batch  175/269 - Train Accuracy:  0.928, Validation Accuracy:  0.943, Loss:  0.047
Epoch  16 Batch  176/269 - Train Accuracy:  0.929, Validation Accuracy:  0.941, Loss:  0.043
Epoch  16 Batch  177/269 - Train Accuracy:  0.942, Validation Accuracy:  0.942, Loss:  0.037
Epoch  16 Batch  178/269 - Train Accuracy:  0.936, Validation Accuracy:  0.943, Loss:  0.032
Epoch  16 Batch  179/269 - Train Accuracy:  0.931, Validation Accuracy:  0.942, Loss:  0.037
Epoch  16 Batch  180/269 - Train Accuracy:  0.945, Validation Accuracy:  0.941, Loss:  0.033
Epoch  16 Batch  181/269 - Train Accuracy:  0.936, Validation Accuracy:  0.938, Loss:  0.042
Epoch  16 Batch  182/269 - Train Accuracy:  0.939, Validation Accuracy:  0.935, Loss:  0.035
Epoch  16 Batch  183/269 - Train Accuracy:  0.942, Validation Accuracy:  0.936, Loss:  0.029
Epoch  16 Batch  184/269 - Train Accuracy:  0.933, Validation Accuracy:  0.938, Loss:  0.035
Epoch  16 Batch  185/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.036
Epoch  16 Batch  186/269 - Train Accuracy:  0.933, Validation Accuracy:  0.943, Loss:  0.033
Epoch  16 Batch  187/269 - Train Accuracy:  0.936, Validation Accuracy:  0.942, Loss:  0.035
Epoch  16 Batch  188/269 - Train Accuracy:  0.942, Validation Accuracy:  0.942, Loss:  0.034
Epoch  16 Batch  189/269 - Train Accuracy:  0.949, Validation Accuracy:  0.935, Loss:  0.033
Epoch  16 Batch  190/269 - Train Accuracy:  0.940, Validation Accuracy:  0.937, Loss:  0.037
Epoch  16 Batch  191/269 - Train Accuracy:  0.930, Validation Accuracy:  0.939, Loss:  0.036
Epoch  16 Batch  192/269 - Train Accuracy:  0.939, Validation Accuracy:  0.939, Loss:  0.037
Epoch  16 Batch  193/269 - Train Accuracy:  0.940, Validation Accuracy:  0.941, Loss:  0.034
Epoch  16 Batch  194/269 - Train Accuracy:  0.932, Validation Accuracy:  0.941, Loss:  0.037
Epoch  16 Batch  195/269 - Train Accuracy:  0.928, Validation Accuracy:  0.939, Loss:  0.035
Epoch  16 Batch  196/269 - Train Accuracy:  0.938, Validation Accuracy:  0.940, Loss:  0.037
Epoch  16 Batch  197/269 - Train Accuracy:  0.927, Validation Accuracy:  0.944, Loss:  0.037
Epoch  16 Batch  198/269 - Train Accuracy:  0.938, Validation Accuracy:  0.944, Loss:  0.038
Epoch  16 Batch  199/269 - Train Accuracy:  0.938, Validation Accuracy:  0.944, Loss:  0.039
Epoch  16 Batch  200/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.034
Epoch  16 Batch  201/269 - Train Accuracy:  0.943, Validation Accuracy:  0.940, Loss:  0.037
Epoch  16 Batch  202/269 - Train Accuracy:  0.940, Validation Accuracy:  0.934, Loss:  0.035
Epoch  16 Batch  203/269 - Train Accuracy:  0.944, Validation Accuracy:  0.936, Loss:  0.038
Epoch  16 Batch  204/269 - Train Accuracy:  0.938, Validation Accuracy:  0.938, Loss:  0.038
Epoch  16 Batch  205/269 - Train Accuracy:  0.950, Validation Accuracy:  0.941, Loss:  0.036
Epoch  16 Batch  206/269 - Train Accuracy:  0.926, Validation Accuracy:  0.942, Loss:  0.041
Epoch  16 Batch  207/269 - Train Accuracy:  0.931, Validation Accuracy:  0.940, Loss:  0.036
Epoch  16 Batch  208/269 - Train Accuracy:  0.943, Validation Accuracy:  0.941, Loss:  0.038
Epoch  16 Batch  209/269 - Train Accuracy:  0.945, Validation Accuracy:  0.939, Loss:  0.036
Epoch  16 Batch  210/269 - Train Accuracy:  0.941, Validation Accuracy:  0.940, Loss:  0.034
Epoch  16 Batch  211/269 - Train Accuracy:  0.944, Validation Accuracy:  0.943, Loss:  0.038
Epoch  16 Batch  212/269 - Train Accuracy:  0.938, Validation Accuracy:  0.942, Loss:  0.042
Epoch  16 Batch  213/269 - Train Accuracy:  0.943, Validation Accuracy:  0.938, Loss:  0.035
Epoch  16 Batch  214/269 - Train Accuracy:  0.939, Validation Accuracy:  0.939, Loss:  0.038
Epoch  16 Batch  215/269 - Train Accuracy:  0.929, Validation Accuracy:  0.937, Loss:  0.037
Epoch  16 Batch  216/269 - Train Accuracy:  0.920, Validation Accuracy:  0.937, Loss:  0.049
Epoch  16 Batch  217/269 - Train Accuracy:  0.926, Validation Accuracy:  0.935, Loss:  0.040
Epoch  16 Batch  218/269 - Train Accuracy:  0.944, Validation Accuracy:  0.934, Loss:  0.034
Epoch  16 Batch  219/269 - Train Accuracy:  0.940, Validation Accuracy:  0.936, Loss:  0.037
Epoch  16 Batch  220/269 - Train Accuracy:  0.928, Validation Accuracy:  0.938, Loss:  0.039
Epoch  16 Batch  221/269 - Train Accuracy:  0.932, Validation Accuracy:  0.938, Loss:  0.036
Epoch  16 Batch  222/269 - Train Accuracy:  0.951, Validation Accuracy:  0.938, Loss:  0.033
Epoch  16 Batch  223/269 - Train Accuracy:  0.932, Validation Accuracy:  0.938, Loss:  0.034
Epoch  16 Batch  224/269 - Train Accuracy:  0.932, Validation Accuracy:  0.940, Loss:  0.043
Epoch  16 Batch  225/269 - Train Accuracy:  0.930, Validation Accuracy:  0.939, Loss:  0.034
Epoch  16 Batch  226/269 - Train Accuracy:  0.944, Validation Accuracy:  0.935, Loss:  0.039
Epoch  16 Batch  227/269 - Train Accuracy:  0.941, Validation Accuracy:  0.936, Loss:  0.046
Epoch  16 Batch  228/269 - Train Accuracy:  0.942, Validation Accuracy:  0.937, Loss:  0.033
Epoch  16 Batch  229/269 - Train Accuracy:  0.939, Validation Accuracy:  0.938, Loss:  0.036
Epoch  16 Batch  230/269 - Train Accuracy:  0.945, Validation Accuracy:  0.938, Loss:  0.036
Epoch  16 Batch  231/269 - Train Accuracy:  0.931, Validation Accuracy:  0.941, Loss:  0.036
Epoch  16 Batch  232/269 - Train Accuracy:  0.938, Validation Accuracy:  0.941, Loss:  0.033
Epoch  16 Batch  233/269 - Train Accuracy:  0.948, Validation Accuracy:  0.940, Loss:  0.042
Epoch  16 Batch  234/269 - Train Accuracy:  0.938, Validation Accuracy:  0.940, Loss:  0.034
Epoch  16 Batch  235/269 - Train Accuracy:  0.961, Validation Accuracy:  0.939, Loss:  0.030
Epoch  16 Batch  236/269 - Train Accuracy:  0.940, Validation Accuracy:  0.938, Loss:  0.033
Epoch  16 Batch  237/269 - Train Accuracy:  0.946, Validation Accuracy:  0.937, Loss:  0.033
Epoch  16 Batch  238/269 - Train Accuracy:  0.941, Validation Accuracy:  0.937, Loss:  0.036
Epoch  16 Batch  239/269 - Train Accuracy:  0.944, Validation Accuracy:  0.939, Loss:  0.034
Epoch  16 Batch  240/269 - Train Accuracy:  0.940, Validation Accuracy:  0.936, Loss:  0.032
Epoch  16 Batch  241/269 - Train Accuracy:  0.930, Validation Accuracy:  0.937, Loss:  0.042
Epoch  16 Batch  242/269 - Train Accuracy:  0.946, Validation Accuracy:  0.939, Loss:  0.035
Epoch  16 Batch  243/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.032
Epoch  16 Batch  244/269 - Train Accuracy:  0.930, Validation Accuracy:  0.943, Loss:  0.037
Epoch  16 Batch  245/269 - Train Accuracy:  0.932, Validation Accuracy:  0.942, Loss:  0.037
Epoch  16 Batch  246/269 - Train Accuracy:  0.932, Validation Accuracy:  0.944, Loss:  0.039
Epoch  16 Batch  247/269 - Train Accuracy:  0.943, Validation Accuracy:  0.942, Loss:  0.035
Epoch  16 Batch  248/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.032
Epoch  16 Batch  249/269 - Train Accuracy:  0.936, Validation Accuracy:  0.938, Loss:  0.032
Epoch  16 Batch  250/269 - Train Accuracy:  0.945, Validation Accuracy:  0.941, Loss:  0.034
Epoch  16 Batch  251/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.032
Epoch  16 Batch  252/269 - Train Accuracy:  0.951, Validation Accuracy:  0.944, Loss:  0.027
Epoch  16 Batch  253/269 - Train Accuracy:  0.926, Validation Accuracy:  0.940, Loss:  0.037
Epoch  16 Batch  254/269 - Train Accuracy:  0.934, Validation Accuracy:  0.940, Loss:  0.036
Epoch  16 Batch  255/269 - Train Accuracy:  0.942, Validation Accuracy:  0.938, Loss:  0.037
Epoch  16 Batch  256/269 - Train Accuracy:  0.927, Validation Accuracy:  0.942, Loss:  0.033
Epoch  16 Batch  257/269 - Train Accuracy:  0.939, Validation Accuracy:  0.940, Loss:  0.039
Epoch  16 Batch  258/269 - Train Accuracy:  0.940, Validation Accuracy:  0.936, Loss:  0.037
Epoch  16 Batch  259/269 - Train Accuracy:  0.944, Validation Accuracy:  0.937, Loss:  0.035
Epoch  16 Batch  260/269 - Train Accuracy:  0.942, Validation Accuracy:  0.944, Loss:  0.040
Epoch  16 Batch  261/269 - Train Accuracy:  0.937, Validation Accuracy:  0.943, Loss:  0.035
Epoch  16 Batch  262/269 - Train Accuracy:  0.936, Validation Accuracy:  0.941, Loss:  0.037
Epoch  16 Batch  263/269 - Train Accuracy:  0.937, Validation Accuracy:  0.939, Loss:  0.037
Epoch  16 Batch  264/269 - Train Accuracy:  0.921, Validation Accuracy:  0.938, Loss:  0.039
Epoch  16 Batch  265/269 - Train Accuracy:  0.930, Validation Accuracy:  0.940, Loss:  0.037
Epoch  16 Batch  266/269 - Train Accuracy:  0.943, Validation Accuracy:  0.936, Loss:  0.033
Epoch  16 Batch  267/269 - Train Accuracy:  0.950, Validation Accuracy:  0.937, Loss:  0.039
Epoch  17 Batch    0/269 - Train Accuracy:  0.941, Validation Accuracy:  0.939, Loss:  0.040
Epoch  17 Batch    1/269 - Train Accuracy:  0.943, Validation Accuracy:  0.946, Loss:  0.035
Epoch  17 Batch    2/269 - Train Accuracy:  0.938, Validation Accuracy:  0.941, Loss:  0.038
Epoch  17 Batch    3/269 - Train Accuracy:  0.952, Validation Accuracy:  0.940, Loss:  0.034
Epoch  17 Batch    4/269 - Train Accuracy:  0.922, Validation Accuracy:  0.941, Loss:  0.037
Epoch  17 Batch    5/269 - Train Accuracy:  0.940, Validation Accuracy:  0.937, Loss:  0.036
Epoch  17 Batch    6/269 - Train Accuracy:  0.941, Validation Accuracy:  0.941, Loss:  0.032
Epoch  17 Batch    7/269 - Train Accuracy:  0.934, Validation Accuracy:  0.938, Loss:  0.033
Epoch  17 Batch    8/269 - Train Accuracy:  0.944, Validation Accuracy:  0.937, Loss:  0.039
Epoch  17 Batch    9/269 - Train Accuracy:  0.930, Validation Accuracy:  0.932, Loss:  0.037
Epoch  17 Batch   10/269 - Train Accuracy:  0.931, Validation Accuracy:  0.934, Loss:  0.032
Epoch  17 Batch   11/269 - Train Accuracy:  0.934, Validation Accuracy:  0.939, Loss:  0.041
Epoch  17 Batch   12/269 - Train Accuracy:  0.932, Validation Accuracy:  0.937, Loss:  0.041
Epoch  17 Batch   13/269 - Train Accuracy:  0.937, Validation Accuracy:  0.939, Loss:  0.031
Epoch  17 Batch   14/269 - Train Accuracy:  0.934, Validation Accuracy:  0.939, Loss:  0.035
Epoch  17 Batch   15/269 - Train Accuracy:  0.940, Validation Accuracy:  0.941, Loss:  0.028
Epoch  17 Batch   16/269 - Train Accuracy:  0.934, Validation Accuracy:  0.940, Loss:  0.041
Epoch  17 Batch   17/269 - Train Accuracy:  0.931, Validation Accuracy:  0.938, Loss:  0.029
Epoch  17 Batch   18/269 - Train Accuracy:  0.930, Validation Accuracy:  0.940, Loss:  0.037
Epoch  17 Batch   19/269 - Train Accuracy:  0.949, Validation Accuracy:  0.936, Loss:  0.029
Epoch  17 Batch   20/269 - Train Accuracy:  0.947, Validation Accuracy:  0.938, Loss:  0.033
Epoch  17 Batch   21/269 - Train Accuracy:  0.925, Validation Accuracy:  0.940, Loss:  0.044
Epoch  17 Batch   22/269 - Train Accuracy:  0.949, Validation Accuracy:  0.937, Loss:  0.032
Epoch  17 Batch   23/269 - Train Accuracy:  0.932, Validation Accuracy:  0.936, Loss:  0.037
Epoch  17 Batch   24/269 - Train Accuracy:  0.936, Validation Accuracy:  0.940, Loss:  0.034
Epoch  17 Batch   25/269 - Train Accuracy:  0.937, Validation Accuracy:  0.939, Loss:  0.037
Epoch  17 Batch   26/269 - Train Accuracy:  0.933, Validation Accuracy:  0.934, Loss:  0.032
Epoch  17 Batch   27/269 - Train Accuracy:  0.935, Validation Accuracy:  0.942, Loss:  0.034
Epoch  17 Batch   28/269 - Train Accuracy:  0.924, Validation Accuracy:  0.941, Loss:  0.038
Epoch  17 Batch   29/269 - Train Accuracy:  0.938, Validation Accuracy:  0.936, Loss:  0.037
Epoch  17 Batch   30/269 - Train Accuracy:  0.938, Validation Accuracy:  0.936, Loss:  0.036
Epoch  17 Batch   31/269 - Train Accuracy:  0.945, Validation Accuracy:  0.940, Loss:  0.036
Epoch  17 Batch   32/269 - Train Accuracy:  0.948, Validation Accuracy:  0.935, Loss:  0.032
Epoch  17 Batch   33/269 - Train Accuracy:  0.939, Validation Accuracy:  0.932, Loss:  0.031
Epoch  17 Batch   34/269 - Train Accuracy:  0.938, Validation Accuracy:  0.932, Loss:  0.033
Epoch  17 Batch   35/269 - Train Accuracy:  0.939, Validation Accuracy:  0.939, Loss:  0.042
Epoch  17 Batch   36/269 - Train Accuracy:  0.939, Validation Accuracy:  0.940, Loss:  0.036
Epoch  17 Batch   37/269 - Train Accuracy:  0.929, Validation Accuracy:  0.941, Loss:  0.039
Epoch  17 Batch   38/269 - Train Accuracy:  0.932, Validation Accuracy:  0.944, Loss:  0.033
Epoch  17 Batch   39/269 - Train Accuracy:  0.941, Validation Accuracy:  0.945, Loss:  0.035
Epoch  17 Batch   40/269 - Train Accuracy:  0.929, Validation Accuracy:  0.943, Loss:  0.039
Epoch  17 Batch   41/269 - Train Accuracy:  0.928, Validation Accuracy:  0.939, Loss:  0.038
Epoch  17 Batch   42/269 - Train Accuracy:  0.951, Validation Accuracy:  0.940, Loss:  0.032
Epoch  17 Batch   43/269 - Train Accuracy:  0.940, Validation Accuracy:  0.941, Loss:  0.034
Epoch  17 Batch   44/269 - Train Accuracy:  0.937, Validation Accuracy:  0.943, Loss:  0.035
Epoch  17 Batch   45/269 - Train Accuracy:  0.936, Validation Accuracy:  0.943, Loss:  0.037
Epoch  17 Batch   46/269 - Train Accuracy:  0.938, Validation Accuracy:  0.946, Loss:  0.032
Epoch  17 Batch   47/269 - Train Accuracy:  0.945, Validation Accuracy:  0.946, Loss:  0.031
Epoch  17 Batch   48/269 - Train Accuracy:  0.942, Validation Accuracy:  0.947, Loss:  0.034
Epoch  17 Batch   49/269 - Train Accuracy:  0.934, Validation Accuracy:  0.946, Loss:  0.033
Epoch  17 Batch   50/269 - Train Accuracy:  0.924, Validation Accuracy:  0.946, Loss:  0.041
Epoch  17 Batch   51/269 - Train Accuracy:  0.946, Validation Accuracy:  0.946, Loss:  0.034
Epoch  17 Batch   52/269 - Train Accuracy:  0.931, Validation Accuracy:  0.944, Loss:  0.029
Epoch  17 Batch   53/269 - Train Accuracy:  0.930, Validation Accuracy:  0.941, Loss:  0.038
Epoch  17 Batch   54/269 - Train Accuracy:  0.949, Validation Accuracy:  0.934, Loss:  0.032
Epoch  17 Batch   55/269 - Train Accuracy:  0.941, Validation Accuracy:  0.929, Loss:  0.035
Epoch  17 Batch   56/269 - Train Accuracy:  0.941, Validation Accuracy:  0.930, Loss:  0.034
Epoch  17 Batch   57/269 - Train Accuracy:  0.937, Validation Accuracy:  0.937, Loss:  0.039
Epoch  17 Batch   58/269 - Train Accuracy:  0.949, Validation Accuracy:  0.940, Loss:  0.036
Epoch  17 Batch   59/269 - Train Accuracy:  0.954, Validation Accuracy:  0.941, Loss:  0.026
Epoch  17 Batch   60/269 - Train Accuracy:  0.947, Validation Accuracy:  0.945, Loss:  0.032
Epoch  17 Batch   61/269 - Train Accuracy:  0.938, Validation Accuracy:  0.946, Loss:  0.032
Epoch  17 Batch   62/269 - Train Accuracy:  0.934, Validation Accuracy:  0.945, Loss:  0.037
Epoch  17 Batch   63/269 - Train Accuracy:  0.935, Validation Accuracy:  0.945, Loss:  0.040
Epoch  17 Batch   64/269 - Train Accuracy:  0.943, Validation Accuracy:  0.943, Loss:  0.031
Epoch  17 Batch   65/269 - Train Accuracy:  0.941, Validation Accuracy:  0.942, Loss:  0.033
Epoch  17 Batch   66/269 - Train Accuracy:  0.925, Validation Accuracy:  0.941, Loss:  0.038
Epoch  17 Batch   67/269 - Train Accuracy:  0.937, Validation Accuracy:  0.939, Loss:  0.039
Epoch  17 Batch   68/269 - Train Accuracy:  0.938, Validation Accuracy:  0.935, Loss:  0.038
Epoch  17 Batch   69/269 - Train Accuracy:  0.914, Validation Accuracy:  0.933, Loss:  0.044
Epoch  17 Batch   70/269 - Train Accuracy:  0.949, Validation Accuracy:  0.936, Loss:  0.036
Epoch  17 Batch   71/269 - Train Accuracy:  0.947, Validation Accuracy:  0.939, Loss:  0.040
Epoch  17 Batch   72/269 - Train Accuracy:  0.928, Validation Accuracy:  0.939, Loss:  0.038
Epoch  17 Batch   73/269 - Train Accuracy:  0.924, Validation Accuracy:  0.940, Loss:  0.039
Epoch  17 Batch   74/269 - Train Accuracy:  0.944, Validation Accuracy:  0.941, Loss:  0.035
Epoch  17 Batch   75/269 - Train Accuracy:  0.929, Validation Accuracy:  0.940, Loss:  0.039
Epoch  17 Batch   76/269 - Train Accuracy:  0.929, Validation Accuracy:  0.939, Loss:  0.033
Epoch  17 Batch   77/269 - Train Accuracy:  0.949, Validation Accuracy:  0.936, Loss:  0.035
Epoch  17 Batch   78/269 - Train Accuracy:  0.941, Validation Accuracy:  0.931, Loss:  0.034
Epoch  17 Batch   79/269 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.035
Epoch  17 Batch   80/269 - Train Accuracy:  0.939, Validation Accuracy:  0.935, Loss:  0.036
Epoch  17 Batch   81/269 - Train Accuracy:  0.934, Validation Accuracy:  0.934, Loss:  0.040
Epoch  17 Batch   82/269 - Train Accuracy:  0.953, Validation Accuracy:  0.934, Loss:  0.029
Epoch  17 Batch   83/269 - Train Accuracy:  0.932, Validation Accuracy:  0.934, Loss:  0.045
Epoch  17 Batch   84/269 - Train Accuracy:  0.941, Validation Accuracy:  0.935, Loss:  0.033
Epoch  17 Batch   85/269 - Train Accuracy:  0.940, Validation Accuracy:  0.935, Loss:  0.033
Epoch  17 Batch   86/269 - Train Accuracy:  0.939, Validation Accuracy:  0.935, Loss:  0.031
Epoch  17 Batch   87/269 - Train Accuracy:  0.939, Validation Accuracy:  0.933, Loss:  0.036
Epoch  17 Batch   88/269 - Train Accuracy:  0.929, Validation Accuracy:  0.933, Loss:  0.035
Epoch  17 Batch   89/269 - Train Accuracy:  0.941, Validation Accuracy:  0.932, Loss:  0.032
Epoch  17 Batch   90/269 - Train Accuracy:  0.935, Validation Accuracy:  0.934, Loss:  0.036
Epoch  17 Batch   91/269 - Train Accuracy:  0.942, Validation Accuracy:  0.935, Loss:  0.033
Epoch  17 Batch   92/269 - Train Accuracy:  0.939, Validation Accuracy:  0.939, Loss:  0.032
Epoch  17 Batch   93/269 - Train Accuracy:  0.947, Validation Accuracy:  0.940, Loss:  0.032
Epoch  17 Batch   94/269 - Train Accuracy:  0.940, Validation Accuracy:  0.939, Loss:  0.039
Epoch  17 Batch   95/269 - Train Accuracy:  0.941, Validation Accuracy:  0.941, Loss:  0.034
Epoch  17 Batch   96/269 - Train Accuracy:  0.926, Validation Accuracy:  0.936, Loss:  0.038
Epoch  17 Batch   97/269 - Train Accuracy:  0.948, Validation Accuracy:  0.941, Loss:  0.036
Epoch  17 Batch   98/269 - Train Accuracy:  0.941, Validation Accuracy:  0.943, Loss:  0.036
Epoch  17 Batch   99/269 - Train Accuracy:  0.939, Validation Accuracy:  0.943, Loss:  0.032
Epoch  17 Batch  100/269 - Train Accuracy:  0.946, Validation Accuracy:  0.943, Loss:  0.036
Epoch  17 Batch  101/269 - Train Accuracy:  0.924, Validation Accuracy:  0.941, Loss:  0.042
Epoch  17 Batch  102/269 - Train Accuracy:  0.935, Validation Accuracy:  0.941, Loss:  0.033
Epoch  17 Batch  103/269 - Train Accuracy:  0.948, Validation Accuracy:  0.941, Loss:  0.038
Epoch  17 Batch  104/269 - Train Accuracy:  0.941, Validation Accuracy:  0.938, Loss:  0.033
Epoch  17 Batch  105/269 - Train Accuracy:  0.940, Validation Accuracy:  0.943, Loss:  0.034
Epoch  17 Batch  106/269 - Train Accuracy:  0.944, Validation Accuracy:  0.942, Loss:  0.030
Epoch  17 Batch  107/269 - Train Accuracy:  0.938, Validation Accuracy:  0.943, Loss:  0.034
Epoch  17 Batch  108/269 - Train Accuracy:  0.951, Validation Accuracy:  0.940, Loss:  0.032
Epoch  17 Batch  109/269 - Train Accuracy:  0.927, Validation Accuracy:  0.939, Loss:  0.038
Epoch  17 Batch  110/269 - Train Accuracy:  0.938, Validation Accuracy:  0.934, Loss:  0.033
Epoch  17 Batch  111/269 - Train Accuracy:  0.934, Validation Accuracy:  0.935, Loss:  0.037
Epoch  17 Batch  112/269 - Train Accuracy:  0.938, Validation Accuracy:  0.941, Loss:  0.038
Epoch  17 Batch  113/269 - Train Accuracy:  0.934, Validation Accuracy:  0.944, Loss:  0.035
Epoch  17 Batch  114/269 - Train Accuracy:  0.944, Validation Accuracy:  0.936, Loss:  0.035
Epoch  17 Batch  115/269 - Train Accuracy:  0.936, Validation Accuracy:  0.944, Loss:  0.038
Epoch  17 Batch  116/269 - Train Accuracy:  0.951, Validation Accuracy:  0.940, Loss:  0.033
Epoch  17 Batch  117/269 - Train Accuracy:  0.936, Validation Accuracy:  0.940, Loss:  0.032
Epoch  17 Batch  118/269 - Train Accuracy:  0.938, Validation Accuracy:  0.943, Loss:  0.032
Epoch  17 Batch  119/269 - Train Accuracy:  0.937, Validation Accuracy:  0.942, Loss:  0.036
Epoch  17 Batch  120/269 - Train Accuracy:  0.936, Validation Accuracy:  0.936, Loss:  0.036
Epoch  17 Batch  121/269 - Train Accuracy:  0.942, Validation Accuracy:  0.934, Loss:  0.030
Epoch  17 Batch  122/269 - Train Accuracy:  0.938, Validation Accuracy:  0.936, Loss:  0.033
Epoch  17 Batch  123/269 - Train Accuracy:  0.936, Validation Accuracy:  0.934, Loss:  0.035
Epoch  17 Batch  124/269 - Train Accuracy:  0.942, Validation Accuracy:  0.933, Loss:  0.029
Epoch  17 Batch  125/269 - Train Accuracy:  0.947, Validation Accuracy:  0.933, Loss:  0.031
Epoch  17 Batch  126/269 - Train Accuracy:  0.931, Validation Accuracy:  0.940, Loss:  0.033
Epoch  17 Batch  127/269 - Train Accuracy:  0.935, Validation Accuracy:  0.937, Loss:  0.033
Epoch  17 Batch  128/269 - Train Accuracy:  0.942, Validation Accuracy:  0.942, Loss:  0.034
Epoch  17 Batch  129/269 - Train Accuracy:  0.929, Validation Accuracy:  0.940, Loss:  0.035
Epoch  17 Batch  130/269 - Train Accuracy:  0.939, Validation Accuracy:  0.937, Loss:  0.036
Epoch  17 Batch  131/269 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.035
Epoch  17 Batch  132/269 - Train Accuracy:  0.919, Validation Accuracy:  0.938, Loss:  0.037
Epoch  17 Batch  133/269 - Train Accuracy:  0.945, Validation Accuracy:  0.938, Loss:  0.029
Epoch  17 Batch  134/269 - Train Accuracy:  0.938, Validation Accuracy:  0.937, Loss:  0.035
Epoch  17 Batch  135/269 - Train Accuracy:  0.944, Validation Accuracy:  0.938, Loss:  0.033
Epoch  17 Batch  136/269 - Train Accuracy:  0.929, Validation Accuracy:  0.937, Loss:  0.038
Epoch  17 Batch  137/269 - Train Accuracy:  0.922, Validation Accuracy:  0.934, Loss:  0.040
Epoch  17 Batch  138/269 - Train Accuracy:  0.936, Validation Accuracy:  0.935, Loss:  0.030
Epoch  17 Batch  139/269 - Train Accuracy:  0.953, Validation Accuracy:  0.939, Loss:  0.030
Epoch  17 Batch  140/269 - Train Accuracy:  0.943, Validation Accuracy:  0.940, Loss:  0.038
Epoch  17 Batch  141/269 - Train Accuracy:  0.939, Validation Accuracy:  0.941, Loss:  0.036
Epoch  17 Batch  142/269 - Train Accuracy:  0.935, Validation Accuracy:  0.940, Loss:  0.034
Epoch  17 Batch  143/269 - Train Accuracy:  0.948, Validation Accuracy:  0.941, Loss:  0.030
Epoch  17 Batch  144/269 - Train Accuracy:  0.956, Validation Accuracy:  0.943, Loss:  0.027
Epoch  17 Batch  145/269 - Train Accuracy:  0.943, Validation Accuracy:  0.942, Loss:  0.032
Epoch  17 Batch  146/269 - Train Accuracy:  0.933, Validation Accuracy:  0.940, Loss:  0.032
Epoch  17 Batch  147/269 - Train Accuracy:  0.941, Validation Accuracy:  0.945, Loss:  0.039
Epoch  17 Batch  148/269 - Train Accuracy:  0.936, Validation Accuracy:  0.944, Loss:  0.035
Epoch  17 Batch  149/269 - Train Accuracy:  0.932, Validation Accuracy:  0.939, Loss:  0.040
Epoch  17 Batch  150/269 - Train Accuracy:  0.938, Validation Accuracy:  0.938, Loss:  0.037
Epoch  17 Batch  151/269 - Train Accuracy:  0.944, Validation Accuracy:  0.937, Loss:  0.037
Epoch  17 Batch  152/269 - Train Accuracy:  0.934, Validation Accuracy:  0.938, Loss:  0.035
Epoch  17 Batch  153/269 - Train Accuracy:  0.952, Validation Accuracy:  0.941, Loss:  0.034
Epoch  17 Batch  154/269 - Train Accuracy:  0.947, Validation Accuracy:  0.944, Loss:  0.032
Epoch  17 Batch  155/269 - Train Accuracy:  0.935, Validation Accuracy:  0.944, Loss:  0.032
Epoch  17 Batch  156/269 - Train Accuracy:  0.939, Validation Accuracy:  0.945, Loss:  0.035
Epoch  17 Batch  157/269 - Train Accuracy:  0.939, Validation Accuracy:  0.942, Loss:  0.030
Epoch  17 Batch  158/269 - Train Accuracy:  0.934, Validation Accuracy:  0.939, Loss:  0.034
Epoch  17 Batch  159/269 - Train Accuracy:  0.937, Validation Accuracy:  0.940, Loss:  0.036
Epoch  17 Batch  160/269 - Train Accuracy:  0.939, Validation Accuracy:  0.942, Loss:  0.032
Epoch  17 Batch  161/269 - Train Accuracy:  0.944, Validation Accuracy:  0.939, Loss:  0.033
Epoch  17 Batch  162/269 - Train Accuracy:  0.944, Validation Accuracy:  0.940, Loss:  0.033
Epoch  17 Batch  163/269 - Train Accuracy:  0.942, Validation Accuracy:  0.942, Loss:  0.034
Epoch  17 Batch  164/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.032
Epoch  17 Batch  165/269 - Train Accuracy:  0.935, Validation Accuracy:  0.944, Loss:  0.032
Epoch  17 Batch  166/269 - Train Accuracy:  0.941, Validation Accuracy:  0.942, Loss:  0.034
Epoch  17 Batch  167/269 - Train Accuracy:  0.941, Validation Accuracy:  0.942, Loss:  0.034
Epoch  17 Batch  168/269 - Train Accuracy:  0.943, Validation Accuracy:  0.940, Loss:  0.034
Epoch  17 Batch  169/269 - Train Accuracy:  0.934, Validation Accuracy:  0.941, Loss:  0.032
Epoch  17 Batch  170/269 - Train Accuracy:  0.940, Validation Accuracy:  0.945, Loss:  0.031
Epoch  17 Batch  171/269 - Train Accuracy:  0.946, Validation Accuracy:  0.947, Loss:  0.034
Epoch  17 Batch  172/269 - Train Accuracy:  0.940, Validation Accuracy:  0.945, Loss:  0.038
Epoch  17 Batch  173/269 - Train Accuracy:  0.939, Validation Accuracy:  0.943, Loss:  0.031
Epoch  17 Batch  174/269 - Train Accuracy:  0.944, Validation Accuracy:  0.944, Loss:  0.034
Epoch  17 Batch  175/269 - Train Accuracy:  0.931, Validation Accuracy:  0.943, Loss:  0.043
Epoch  17 Batch  176/269 - Train Accuracy:  0.938, Validation Accuracy:  0.940, Loss:  0.039
Epoch  17 Batch  177/269 - Train Accuracy:  0.946, Validation Accuracy:  0.942, Loss:  0.034
Epoch  17 Batch  178/269 - Train Accuracy:  0.943, Validation Accuracy:  0.944, Loss:  0.029
Epoch  17 Batch  179/269 - Train Accuracy:  0.935, Validation Accuracy:  0.945, Loss:  0.033
Epoch  17 Batch  180/269 - Train Accuracy:  0.950, Validation Accuracy:  0.943, Loss:  0.030
Epoch  17 Batch  181/269 - Train Accuracy:  0.940, Validation Accuracy:  0.940, Loss:  0.037
Epoch  17 Batch  182/269 - Train Accuracy:  0.943, Validation Accuracy:  0.939, Loss:  0.032
Epoch  17 Batch  183/269 - Train Accuracy:  0.949, Validation Accuracy:  0.940, Loss:  0.026
Epoch  17 Batch  184/269 - Train Accuracy:  0.939, Validation Accuracy:  0.943, Loss:  0.032
Epoch  17 Batch  185/269 - Train Accuracy:  0.957, Validation Accuracy:  0.945, Loss:  0.032
Epoch  17 Batch  186/269 - Train Accuracy:  0.938, Validation Accuracy:  0.948, Loss:  0.029
Epoch  17 Batch  187/269 - Train Accuracy:  0.938, Validation Accuracy:  0.945, Loss:  0.031
Epoch  17 Batch  188/269 - Train Accuracy:  0.947, Validation Accuracy:  0.945, Loss:  0.030
Epoch  17 Batch  189/269 - Train Accuracy:  0.953, Validation Accuracy:  0.943, Loss:  0.030
Epoch  17 Batch  190/269 - Train Accuracy:  0.946, Validation Accuracy:  0.941, Loss:  0.034
Epoch  17 Batch  191/269 - Train Accuracy:  0.936, Validation Accuracy:  0.940, Loss:  0.033
Epoch  17 Batch  192/269 - Train Accuracy:  0.943, Validation Accuracy:  0.940, Loss:  0.033
Epoch  17 Batch  193/269 - Train Accuracy:  0.939, Validation Accuracy:  0.940, Loss:  0.031
Epoch  17 Batch  194/269 - Train Accuracy:  0.941, Validation Accuracy:  0.940, Loss:  0.032
Epoch  17 Batch  195/269 - Train Accuracy:  0.931, Validation Accuracy:  0.944, Loss:  0.032
Epoch  17 Batch  196/269 - Train Accuracy:  0.943, Validation Accuracy:  0.945, Loss:  0.034
Epoch  17 Batch  197/269 - Train Accuracy:  0.939, Validation Accuracy:  0.945, Loss:  0.033
Epoch  17 Batch  198/269 - Train Accuracy:  0.939, Validation Accuracy:  0.947, Loss:  0.034
Epoch  17 Batch  199/269 - Train Accuracy:  0.943, Validation Accuracy:  0.944, Loss:  0.035
Epoch  17 Batch  200/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.031
Epoch  17 Batch  201/269 - Train Accuracy:  0.946, Validation Accuracy:  0.942, Loss:  0.033
Epoch  17 Batch  202/269 - Train Accuracy:  0.936, Validation Accuracy:  0.938, Loss:  0.032
Epoch  17 Batch  203/269 - Train Accuracy:  0.946, Validation Accuracy:  0.939, Loss:  0.035
Epoch  17 Batch  204/269 - Train Accuracy:  0.944, Validation Accuracy:  0.947, Loss:  0.035
Epoch  17 Batch  205/269 - Train Accuracy:  0.951, Validation Accuracy:  0.943, Loss:  0.032
Epoch  17 Batch  206/269 - Train Accuracy:  0.933, Validation Accuracy:  0.942, Loss:  0.037
Epoch  17 Batch  207/269 - Train Accuracy:  0.937, Validation Accuracy:  0.941, Loss:  0.032
Epoch  17 Batch  208/269 - Train Accuracy:  0.945, Validation Accuracy:  0.940, Loss:  0.034
Epoch  17 Batch  209/269 - Train Accuracy:  0.949, Validation Accuracy:  0.940, Loss:  0.032
Epoch  17 Batch  210/269 - Train Accuracy:  0.943, Validation Accuracy:  0.940, Loss:  0.030
Epoch  17 Batch  211/269 - Train Accuracy:  0.950, Validation Accuracy:  0.944, Loss:  0.035
Epoch  17 Batch  212/269 - Train Accuracy:  0.940, Validation Accuracy:  0.939, Loss:  0.038
Epoch  17 Batch  213/269 - Train Accuracy:  0.949, Validation Accuracy:  0.938, Loss:  0.031
Epoch  17 Batch  214/269 - Train Accuracy:  0.940, Validation Accuracy:  0.943, Loss:  0.034
Epoch  17 Batch  215/269 - Train Accuracy:  0.935, Validation Accuracy:  0.946, Loss:  0.034
Epoch  17 Batch  216/269 - Train Accuracy:  0.925, Validation Accuracy:  0.943, Loss:  0.045
Epoch  17 Batch  217/269 - Train Accuracy:  0.931, Validation Accuracy:  0.939, Loss:  0.037
Epoch  17 Batch  218/269 - Train Accuracy:  0.946, Validation Accuracy:  0.940, Loss:  0.030
Epoch  17 Batch  219/269 - Train Accuracy:  0.947, Validation Accuracy:  0.938, Loss:  0.033
Epoch  17 Batch  220/269 - Train Accuracy:  0.933, Validation Accuracy:  0.938, Loss:  0.035
Epoch  17 Batch  221/269 - Train Accuracy:  0.937, Validation Accuracy:  0.940, Loss:  0.032
Epoch  17 Batch  222/269 - Train Accuracy:  0.954, Validation Accuracy:  0.939, Loss:  0.029
Epoch  17 Batch  223/269 - Train Accuracy:  0.935, Validation Accuracy:  0.939, Loss:  0.030
Epoch  17 Batch  224/269 - Train Accuracy:  0.941, Validation Accuracy:  0.940, Loss:  0.040
Epoch  17 Batch  225/269 - Train Accuracy:  0.934, Validation Accuracy:  0.939, Loss:  0.031
Epoch  17 Batch  226/269 - Train Accuracy:  0.951, Validation Accuracy:  0.939, Loss:  0.035
Epoch  17 Batch  227/269 - Train Accuracy:  0.943, Validation Accuracy:  0.939, Loss:  0.042
Epoch  17 Batch  228/269 - Train Accuracy:  0.947, Validation Accuracy:  0.939, Loss:  0.030
Epoch  17 Batch  229/269 - Train Accuracy:  0.945, Validation Accuracy:  0.940, Loss:  0.032
Epoch  17 Batch  230/269 - Train Accuracy:  0.956, Validation Accuracy:  0.942, Loss:  0.032
Epoch  17 Batch  231/269 - Train Accuracy:  0.938, Validation Accuracy:  0.942, Loss:  0.032
Epoch  17 Batch  232/269 - Train Accuracy:  0.939, Validation Accuracy:  0.943, Loss:  0.031
Epoch  17 Batch  233/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.038
Epoch  17 Batch  234/269 - Train Accuracy:  0.942, Validation Accuracy:  0.943, Loss:  0.031
Epoch  17 Batch  235/269 - Train Accuracy:  0.964, Validation Accuracy:  0.941, Loss:  0.026
Epoch  17 Batch  236/269 - Train Accuracy:  0.947, Validation Accuracy:  0.938, Loss:  0.030
Epoch  17 Batch  237/269 - Train Accuracy:  0.955, Validation Accuracy:  0.938, Loss:  0.029
Epoch  17 Batch  238/269 - Train Accuracy:  0.950, Validation Accuracy:  0.940, Loss:  0.033
Epoch  17 Batch  239/269 - Train Accuracy:  0.945, Validation Accuracy:  0.941, Loss:  0.031
Epoch  17 Batch  240/269 - Train Accuracy:  0.950, Validation Accuracy:  0.941, Loss:  0.030
Epoch  17 Batch  241/269 - Train Accuracy:  0.932, Validation Accuracy:  0.942, Loss:  0.038
Epoch  17 Batch  242/269 - Train Accuracy:  0.948, Validation Accuracy:  0.944, Loss:  0.032
Epoch  17 Batch  243/269 - Train Accuracy:  0.950, Validation Accuracy:  0.942, Loss:  0.029
Epoch  17 Batch  244/269 - Train Accuracy:  0.932, Validation Accuracy:  0.944, Loss:  0.034
Epoch  17 Batch  245/269 - Train Accuracy:  0.929, Validation Accuracy:  0.942, Loss:  0.034
Epoch  17 Batch  246/269 - Train Accuracy:  0.935, Validation Accuracy:  0.945, Loss:  0.035
Epoch  17 Batch  247/269 - Train Accuracy:  0.943, Validation Accuracy:  0.946, Loss:  0.032
Epoch  17 Batch  248/269 - Train Accuracy:  0.954, Validation Accuracy:  0.948, Loss:  0.029
Epoch  17 Batch  249/269 - Train Accuracy:  0.939, Validation Accuracy:  0.940, Loss:  0.030
Epoch  17 Batch  250/269 - Train Accuracy:  0.944, Validation Accuracy:  0.942, Loss:  0.030
Epoch  17 Batch  251/269 - Train Accuracy:  0.954, Validation Accuracy:  0.943, Loss:  0.029
Epoch  17 Batch  252/269 - Train Accuracy:  0.953, Validation Accuracy:  0.944, Loss:  0.025
Epoch  17 Batch  253/269 - Train Accuracy:  0.930, Validation Accuracy:  0.944, Loss:  0.034
Epoch  17 Batch  254/269 - Train Accuracy:  0.943, Validation Accuracy:  0.943, Loss:  0.032
Epoch  17 Batch  255/269 - Train Accuracy:  0.945, Validation Accuracy:  0.945, Loss:  0.034
Epoch  17 Batch  256/269 - Train Accuracy:  0.933, Validation Accuracy:  0.944, Loss:  0.030
Epoch  17 Batch  257/269 - Train Accuracy:  0.937, Validation Accuracy:  0.943, Loss:  0.035
Epoch  17 Batch  258/269 - Train Accuracy:  0.942, Validation Accuracy:  0.941, Loss:  0.033
Epoch  17 Batch  259/269 - Train Accuracy:  0.950, Validation Accuracy:  0.943, Loss:  0.032
Epoch  17 Batch  260/269 - Train Accuracy:  0.943, Validation Accuracy:  0.945, Loss:  0.036
Epoch  17 Batch  261/269 - Train Accuracy:  0.947, Validation Accuracy:  0.945, Loss:  0.032
Epoch  17 Batch  262/269 - Train Accuracy:  0.938, Validation Accuracy:  0.942, Loss:  0.034
Epoch  17 Batch  263/269 - Train Accuracy:  0.940, Validation Accuracy:  0.944, Loss:  0.034
Epoch  17 Batch  264/269 - Train Accuracy:  0.925, Validation Accuracy:  0.940, Loss:  0.036
Epoch  17 Batch  265/269 - Train Accuracy:  0.934, Validation Accuracy:  0.944, Loss:  0.034
Epoch  17 Batch  266/269 - Train Accuracy:  0.941, Validation Accuracy:  0.938, Loss:  0.029
Epoch  17 Batch  267/269 - Train Accuracy:  0.951, Validation Accuracy:  0.940, Loss:  0.035
Epoch  18 Batch    0/269 - Train Accuracy:  0.946, Validation Accuracy:  0.943, Loss:  0.037
Epoch  18 Batch    1/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.031
Epoch  18 Batch    2/269 - Train Accuracy:  0.938, Validation Accuracy:  0.938, Loss:  0.034
Epoch  18 Batch    3/269 - Train Accuracy:  0.955, Validation Accuracy:  0.941, Loss:  0.031
Epoch  18 Batch    4/269 - Train Accuracy:  0.932, Validation Accuracy:  0.938, Loss:  0.034
Epoch  18 Batch    5/269 - Train Accuracy:  0.943, Validation Accuracy:  0.944, Loss:  0.033
Epoch  18 Batch    6/269 - Train Accuracy:  0.948, Validation Accuracy:  0.944, Loss:  0.028
Epoch  18 Batch    7/269 - Train Accuracy:  0.939, Validation Accuracy:  0.938, Loss:  0.030
Epoch  18 Batch    8/269 - Train Accuracy:  0.942, Validation Accuracy:  0.938, Loss:  0.036
Epoch  18 Batch    9/269 - Train Accuracy:  0.940, Validation Accuracy:  0.938, Loss:  0.034
Epoch  18 Batch   10/269 - Train Accuracy:  0.935, Validation Accuracy:  0.944, Loss:  0.029
Epoch  18 Batch   11/269 - Train Accuracy:  0.947, Validation Accuracy:  0.944, Loss:  0.038
Epoch  18 Batch   12/269 - Train Accuracy:  0.930, Validation Accuracy:  0.940, Loss:  0.038
Epoch  18 Batch   13/269 - Train Accuracy:  0.941, Validation Accuracy:  0.939, Loss:  0.029
Epoch  18 Batch   14/269 - Train Accuracy:  0.940, Validation Accuracy:  0.942, Loss:  0.032
Epoch  18 Batch   15/269 - Train Accuracy:  0.946, Validation Accuracy:  0.943, Loss:  0.025
Epoch  18 Batch   16/269 - Train Accuracy:  0.936, Validation Accuracy:  0.942, Loss:  0.038
Epoch  18 Batch   17/269 - Train Accuracy:  0.940, Validation Accuracy:  0.943, Loss:  0.027
Epoch  18 Batch   18/269 - Train Accuracy:  0.937, Validation Accuracy:  0.941, Loss:  0.033
Epoch  18 Batch   19/269 - Train Accuracy:  0.955, Validation Accuracy:  0.941, Loss:  0.026
Epoch  18 Batch   20/269 - Train Accuracy:  0.947, Validation Accuracy:  0.944, Loss:  0.029
Epoch  18 Batch   21/269 - Train Accuracy:  0.929, Validation Accuracy:  0.943, Loss:  0.040
Epoch  18 Batch   22/269 - Train Accuracy:  0.951, Validation Accuracy:  0.937, Loss:  0.029
Epoch  18 Batch   23/269 - Train Accuracy:  0.940, Validation Accuracy:  0.938, Loss:  0.034
Epoch  18 Batch   24/269 - Train Accuracy:  0.944, Validation Accuracy:  0.947, Loss:  0.031
Epoch  18 Batch   25/269 - Train Accuracy:  0.942, Validation Accuracy:  0.942, Loss:  0.033
Epoch  18 Batch   26/269 - Train Accuracy:  0.938, Validation Accuracy:  0.936, Loss:  0.030
Epoch  18 Batch   27/269 - Train Accuracy:  0.935, Validation Accuracy:  0.945, Loss:  0.031
Epoch  18 Batch   28/269 - Train Accuracy:  0.929, Validation Accuracy:  0.942, Loss:  0.033
Epoch  18 Batch   29/269 - Train Accuracy:  0.943, Validation Accuracy:  0.939, Loss:  0.033
Epoch  18 Batch   30/269 - Train Accuracy:  0.944, Validation Accuracy:  0.939, Loss:  0.032
Epoch  18 Batch   31/269 - Train Accuracy:  0.947, Validation Accuracy:  0.939, Loss:  0.032
Epoch  18 Batch   32/269 - Train Accuracy:  0.950, Validation Accuracy:  0.936, Loss:  0.029
Epoch  18 Batch   33/269 - Train Accuracy:  0.942, Validation Accuracy:  0.937, Loss:  0.029
Epoch  18 Batch   34/269 - Train Accuracy:  0.944, Validation Accuracy:  0.940, Loss:  0.030
Epoch  18 Batch   35/269 - Train Accuracy:  0.941, Validation Accuracy:  0.943, Loss:  0.038
Epoch  18 Batch   36/269 - Train Accuracy:  0.940, Validation Accuracy:  0.945, Loss:  0.033
Epoch  18 Batch   37/269 - Train Accuracy:  0.940, Validation Accuracy:  0.946, Loss:  0.035
Epoch  18 Batch   38/269 - Train Accuracy:  0.940, Validation Accuracy:  0.946, Loss:  0.030
Epoch  18 Batch   39/269 - Train Accuracy:  0.946, Validation Accuracy:  0.941, Loss:  0.031
Epoch  18 Batch   40/269 - Train Accuracy:  0.935, Validation Accuracy:  0.943, Loss:  0.034
Epoch  18 Batch   41/269 - Train Accuracy:  0.929, Validation Accuracy:  0.940, Loss:  0.034
Epoch  18 Batch   42/269 - Train Accuracy:  0.955, Validation Accuracy:  0.943, Loss:  0.029
Epoch  18 Batch   43/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.031
Epoch  18 Batch   44/269 - Train Accuracy:  0.944, Validation Accuracy:  0.946, Loss:  0.032
Epoch  18 Batch   45/269 - Train Accuracy:  0.945, Validation Accuracy:  0.948, Loss:  0.034
Epoch  18 Batch   46/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.028
Epoch  18 Batch   47/269 - Train Accuracy:  0.946, Validation Accuracy:  0.951, Loss:  0.029
Epoch  18 Batch   48/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.030
Epoch  18 Batch   49/269 - Train Accuracy:  0.940, Validation Accuracy:  0.949, Loss:  0.029
Epoch  18 Batch   50/269 - Train Accuracy:  0.931, Validation Accuracy:  0.948, Loss:  0.038
Epoch  18 Batch   51/269 - Train Accuracy:  0.946, Validation Accuracy:  0.943, Loss:  0.030
Epoch  18 Batch   52/269 - Train Accuracy:  0.938, Validation Accuracy:  0.939, Loss:  0.026
Epoch  18 Batch   53/269 - Train Accuracy:  0.930, Validation Accuracy:  0.943, Loss:  0.034
Epoch  18 Batch   54/269 - Train Accuracy:  0.951, Validation Accuracy:  0.940, Loss:  0.029
Epoch  18 Batch   55/269 - Train Accuracy:  0.944, Validation Accuracy:  0.943, Loss:  0.032
Epoch  18 Batch   56/269 - Train Accuracy:  0.941, Validation Accuracy:  0.939, Loss:  0.029
Epoch  18 Batch   57/269 - Train Accuracy:  0.944, Validation Accuracy:  0.945, Loss:  0.035
Epoch  18 Batch   58/269 - Train Accuracy:  0.951, Validation Accuracy:  0.943, Loss:  0.033
Epoch  18 Batch   59/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.023
Epoch  18 Batch   60/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.029
Epoch  18 Batch   61/269 - Train Accuracy:  0.942, Validation Accuracy:  0.947, Loss:  0.029
Epoch  18 Batch   62/269 - Train Accuracy:  0.941, Validation Accuracy:  0.948, Loss:  0.034
Epoch  18 Batch   63/269 - Train Accuracy:  0.939, Validation Accuracy:  0.949, Loss:  0.037
Epoch  18 Batch   64/269 - Train Accuracy:  0.944, Validation Accuracy:  0.949, Loss:  0.028
Epoch  18 Batch   65/269 - Train Accuracy:  0.943, Validation Accuracy:  0.947, Loss:  0.029
Epoch  18 Batch   66/269 - Train Accuracy:  0.931, Validation Accuracy:  0.945, Loss:  0.035
Epoch  18 Batch   67/269 - Train Accuracy:  0.939, Validation Accuracy:  0.943, Loss:  0.036
Epoch  18 Batch   68/269 - Train Accuracy:  0.941, Validation Accuracy:  0.941, Loss:  0.035
Epoch  18 Batch   69/269 - Train Accuracy:  0.918, Validation Accuracy:  0.939, Loss:  0.040
Epoch  18 Batch   70/269 - Train Accuracy:  0.952, Validation Accuracy:  0.939, Loss:  0.032
Epoch  18 Batch   71/269 - Train Accuracy:  0.952, Validation Accuracy:  0.943, Loss:  0.037
Epoch  18 Batch   72/269 - Train Accuracy:  0.935, Validation Accuracy:  0.943, Loss:  0.034
Epoch  18 Batch   73/269 - Train Accuracy:  0.929, Validation Accuracy:  0.940, Loss:  0.035
Epoch  18 Batch   74/269 - Train Accuracy:  0.952, Validation Accuracy:  0.940, Loss:  0.032
Epoch  18 Batch   75/269 - Train Accuracy:  0.936, Validation Accuracy:  0.941, Loss:  0.036
Epoch  18 Batch   76/269 - Train Accuracy:  0.938, Validation Accuracy:  0.938, Loss:  0.030
Epoch  18 Batch   77/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.032
Epoch  18 Batch   78/269 - Train Accuracy:  0.945, Validation Accuracy:  0.933, Loss:  0.031
Epoch  18 Batch   79/269 - Train Accuracy:  0.925, Validation Accuracy:  0.932, Loss:  0.032
Epoch  18 Batch   80/269 - Train Accuracy:  0.948, Validation Accuracy:  0.937, Loss:  0.032
Epoch  18 Batch   81/269 - Train Accuracy:  0.936, Validation Accuracy:  0.936, Loss:  0.036
Epoch  18 Batch   82/269 - Train Accuracy:  0.956, Validation Accuracy:  0.932, Loss:  0.026
Epoch  18 Batch   83/269 - Train Accuracy:  0.935, Validation Accuracy:  0.935, Loss:  0.042
Epoch  18 Batch   84/269 - Train Accuracy:  0.943, Validation Accuracy:  0.935, Loss:  0.030
Epoch  18 Batch   85/269 - Train Accuracy:  0.939, Validation Accuracy:  0.936, Loss:  0.030
Epoch  18 Batch   86/269 - Train Accuracy:  0.949, Validation Accuracy:  0.939, Loss:  0.029
Epoch  18 Batch   87/269 - Train Accuracy:  0.942, Validation Accuracy:  0.935, Loss:  0.033
Epoch  18 Batch   88/269 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.032
Epoch  18 Batch   89/269 - Train Accuracy:  0.946, Validation Accuracy:  0.936, Loss:  0.029
Epoch  18 Batch   90/269 - Train Accuracy:  0.938, Validation Accuracy:  0.940, Loss:  0.032
Epoch  18 Batch   91/269 - Train Accuracy:  0.941, Validation Accuracy:  0.936, Loss:  0.030
Epoch  18 Batch   92/269 - Train Accuracy:  0.940, Validation Accuracy:  0.941, Loss:  0.029
Epoch  18 Batch   93/269 - Train Accuracy:  0.947, Validation Accuracy:  0.944, Loss:  0.030
Epoch  18 Batch   94/269 - Train Accuracy:  0.940, Validation Accuracy:  0.944, Loss:  0.035
Epoch  18 Batch   95/269 - Train Accuracy:  0.936, Validation Accuracy:  0.939, Loss:  0.031
Epoch  18 Batch   96/269 - Train Accuracy:  0.933, Validation Accuracy:  0.940, Loss:  0.035
Epoch  18 Batch   97/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.034
Epoch  18 Batch   98/269 - Train Accuracy:  0.944, Validation Accuracy:  0.942, Loss:  0.033
Epoch  18 Batch   99/269 - Train Accuracy:  0.943, Validation Accuracy:  0.945, Loss:  0.028
Epoch  18 Batch  100/269 - Train Accuracy:  0.945, Validation Accuracy:  0.945, Loss:  0.033
Epoch  18 Batch  101/269 - Train Accuracy:  0.931, Validation Accuracy:  0.945, Loss:  0.039
Epoch  18 Batch  102/269 - Train Accuracy:  0.939, Validation Accuracy:  0.944, Loss:  0.030
Epoch  18 Batch  103/269 - Train Accuracy:  0.950, Validation Accuracy:  0.943, Loss:  0.035
Epoch  18 Batch  104/269 - Train Accuracy:  0.947, Validation Accuracy:  0.938, Loss:  0.030
Epoch  18 Batch  105/269 - Train Accuracy:  0.941, Validation Accuracy:  0.943, Loss:  0.031
Epoch  18 Batch  106/269 - Train Accuracy:  0.949, Validation Accuracy:  0.946, Loss:  0.027
Epoch  18 Batch  107/269 - Train Accuracy:  0.947, Validation Accuracy:  0.944, Loss:  0.032
Epoch  18 Batch  108/269 - Train Accuracy:  0.951, Validation Accuracy:  0.945, Loss:  0.030
Epoch  18 Batch  109/269 - Train Accuracy:  0.929, Validation Accuracy:  0.941, Loss:  0.035
Epoch  18 Batch  110/269 - Train Accuracy:  0.941, Validation Accuracy:  0.936, Loss:  0.031
Epoch  18 Batch  111/269 - Train Accuracy:  0.938, Validation Accuracy:  0.934, Loss:  0.034
Epoch  18 Batch  112/269 - Train Accuracy:  0.944, Validation Accuracy:  0.941, Loss:  0.035
Epoch  18 Batch  113/269 - Train Accuracy:  0.934, Validation Accuracy:  0.943, Loss:  0.032
Epoch  18 Batch  114/269 - Train Accuracy:  0.946, Validation Accuracy:  0.942, Loss:  0.032
Epoch  18 Batch  115/269 - Train Accuracy:  0.933, Validation Accuracy:  0.945, Loss:  0.036
Epoch  18 Batch  116/269 - Train Accuracy:  0.951, Validation Accuracy:  0.940, Loss:  0.031
Epoch  18 Batch  117/269 - Train Accuracy:  0.930, Validation Accuracy:  0.944, Loss:  0.030
Epoch  18 Batch  118/269 - Train Accuracy:  0.940, Validation Accuracy:  0.946, Loss:  0.029
Epoch  18 Batch  119/269 - Train Accuracy:  0.935, Validation Accuracy:  0.943, Loss:  0.032
Epoch  18 Batch  120/269 - Train Accuracy:  0.939, Validation Accuracy:  0.939, Loss:  0.033
Epoch  18 Batch  121/269 - Train Accuracy:  0.948, Validation Accuracy:  0.938, Loss:  0.028
Epoch  18 Batch  122/269 - Train Accuracy:  0.944, Validation Accuracy:  0.937, Loss:  0.030
Epoch  18 Batch  123/269 - Train Accuracy:  0.940, Validation Accuracy:  0.931, Loss:  0.032
Epoch  18 Batch  124/269 - Train Accuracy:  0.948, Validation Accuracy:  0.937, Loss:  0.027
Epoch  18 Batch  125/269 - Train Accuracy:  0.951, Validation Accuracy:  0.938, Loss:  0.029
Epoch  18 Batch  126/269 - Train Accuracy:  0.933, Validation Accuracy:  0.940, Loss:  0.030
Epoch  18 Batch  127/269 - Train Accuracy:  0.938, Validation Accuracy:  0.938, Loss:  0.031
Epoch  18 Batch  128/269 - Train Accuracy:  0.948, Validation Accuracy:  0.944, Loss:  0.030
Epoch  18 Batch  129/269 - Train Accuracy:  0.929, Validation Accuracy:  0.939, Loss:  0.032
Epoch  18 Batch  130/269 - Train Accuracy:  0.942, Validation Accuracy:  0.939, Loss:  0.034
Epoch  18 Batch  131/269 - Train Accuracy:  0.938, Validation Accuracy:  0.943, Loss:  0.033
Epoch  18 Batch  132/269 - Train Accuracy:  0.922, Validation Accuracy:  0.936, Loss:  0.034
Epoch  18 Batch  133/269 - Train Accuracy:  0.943, Validation Accuracy:  0.938, Loss:  0.027
Epoch  18 Batch  134/269 - Train Accuracy:  0.940, Validation Accuracy:  0.939, Loss:  0.032
Epoch  18 Batch  135/269 - Train Accuracy:  0.946, Validation Accuracy:  0.940, Loss:  0.030
Epoch  18 Batch  136/269 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.035
Epoch  18 Batch  137/269 - Train Accuracy:  0.929, Validation Accuracy:  0.936, Loss:  0.036
Epoch  18 Batch  138/269 - Train Accuracy:  0.942, Validation Accuracy:  0.939, Loss:  0.027
Epoch  18 Batch  139/269 - Train Accuracy:  0.951, Validation Accuracy:  0.939, Loss:  0.028
Epoch  18 Batch  140/269 - Train Accuracy:  0.941, Validation Accuracy:  0.947, Loss:  0.035
Epoch  18 Batch  141/269 - Train Accuracy:  0.945, Validation Accuracy:  0.942, Loss:  0.034
Epoch  18 Batch  142/269 - Train Accuracy:  0.936, Validation Accuracy:  0.946, Loss:  0.032
Epoch  18 Batch  143/269 - Train Accuracy:  0.951, Validation Accuracy:  0.944, Loss:  0.027
Epoch  18 Batch  144/269 - Train Accuracy:  0.955, Validation Accuracy:  0.944, Loss:  0.025
Epoch  18 Batch  145/269 - Train Accuracy:  0.944, Validation Accuracy:  0.941, Loss:  0.029
Epoch  18 Batch  146/269 - Train Accuracy:  0.935, Validation Accuracy:  0.942, Loss:  0.028
Epoch  18 Batch  147/269 - Train Accuracy:  0.944, Validation Accuracy:  0.944, Loss:  0.037
Epoch  18 Batch  148/269 - Train Accuracy:  0.942, Validation Accuracy:  0.944, Loss:  0.031
Epoch  18 Batch  149/269 - Train Accuracy:  0.937, Validation Accuracy:  0.941, Loss:  0.037
Epoch  18 Batch  150/269 - Train Accuracy:  0.942, Validation Accuracy:  0.937, Loss:  0.034
Epoch  18 Batch  151/269 - Train Accuracy:  0.947, Validation Accuracy:  0.940, Loss:  0.035
Epoch  18 Batch  152/269 - Train Accuracy:  0.941, Validation Accuracy:  0.942, Loss:  0.033
Epoch  18 Batch  153/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.031
Epoch  18 Batch  154/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.029
Epoch  18 Batch  155/269 - Train Accuracy:  0.938, Validation Accuracy:  0.945, Loss:  0.029
Epoch  18 Batch  156/269 - Train Accuracy:  0.944, Validation Accuracy:  0.940, Loss:  0.034
Epoch  18 Batch  157/269 - Train Accuracy:  0.945, Validation Accuracy:  0.941, Loss:  0.028
Epoch  18 Batch  158/269 - Train Accuracy:  0.937, Validation Accuracy:  0.942, Loss:  0.031
Epoch  18 Batch  159/269 - Train Accuracy:  0.939, Validation Accuracy:  0.944, Loss:  0.033
Epoch  18 Batch  160/269 - Train Accuracy:  0.944, Validation Accuracy:  0.947, Loss:  0.030
Epoch  18 Batch  161/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.029
Epoch  18 Batch  162/269 - Train Accuracy:  0.944, Validation Accuracy:  0.941, Loss:  0.030
Epoch  18 Batch  163/269 - Train Accuracy:  0.946, Validation Accuracy:  0.945, Loss:  0.031
Epoch  18 Batch  164/269 - Train Accuracy:  0.962, Validation Accuracy:  0.945, Loss:  0.030
Epoch  18 Batch  165/269 - Train Accuracy:  0.940, Validation Accuracy:  0.945, Loss:  0.029
Epoch  18 Batch  166/269 - Train Accuracy:  0.947, Validation Accuracy:  0.944, Loss:  0.030
Epoch  18 Batch  167/269 - Train Accuracy:  0.947, Validation Accuracy:  0.946, Loss:  0.030
Epoch  18 Batch  168/269 - Train Accuracy:  0.944, Validation Accuracy:  0.941, Loss:  0.030
Epoch  18 Batch  169/269 - Train Accuracy:  0.936, Validation Accuracy:  0.941, Loss:  0.029
Epoch  18 Batch  170/269 - Train Accuracy:  0.943, Validation Accuracy:  0.947, Loss:  0.029
Epoch  18 Batch  171/269 - Train Accuracy:  0.953, Validation Accuracy:  0.947, Loss:  0.031
Epoch  18 Batch  172/269 - Train Accuracy:  0.942, Validation Accuracy:  0.949, Loss:  0.035
Epoch  18 Batch  173/269 - Train Accuracy:  0.943, Validation Accuracy:  0.948, Loss:  0.029
Epoch  18 Batch  174/269 - Train Accuracy:  0.950, Validation Accuracy:  0.947, Loss:  0.031
Epoch  18 Batch  175/269 - Train Accuracy:  0.933, Validation Accuracy:  0.943, Loss:  0.040
Epoch  18 Batch  176/269 - Train Accuracy:  0.940, Validation Accuracy:  0.943, Loss:  0.035
Epoch  18 Batch  177/269 - Train Accuracy:  0.946, Validation Accuracy:  0.942, Loss:  0.031
Epoch  18 Batch  178/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.026
Epoch  18 Batch  179/269 - Train Accuracy:  0.938, Validation Accuracy:  0.947, Loss:  0.030
Epoch  18 Batch  180/269 - Train Accuracy:  0.951, Validation Accuracy:  0.943, Loss:  0.027
Epoch  18 Batch  181/269 - Train Accuracy:  0.940, Validation Accuracy:  0.941, Loss:  0.035
Epoch  18 Batch  182/269 - Train Accuracy:  0.949, Validation Accuracy:  0.943, Loss:  0.030
Epoch  18 Batch  183/269 - Train Accuracy:  0.951, Validation Accuracy:  0.945, Loss:  0.023
Epoch  18 Batch  184/269 - Train Accuracy:  0.941, Validation Accuracy:  0.945, Loss:  0.030
Epoch  18 Batch  185/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.029
Epoch  18 Batch  186/269 - Train Accuracy:  0.941, Validation Accuracy:  0.948, Loss:  0.027
Epoch  18 Batch  187/269 - Train Accuracy:  0.947, Validation Accuracy:  0.952, Loss:  0.029
Epoch  18 Batch  188/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.027
Epoch  18 Batch  189/269 - Train Accuracy:  0.956, Validation Accuracy:  0.943, Loss:  0.028
Epoch  18 Batch  190/269 - Train Accuracy:  0.949, Validation Accuracy:  0.940, Loss:  0.032
Epoch  18 Batch  191/269 - Train Accuracy:  0.938, Validation Accuracy:  0.941, Loss:  0.030
Epoch  18 Batch  192/269 - Train Accuracy:  0.949, Validation Accuracy:  0.942, Loss:  0.030
Epoch  18 Batch  193/269 - Train Accuracy:  0.940, Validation Accuracy:  0.945, Loss:  0.028
Epoch  18 Batch  194/269 - Train Accuracy:  0.941, Validation Accuracy:  0.943, Loss:  0.029
Epoch  18 Batch  195/269 - Train Accuracy:  0.938, Validation Accuracy:  0.946, Loss:  0.029
Epoch  18 Batch  196/269 - Train Accuracy:  0.944, Validation Accuracy:  0.942, Loss:  0.031
Epoch  18 Batch  197/269 - Train Accuracy:  0.943, Validation Accuracy:  0.947, Loss:  0.030
Epoch  18 Batch  198/269 - Train Accuracy:  0.941, Validation Accuracy:  0.948, Loss:  0.031
Epoch  18 Batch  199/269 - Train Accuracy:  0.941, Validation Accuracy:  0.945, Loss:  0.032
Epoch  18 Batch  200/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.028
Epoch  18 Batch  201/269 - Train Accuracy:  0.949, Validation Accuracy:  0.944, Loss:  0.030
Epoch  18 Batch  202/269 - Train Accuracy:  0.945, Validation Accuracy:  0.936, Loss:  0.030
Epoch  18 Batch  203/269 - Train Accuracy:  0.946, Validation Accuracy:  0.939, Loss:  0.031
Epoch  18 Batch  204/269 - Train Accuracy:  0.945, Validation Accuracy:  0.944, Loss:  0.030
Epoch  18 Batch  205/269 - Train Accuracy:  0.947, Validation Accuracy:  0.946, Loss:  0.030
Epoch  18 Batch  206/269 - Train Accuracy:  0.935, Validation Accuracy:  0.946, Loss:  0.035
Epoch  18 Batch  207/269 - Train Accuracy:  0.935, Validation Accuracy:  0.946, Loss:  0.029
Epoch  18 Batch  208/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.031
Epoch  18 Batch  209/269 - Train Accuracy:  0.947, Validation Accuracy:  0.940, Loss:  0.030
Epoch  18 Batch  210/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.028
Epoch  18 Batch  211/269 - Train Accuracy:  0.947, Validation Accuracy:  0.944, Loss:  0.032
Epoch  18 Batch  212/269 - Train Accuracy:  0.946, Validation Accuracy:  0.943, Loss:  0.035
Epoch  18 Batch  213/269 - Train Accuracy:  0.947, Validation Accuracy:  0.945, Loss:  0.029
Epoch  18 Batch  214/269 - Train Accuracy:  0.937, Validation Accuracy:  0.941, Loss:  0.030
Epoch  18 Batch  215/269 - Train Accuracy:  0.938, Validation Accuracy:  0.941, Loss:  0.032
Epoch  18 Batch  216/269 - Train Accuracy:  0.933, Validation Accuracy:  0.940, Loss:  0.043
Epoch  18 Batch  217/269 - Train Accuracy:  0.935, Validation Accuracy:  0.942, Loss:  0.033
Epoch  18 Batch  218/269 - Train Accuracy:  0.947, Validation Accuracy:  0.937, Loss:  0.027
Epoch  18 Batch  219/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.030
Epoch  18 Batch  220/269 - Train Accuracy:  0.934, Validation Accuracy:  0.940, Loss:  0.033
Epoch  18 Batch  221/269 - Train Accuracy:  0.943, Validation Accuracy:  0.940, Loss:  0.029
Epoch  18 Batch  222/269 - Train Accuracy:  0.956, Validation Accuracy:  0.937, Loss:  0.026
Epoch  18 Batch  223/269 - Train Accuracy:  0.940, Validation Accuracy:  0.937, Loss:  0.027
Epoch  18 Batch  224/269 - Train Accuracy:  0.938, Validation Accuracy:  0.941, Loss:  0.037
Epoch  18 Batch  225/269 - Train Accuracy:  0.939, Validation Accuracy:  0.941, Loss:  0.028
Epoch  18 Batch  226/269 - Train Accuracy:  0.956, Validation Accuracy:  0.939, Loss:  0.032
Epoch  18 Batch  227/269 - Train Accuracy:  0.947, Validation Accuracy:  0.941, Loss:  0.040
Epoch  18 Batch  228/269 - Train Accuracy:  0.953, Validation Accuracy:  0.943, Loss:  0.027
Epoch  18 Batch  229/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.029
Epoch  18 Batch  230/269 - Train Accuracy:  0.955, Validation Accuracy:  0.942, Loss:  0.029
Epoch  18 Batch  231/269 - Train Accuracy:  0.939, Validation Accuracy:  0.944, Loss:  0.029
Epoch  18 Batch  232/269 - Train Accuracy:  0.945, Validation Accuracy:  0.948, Loss:  0.029
Epoch  18 Batch  233/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.035
Epoch  18 Batch  234/269 - Train Accuracy:  0.946, Validation Accuracy:  0.943, Loss:  0.028
Epoch  18 Batch  235/269 - Train Accuracy:  0.968, Validation Accuracy:  0.942, Loss:  0.023
Epoch  18 Batch  236/269 - Train Accuracy:  0.946, Validation Accuracy:  0.944, Loss:  0.028
Epoch  18 Batch  237/269 - Train Accuracy:  0.953, Validation Accuracy:  0.940, Loss:  0.027
Epoch  18 Batch  238/269 - Train Accuracy:  0.953, Validation Accuracy:  0.944, Loss:  0.029
Epoch  18 Batch  239/269 - Train Accuracy:  0.950, Validation Accuracy:  0.940, Loss:  0.028
Epoch  18 Batch  240/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.027
Epoch  18 Batch  241/269 - Train Accuracy:  0.936, Validation Accuracy:  0.945, Loss:  0.035
Epoch  18 Batch  242/269 - Train Accuracy:  0.951, Validation Accuracy:  0.946, Loss:  0.030
Epoch  18 Batch  243/269 - Train Accuracy:  0.951, Validation Accuracy:  0.943, Loss:  0.026
Epoch  18 Batch  244/269 - Train Accuracy:  0.940, Validation Accuracy:  0.943, Loss:  0.031
Epoch  18 Batch  245/269 - Train Accuracy:  0.938, Validation Accuracy:  0.947, Loss:  0.031
Epoch  18 Batch  246/269 - Train Accuracy:  0.939, Validation Accuracy:  0.943, Loss:  0.032
Epoch  18 Batch  247/269 - Train Accuracy:  0.941, Validation Accuracy:  0.945, Loss:  0.030
Epoch  18 Batch  248/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.026
Epoch  18 Batch  249/269 - Train Accuracy:  0.942, Validation Accuracy:  0.943, Loss:  0.027
Epoch  18 Batch  250/269 - Train Accuracy:  0.951, Validation Accuracy:  0.945, Loss:  0.028
Epoch  18 Batch  251/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.026
Epoch  18 Batch  252/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.022
Epoch  18 Batch  253/269 - Train Accuracy:  0.935, Validation Accuracy:  0.945, Loss:  0.031
Epoch  18 Batch  254/269 - Train Accuracy:  0.942, Validation Accuracy:  0.947, Loss:  0.029
Epoch  18 Batch  255/269 - Train Accuracy:  0.948, Validation Accuracy:  0.946, Loss:  0.030
Epoch  18 Batch  256/269 - Train Accuracy:  0.933, Validation Accuracy:  0.944, Loss:  0.028
Epoch  18 Batch  257/269 - Train Accuracy:  0.939, Validation Accuracy:  0.944, Loss:  0.032
Epoch  18 Batch  258/269 - Train Accuracy:  0.946, Validation Accuracy:  0.944, Loss:  0.030
Epoch  18 Batch  259/269 - Train Accuracy:  0.953, Validation Accuracy:  0.944, Loss:  0.029
Epoch  18 Batch  260/269 - Train Accuracy:  0.945, Validation Accuracy:  0.945, Loss:  0.033
Epoch  18 Batch  261/269 - Train Accuracy:  0.945, Validation Accuracy:  0.942, Loss:  0.029
Epoch  18 Batch  262/269 - Train Accuracy:  0.946, Validation Accuracy:  0.947, Loss:  0.031
Epoch  18 Batch  263/269 - Train Accuracy:  0.945, Validation Accuracy:  0.945, Loss:  0.030
Epoch  18 Batch  264/269 - Train Accuracy:  0.928, Validation Accuracy:  0.948, Loss:  0.032
Epoch  18 Batch  265/269 - Train Accuracy:  0.935, Validation Accuracy:  0.952, Loss:  0.031
Epoch  18 Batch  266/269 - Train Accuracy:  0.945, Validation Accuracy:  0.945, Loss:  0.026
Epoch  18 Batch  267/269 - Train Accuracy:  0.958, Validation Accuracy:  0.944, Loss:  0.032
Epoch  19 Batch    0/269 - Train Accuracy:  0.955, Validation Accuracy:  0.946, Loss:  0.033
Epoch  19 Batch    1/269 - Train Accuracy:  0.950, Validation Accuracy:  0.947, Loss:  0.027
Epoch  19 Batch    2/269 - Train Accuracy:  0.941, Validation Accuracy:  0.942, Loss:  0.031
Epoch  19 Batch    3/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.028
Epoch  19 Batch    4/269 - Train Accuracy:  0.938, Validation Accuracy:  0.940, Loss:  0.031
Epoch  19 Batch    5/269 - Train Accuracy:  0.949, Validation Accuracy:  0.947, Loss:  0.030
Epoch  19 Batch    6/269 - Train Accuracy:  0.949, Validation Accuracy:  0.942, Loss:  0.026
Epoch  19 Batch    7/269 - Train Accuracy:  0.941, Validation Accuracy:  0.940, Loss:  0.028
Epoch  19 Batch    8/269 - Train Accuracy:  0.948, Validation Accuracy:  0.938, Loss:  0.034
Epoch  19 Batch    9/269 - Train Accuracy:  0.943, Validation Accuracy:  0.945, Loss:  0.032
Epoch  19 Batch   10/269 - Train Accuracy:  0.941, Validation Accuracy:  0.941, Loss:  0.026
Epoch  19 Batch   11/269 - Train Accuracy:  0.950, Validation Accuracy:  0.946, Loss:  0.035
Epoch  19 Batch   12/269 - Train Accuracy:  0.932, Validation Accuracy:  0.942, Loss:  0.035
Epoch  19 Batch   13/269 - Train Accuracy:  0.944, Validation Accuracy:  0.946, Loss:  0.026
Epoch  19 Batch   14/269 - Train Accuracy:  0.940, Validation Accuracy:  0.945, Loss:  0.029
Epoch  19 Batch   15/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.023
Epoch  19 Batch   16/269 - Train Accuracy:  0.939, Validation Accuracy:  0.944, Loss:  0.035
Epoch  19 Batch   17/269 - Train Accuracy:  0.946, Validation Accuracy:  0.948, Loss:  0.024
Epoch  19 Batch   18/269 - Train Accuracy:  0.944, Validation Accuracy:  0.948, Loss:  0.030
Epoch  19 Batch   19/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.023
Epoch  19 Batch   20/269 - Train Accuracy:  0.949, Validation Accuracy:  0.948, Loss:  0.027
Epoch  19 Batch   21/269 - Train Accuracy:  0.931, Validation Accuracy:  0.949, Loss:  0.036
Epoch  19 Batch   22/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.027
Epoch  19 Batch   23/269 - Train Accuracy:  0.942, Validation Accuracy:  0.949, Loss:  0.030
Epoch  19 Batch   24/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.027
Epoch  19 Batch   25/269 - Train Accuracy:  0.945, Validation Accuracy:  0.943, Loss:  0.031
Epoch  19 Batch   26/269 - Train Accuracy:  0.944, Validation Accuracy:  0.949, Loss:  0.027
Epoch  19 Batch   27/269 - Train Accuracy:  0.942, Validation Accuracy:  0.948, Loss:  0.027
Epoch  19 Batch   28/269 - Train Accuracy:  0.929, Validation Accuracy:  0.944, Loss:  0.031
Epoch  19 Batch   29/269 - Train Accuracy:  0.950, Validation Accuracy:  0.941, Loss:  0.030
Epoch  19 Batch   30/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.029
Epoch  19 Batch   31/269 - Train Accuracy:  0.953, Validation Accuracy:  0.943, Loss:  0.029
Epoch  19 Batch   32/269 - Train Accuracy:  0.955, Validation Accuracy:  0.940, Loss:  0.027
Epoch  19 Batch   33/269 - Train Accuracy:  0.947, Validation Accuracy:  0.943, Loss:  0.025
Epoch  19 Batch   34/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.026
Epoch  19 Batch   35/269 - Train Accuracy:  0.946, Validation Accuracy:  0.943, Loss:  0.035
Epoch  19 Batch   36/269 - Train Accuracy:  0.947, Validation Accuracy:  0.948, Loss:  0.030
Epoch  19 Batch   37/269 - Train Accuracy:  0.940, Validation Accuracy:  0.948, Loss:  0.032
Epoch  19 Batch   38/269 - Train Accuracy:  0.938, Validation Accuracy:  0.950, Loss:  0.028
Epoch  19 Batch   39/269 - Train Accuracy:  0.951, Validation Accuracy:  0.950, Loss:  0.028
Epoch  19 Batch   40/269 - Train Accuracy:  0.939, Validation Accuracy:  0.949, Loss:  0.032
Epoch  19 Batch   41/269 - Train Accuracy:  0.932, Validation Accuracy:  0.949, Loss:  0.031
Epoch  19 Batch   42/269 - Train Accuracy:  0.956, Validation Accuracy:  0.945, Loss:  0.026
Epoch  19 Batch   43/269 - Train Accuracy:  0.943, Validation Accuracy:  0.945, Loss:  0.028
Epoch  19 Batch   44/269 - Train Accuracy:  0.950, Validation Accuracy:  0.947, Loss:  0.029
Epoch  19 Batch   45/269 - Train Accuracy:  0.944, Validation Accuracy:  0.948, Loss:  0.032
Epoch  19 Batch   46/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.025
Epoch  19 Batch   47/269 - Train Accuracy:  0.946, Validation Accuracy:  0.951, Loss:  0.026
Epoch  19 Batch   48/269 - Train Accuracy:  0.953, Validation Accuracy:  0.949, Loss:  0.029
Epoch  19 Batch   49/269 - Train Accuracy:  0.953, Validation Accuracy:  0.950, Loss:  0.026
Epoch  19 Batch   50/269 - Train Accuracy:  0.932, Validation Accuracy:  0.949, Loss:  0.035
Epoch  19 Batch   51/269 - Train Accuracy:  0.951, Validation Accuracy:  0.943, Loss:  0.027
Epoch  19 Batch   52/269 - Train Accuracy:  0.942, Validation Accuracy:  0.945, Loss:  0.023
Epoch  19 Batch   53/269 - Train Accuracy:  0.936, Validation Accuracy:  0.943, Loss:  0.031
Epoch  19 Batch   54/269 - Train Accuracy:  0.953, Validation Accuracy:  0.944, Loss:  0.026
Epoch  19 Batch   55/269 - Train Accuracy:  0.944, Validation Accuracy:  0.943, Loss:  0.030
Epoch  19 Batch   56/269 - Train Accuracy:  0.952, Validation Accuracy:  0.940, Loss:  0.027
Epoch  19 Batch   57/269 - Train Accuracy:  0.944, Validation Accuracy:  0.942, Loss:  0.032
Epoch  19 Batch   58/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.031
Epoch  19 Batch   59/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.021
Epoch  19 Batch   60/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.027
Epoch  19 Batch   61/269 - Train Accuracy:  0.944, Validation Accuracy:  0.949, Loss:  0.028
Epoch  19 Batch   62/269 - Train Accuracy:  0.940, Validation Accuracy:  0.950, Loss:  0.031
Epoch  19 Batch   63/269 - Train Accuracy:  0.938, Validation Accuracy:  0.948, Loss:  0.034
Epoch  19 Batch   64/269 - Train Accuracy:  0.945, Validation Accuracy:  0.949, Loss:  0.026
Epoch  19 Batch   65/269 - Train Accuracy:  0.946, Validation Accuracy:  0.951, Loss:  0.027
Epoch  19 Batch   66/269 - Train Accuracy:  0.933, Validation Accuracy:  0.947, Loss:  0.032
Epoch  19 Batch   67/269 - Train Accuracy:  0.943, Validation Accuracy:  0.944, Loss:  0.033
Epoch  19 Batch   68/269 - Train Accuracy:  0.944, Validation Accuracy:  0.944, Loss:  0.032
Epoch  19 Batch   69/269 - Train Accuracy:  0.927, Validation Accuracy:  0.947, Loss:  0.037
Epoch  19 Batch   70/269 - Train Accuracy:  0.952, Validation Accuracy:  0.947, Loss:  0.030
Epoch  19 Batch   71/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.034
Epoch  19 Batch   72/269 - Train Accuracy:  0.935, Validation Accuracy:  0.946, Loss:  0.031
Epoch  19 Batch   73/269 - Train Accuracy:  0.932, Validation Accuracy:  0.945, Loss:  0.034
Epoch  19 Batch   74/269 - Train Accuracy:  0.953, Validation Accuracy:  0.941, Loss:  0.029
Epoch  19 Batch   75/269 - Train Accuracy:  0.939, Validation Accuracy:  0.941, Loss:  0.033
Epoch  19 Batch   76/269 - Train Accuracy:  0.941, Validation Accuracy:  0.941, Loss:  0.028
Epoch  19 Batch   77/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.029
Epoch  19 Batch   78/269 - Train Accuracy:  0.954, Validation Accuracy:  0.941, Loss:  0.028
Epoch  19 Batch   79/269 - Train Accuracy:  0.932, Validation Accuracy:  0.940, Loss:  0.030
Epoch  19 Batch   80/269 - Train Accuracy:  0.949, Validation Accuracy:  0.945, Loss:  0.029
Epoch  19 Batch   81/269 - Train Accuracy:  0.938, Validation Accuracy:  0.939, Loss:  0.033
Epoch  19 Batch   82/269 - Train Accuracy:  0.955, Validation Accuracy:  0.936, Loss:  0.023
Epoch  19 Batch   83/269 - Train Accuracy:  0.939, Validation Accuracy:  0.937, Loss:  0.039
Epoch  19 Batch   84/269 - Train Accuracy:  0.944, Validation Accuracy:  0.939, Loss:  0.027
Epoch  19 Batch   85/269 - Train Accuracy:  0.939, Validation Accuracy:  0.939, Loss:  0.029
Epoch  19 Batch   86/269 - Train Accuracy:  0.952, Validation Accuracy:  0.937, Loss:  0.025
Epoch  19 Batch   87/269 - Train Accuracy:  0.944, Validation Accuracy:  0.933, Loss:  0.029
Epoch  19 Batch   88/269 - Train Accuracy:  0.933, Validation Accuracy:  0.933, Loss:  0.030
Epoch  19 Batch   89/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.026
Epoch  19 Batch   90/269 - Train Accuracy:  0.938, Validation Accuracy:  0.944, Loss:  0.030
Epoch  19 Batch   91/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.028
Epoch  19 Batch   92/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.027
Epoch  19 Batch   93/269 - Train Accuracy:  0.952, Validation Accuracy:  0.944, Loss:  0.027
Epoch  19 Batch   94/269 - Train Accuracy:  0.943, Validation Accuracy:  0.943, Loss:  0.033
Epoch  19 Batch   95/269 - Train Accuracy:  0.943, Validation Accuracy:  0.944, Loss:  0.029
Epoch  19 Batch   96/269 - Train Accuracy:  0.936, Validation Accuracy:  0.951, Loss:  0.032
Epoch  19 Batch   97/269 - Train Accuracy:  0.949, Validation Accuracy:  0.949, Loss:  0.030
Epoch  19 Batch   98/269 - Train Accuracy:  0.946, Validation Accuracy:  0.943, Loss:  0.031
Epoch  19 Batch   99/269 - Train Accuracy:  0.944, Validation Accuracy:  0.949, Loss:  0.027
Epoch  19 Batch  100/269 - Train Accuracy:  0.946, Validation Accuracy:  0.948, Loss:  0.030
Epoch  19 Batch  101/269 - Train Accuracy:  0.936, Validation Accuracy:  0.951, Loss:  0.036
Epoch  19 Batch  102/269 - Train Accuracy:  0.946, Validation Accuracy:  0.948, Loss:  0.028
Epoch  19 Batch  103/269 - Train Accuracy:  0.948, Validation Accuracy:  0.951, Loss:  0.032
Epoch  19 Batch  104/269 - Train Accuracy:  0.950, Validation Accuracy:  0.953, Loss:  0.029
Epoch  19 Batch  105/269 - Train Accuracy:  0.945, Validation Accuracy:  0.947, Loss:  0.029
Epoch  19 Batch  106/269 - Train Accuracy:  0.948, Validation Accuracy:  0.944, Loss:  0.026
Epoch  19 Batch  107/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.029
Epoch  19 Batch  108/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.027
Epoch  19 Batch  109/269 - Train Accuracy:  0.930, Validation Accuracy:  0.941, Loss:  0.032
Epoch  19 Batch  110/269 - Train Accuracy:  0.941, Validation Accuracy:  0.934, Loss:  0.028
Epoch  19 Batch  111/269 - Train Accuracy:  0.939, Validation Accuracy:  0.940, Loss:  0.032
Epoch  19 Batch  112/269 - Train Accuracy:  0.945, Validation Accuracy:  0.943, Loss:  0.033
Epoch  19 Batch  113/269 - Train Accuracy:  0.938, Validation Accuracy:  0.946, Loss:  0.030
Epoch  19 Batch  114/269 - Train Accuracy:  0.949, Validation Accuracy:  0.944, Loss:  0.029
Epoch  19 Batch  115/269 - Train Accuracy:  0.935, Validation Accuracy:  0.950, Loss:  0.033
Epoch  19 Batch  116/269 - Train Accuracy:  0.956, Validation Accuracy:  0.941, Loss:  0.029
Epoch  19 Batch  117/269 - Train Accuracy:  0.935, Validation Accuracy:  0.941, Loss:  0.027
Epoch  19 Batch  118/269 - Train Accuracy:  0.941, Validation Accuracy:  0.946, Loss:  0.027
Epoch  19 Batch  119/269 - Train Accuracy:  0.937, Validation Accuracy:  0.941, Loss:  0.030
Epoch  19 Batch  120/269 - Train Accuracy:  0.947, Validation Accuracy:  0.939, Loss:  0.030
Epoch  19 Batch  121/269 - Train Accuracy:  0.952, Validation Accuracy:  0.940, Loss:  0.026
Epoch  19 Batch  122/269 - Train Accuracy:  0.943, Validation Accuracy:  0.938, Loss:  0.027
Epoch  19 Batch  123/269 - Train Accuracy:  0.943, Validation Accuracy:  0.937, Loss:  0.030
Epoch  19 Batch  124/269 - Train Accuracy:  0.950, Validation Accuracy:  0.937, Loss:  0.026
Epoch  19 Batch  125/269 - Train Accuracy:  0.954, Validation Accuracy:  0.941, Loss:  0.026
Epoch  19 Batch  126/269 - Train Accuracy:  0.934, Validation Accuracy:  0.943, Loss:  0.028
Epoch  19 Batch  127/269 - Train Accuracy:  0.942, Validation Accuracy:  0.940, Loss:  0.028
Epoch  19 Batch  128/269 - Train Accuracy:  0.952, Validation Accuracy:  0.942, Loss:  0.028
Epoch  19 Batch  129/269 - Train Accuracy:  0.931, Validation Accuracy:  0.939, Loss:  0.030
Epoch  19 Batch  130/269 - Train Accuracy:  0.948, Validation Accuracy:  0.940, Loss:  0.031
Epoch  19 Batch  131/269 - Train Accuracy:  0.945, Validation Accuracy:  0.944, Loss:  0.030
Epoch  19 Batch  132/269 - Train Accuracy:  0.927, Validation Accuracy:  0.940, Loss:  0.031
Epoch  19 Batch  133/269 - Train Accuracy:  0.946, Validation Accuracy:  0.945, Loss:  0.026
Epoch  19 Batch  134/269 - Train Accuracy:  0.947, Validation Accuracy:  0.943, Loss:  0.030
Epoch  19 Batch  135/269 - Train Accuracy:  0.946, Validation Accuracy:  0.940, Loss:  0.028
Epoch  19 Batch  136/269 - Train Accuracy:  0.933, Validation Accuracy:  0.937, Loss:  0.032
Epoch  19 Batch  137/269 - Train Accuracy:  0.937, Validation Accuracy:  0.938, Loss:  0.034
Epoch  19 Batch  138/269 - Train Accuracy:  0.946, Validation Accuracy:  0.944, Loss:  0.024
Epoch  19 Batch  139/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.026
Epoch  19 Batch  140/269 - Train Accuracy:  0.949, Validation Accuracy:  0.946, Loss:  0.032
Epoch  19 Batch  141/269 - Train Accuracy:  0.949, Validation Accuracy:  0.944, Loss:  0.030
Epoch  19 Batch  142/269 - Train Accuracy:  0.940, Validation Accuracy:  0.946, Loss:  0.029
Epoch  19 Batch  143/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.025
Epoch  19 Batch  144/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.023
Epoch  19 Batch  145/269 - Train Accuracy:  0.947, Validation Accuracy:  0.947, Loss:  0.026
Epoch  19 Batch  146/269 - Train Accuracy:  0.936, Validation Accuracy:  0.945, Loss:  0.027
Epoch  19 Batch  147/269 - Train Accuracy:  0.944, Validation Accuracy:  0.945, Loss:  0.034
Epoch  19 Batch  148/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.028
Epoch  19 Batch  149/269 - Train Accuracy:  0.939, Validation Accuracy:  0.941, Loss:  0.034
Epoch  19 Batch  150/269 - Train Accuracy:  0.948, Validation Accuracy:  0.940, Loss:  0.031
Epoch  19 Batch  151/269 - Train Accuracy:  0.947, Validation Accuracy:  0.946, Loss:  0.032
Epoch  19 Batch  152/269 - Train Accuracy:  0.938, Validation Accuracy:  0.944, Loss:  0.030
Epoch  19 Batch  153/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.027
Epoch  19 Batch  154/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.026
Epoch  19 Batch  155/269 - Train Accuracy:  0.945, Validation Accuracy:  0.949, Loss:  0.027
Epoch  19 Batch  156/269 - Train Accuracy:  0.945, Validation Accuracy:  0.943, Loss:  0.031
Epoch  19 Batch  157/269 - Train Accuracy:  0.944, Validation Accuracy:  0.945, Loss:  0.025
Epoch  19 Batch  158/269 - Train Accuracy:  0.937, Validation Accuracy:  0.951, Loss:  0.029
Epoch  19 Batch  159/269 - Train Accuracy:  0.945, Validation Accuracy:  0.948, Loss:  0.029
Epoch  19 Batch  160/269 - Train Accuracy:  0.947, Validation Accuracy:  0.946, Loss:  0.027
Epoch  19 Batch  161/269 - Train Accuracy:  0.950, Validation Accuracy:  0.944, Loss:  0.028
Epoch  19 Batch  162/269 - Train Accuracy:  0.948, Validation Accuracy:  0.943, Loss:  0.027
Epoch  19 Batch  163/269 - Train Accuracy:  0.949, Validation Accuracy:  0.943, Loss:  0.028
Epoch  19 Batch  164/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.027
Epoch  19 Batch  165/269 - Train Accuracy:  0.944, Validation Accuracy:  0.954, Loss:  0.027
Epoch  19 Batch  166/269 - Train Accuracy:  0.948, Validation Accuracy:  0.948, Loss:  0.028
Epoch  19 Batch  167/269 - Train Accuracy:  0.948, Validation Accuracy:  0.946, Loss:  0.028
Epoch  19 Batch  168/269 - Train Accuracy:  0.943, Validation Accuracy:  0.945, Loss:  0.028
Epoch  19 Batch  169/269 - Train Accuracy:  0.939, Validation Accuracy:  0.945, Loss:  0.026
Epoch  19 Batch  170/269 - Train Accuracy:  0.942, Validation Accuracy:  0.947, Loss:  0.027
Epoch  19 Batch  171/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.028
Epoch  19 Batch  172/269 - Train Accuracy:  0.947, Validation Accuracy:  0.952, Loss:  0.031
Epoch  19 Batch  173/269 - Train Accuracy:  0.946, Validation Accuracy:  0.945, Loss:  0.026
Epoch  19 Batch  174/269 - Train Accuracy:  0.951, Validation Accuracy:  0.943, Loss:  0.029
Epoch  19 Batch  175/269 - Train Accuracy:  0.936, Validation Accuracy:  0.942, Loss:  0.037
Epoch  19 Batch  176/269 - Train Accuracy:  0.941, Validation Accuracy:  0.943, Loss:  0.032
Epoch  19 Batch  177/269 - Train Accuracy:  0.945, Validation Accuracy:  0.944, Loss:  0.028
Epoch  19 Batch  178/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.025
Epoch  19 Batch  179/269 - Train Accuracy:  0.940, Validation Accuracy:  0.946, Loss:  0.027
Epoch  19 Batch  180/269 - Train Accuracy:  0.954, Validation Accuracy:  0.945, Loss:  0.025
Epoch  19 Batch  181/269 - Train Accuracy:  0.945, Validation Accuracy:  0.946, Loss:  0.032
Epoch  19 Batch  182/269 - Train Accuracy:  0.947, Validation Accuracy:  0.947, Loss:  0.028
Epoch  19 Batch  183/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.021
Epoch  19 Batch  184/269 - Train Accuracy:  0.946, Validation Accuracy:  0.950, Loss:  0.027
Epoch  19 Batch  185/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.027
Epoch  19 Batch  186/269 - Train Accuracy:  0.944, Validation Accuracy:  0.947, Loss:  0.025
Epoch  19 Batch  187/269 - Train Accuracy:  0.947, Validation Accuracy:  0.950, Loss:  0.026
Epoch  19 Batch  188/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.024
Epoch  19 Batch  189/269 - Train Accuracy:  0.957, Validation Accuracy:  0.943, Loss:  0.025
Epoch  19 Batch  190/269 - Train Accuracy:  0.951, Validation Accuracy:  0.943, Loss:  0.030
Epoch  19 Batch  191/269 - Train Accuracy:  0.941, Validation Accuracy:  0.943, Loss:  0.027
Epoch  19 Batch  192/269 - Train Accuracy:  0.950, Validation Accuracy:  0.943, Loss:  0.028
Epoch  19 Batch  193/269 - Train Accuracy:  0.943, Validation Accuracy:  0.945, Loss:  0.026
Epoch  19 Batch  194/269 - Train Accuracy:  0.946, Validation Accuracy:  0.947, Loss:  0.027
Epoch  19 Batch  195/269 - Train Accuracy:  0.944, Validation Accuracy:  0.949, Loss:  0.026
Epoch  19 Batch  196/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.028
Epoch  19 Batch  197/269 - Train Accuracy:  0.949, Validation Accuracy:  0.950, Loss:  0.027
Epoch  19 Batch  198/269 - Train Accuracy:  0.944, Validation Accuracy:  0.946, Loss:  0.029
Epoch  19 Batch  199/269 - Train Accuracy:  0.946, Validation Accuracy:  0.945, Loss:  0.030
Epoch  19 Batch  200/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.026
Epoch  19 Batch  201/269 - Train Accuracy:  0.945, Validation Accuracy:  0.941, Loss:  0.028
Epoch  19 Batch  202/269 - Train Accuracy:  0.950, Validation Accuracy:  0.942, Loss:  0.027
Epoch  19 Batch  203/269 - Train Accuracy:  0.946, Validation Accuracy:  0.950, Loss:  0.029
Epoch  19 Batch  204/269 - Train Accuracy:  0.951, Validation Accuracy:  0.943, Loss:  0.027
Epoch  19 Batch  205/269 - Train Accuracy:  0.946, Validation Accuracy:  0.947, Loss:  0.028
Epoch  19 Batch  206/269 - Train Accuracy:  0.939, Validation Accuracy:  0.947, Loss:  0.033
Epoch  19 Batch  207/269 - Train Accuracy:  0.936, Validation Accuracy:  0.944, Loss:  0.027
Epoch  19 Batch  208/269 - Train Accuracy:  0.950, Validation Accuracy:  0.941, Loss:  0.029
Epoch  19 Batch  209/269 - Train Accuracy:  0.949, Validation Accuracy:  0.942, Loss:  0.028
Epoch  19 Batch  210/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.025
Epoch  19 Batch  211/269 - Train Accuracy:  0.951, Validation Accuracy:  0.945, Loss:  0.030
Epoch  19 Batch  212/269 - Train Accuracy:  0.948, Validation Accuracy:  0.947, Loss:  0.032
Epoch  19 Batch  213/269 - Train Accuracy:  0.949, Validation Accuracy:  0.946, Loss:  0.026
Epoch  19 Batch  214/269 - Train Accuracy:  0.941, Validation Accuracy:  0.947, Loss:  0.028
Epoch  19 Batch  215/269 - Train Accuracy:  0.946, Validation Accuracy:  0.948, Loss:  0.029
Epoch  19 Batch  216/269 - Train Accuracy:  0.931, Validation Accuracy:  0.945, Loss:  0.040
Epoch  19 Batch  217/269 - Train Accuracy:  0.939, Validation Accuracy:  0.940, Loss:  0.031
Epoch  19 Batch  218/269 - Train Accuracy:  0.951, Validation Accuracy:  0.941, Loss:  0.025
Epoch  19 Batch  219/269 - Train Accuracy:  0.952, Validation Accuracy:  0.943, Loss:  0.028
Epoch  19 Batch  220/269 - Train Accuracy:  0.938, Validation Accuracy:  0.944, Loss:  0.030
Epoch  19 Batch  221/269 - Train Accuracy:  0.947, Validation Accuracy:  0.941, Loss:  0.027
Epoch  19 Batch  222/269 - Train Accuracy:  0.960, Validation Accuracy:  0.940, Loss:  0.023
Epoch  19 Batch  223/269 - Train Accuracy:  0.942, Validation Accuracy:  0.942, Loss:  0.025
Epoch  19 Batch  224/269 - Train Accuracy:  0.945, Validation Accuracy:  0.945, Loss:  0.034
Epoch  19 Batch  225/269 - Train Accuracy:  0.945, Validation Accuracy:  0.945, Loss:  0.026
Epoch  19 Batch  226/269 - Train Accuracy:  0.954, Validation Accuracy:  0.945, Loss:  0.029
Epoch  19 Batch  227/269 - Train Accuracy:  0.945, Validation Accuracy:  0.947, Loss:  0.037
Epoch  19 Batch  228/269 - Train Accuracy:  0.956, Validation Accuracy:  0.945, Loss:  0.024
Epoch  19 Batch  229/269 - Train Accuracy:  0.953, Validation Accuracy:  0.947, Loss:  0.026
Epoch  19 Batch  230/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.026
Epoch  19 Batch  231/269 - Train Accuracy:  0.943, Validation Accuracy:  0.946, Loss:  0.027
Epoch  19 Batch  232/269 - Train Accuracy:  0.948, Validation Accuracy:  0.948, Loss:  0.027
Epoch  19 Batch  233/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.032
Epoch  19 Batch  234/269 - Train Accuracy:  0.951, Validation Accuracy:  0.949, Loss:  0.026
Epoch  19 Batch  235/269 - Train Accuracy:  0.971, Validation Accuracy:  0.948, Loss:  0.021
Epoch  19 Batch  236/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.025
Epoch  19 Batch  237/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.024
Epoch  19 Batch  238/269 - Train Accuracy:  0.957, Validation Accuracy:  0.943, Loss:  0.027
Epoch  19 Batch  239/269 - Train Accuracy:  0.952, Validation Accuracy:  0.942, Loss:  0.026
Epoch  19 Batch  240/269 - Train Accuracy:  0.950, Validation Accuracy:  0.945, Loss:  0.025
Epoch  19 Batch  241/269 - Train Accuracy:  0.934, Validation Accuracy:  0.946, Loss:  0.032
Epoch  19 Batch  242/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.028
Epoch  19 Batch  243/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.023
Epoch  19 Batch  244/269 - Train Accuracy:  0.943, Validation Accuracy:  0.950, Loss:  0.028
Epoch  19 Batch  245/269 - Train Accuracy:  0.939, Validation Accuracy:  0.952, Loss:  0.028
Epoch  19 Batch  246/269 - Train Accuracy:  0.943, Validation Accuracy:  0.944, Loss:  0.030
Epoch  19 Batch  247/269 - Train Accuracy:  0.947, Validation Accuracy:  0.948, Loss:  0.027
Epoch  19 Batch  248/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.024
Epoch  19 Batch  249/269 - Train Accuracy:  0.946, Validation Accuracy:  0.948, Loss:  0.025
Epoch  19 Batch  250/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.026
Epoch  19 Batch  251/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.024
Epoch  19 Batch  252/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.020
Epoch  19 Batch  253/269 - Train Accuracy:  0.940, Validation Accuracy:  0.949, Loss:  0.028
Epoch  19 Batch  254/269 - Train Accuracy:  0.944, Validation Accuracy:  0.949, Loss:  0.027
Epoch  19 Batch  255/269 - Train Accuracy:  0.949, Validation Accuracy:  0.945, Loss:  0.029
Epoch  19 Batch  256/269 - Train Accuracy:  0.941, Validation Accuracy:  0.944, Loss:  0.026
Epoch  19 Batch  257/269 - Train Accuracy:  0.944, Validation Accuracy:  0.946, Loss:  0.029
Epoch  19 Batch  258/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.028
Epoch  19 Batch  259/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.027
Epoch  19 Batch  260/269 - Train Accuracy:  0.948, Validation Accuracy:  0.950, Loss:  0.030
Epoch  19 Batch  261/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.027
Epoch  19 Batch  262/269 - Train Accuracy:  0.948, Validation Accuracy:  0.947, Loss:  0.029
Epoch  19 Batch  263/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.028
Epoch  19 Batch  264/269 - Train Accuracy:  0.932, Validation Accuracy:  0.950, Loss:  0.029
Epoch  19 Batch  265/269 - Train Accuracy:  0.939, Validation Accuracy:  0.951, Loss:  0.028
Epoch  19 Batch  266/269 - Train Accuracy:  0.946, Validation Accuracy:  0.949, Loss:  0.024
Epoch  19 Batch  267/269 - Train Accuracy:  0.962, Validation Accuracy:  0.947, Loss:  0.029
Epoch  20 Batch    0/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.031
Epoch  20 Batch    1/269 - Train Accuracy:  0.953, Validation Accuracy:  0.950, Loss:  0.025
Epoch  20 Batch    2/269 - Train Accuracy:  0.942, Validation Accuracy:  0.948, Loss:  0.029
Epoch  20 Batch    3/269 - Train Accuracy:  0.954, Validation Accuracy:  0.948, Loss:  0.025
Epoch  20 Batch    4/269 - Train Accuracy:  0.941, Validation Accuracy:  0.947, Loss:  0.028
Epoch  20 Batch    5/269 - Train Accuracy:  0.951, Validation Accuracy:  0.946, Loss:  0.027
Epoch  20 Batch    6/269 - Train Accuracy:  0.950, Validation Accuracy:  0.941, Loss:  0.024
Epoch  20 Batch    7/269 - Train Accuracy:  0.945, Validation Accuracy:  0.944, Loss:  0.026
Epoch  20 Batch    8/269 - Train Accuracy:  0.948, Validation Accuracy:  0.944, Loss:  0.031
Epoch  20 Batch    9/269 - Train Accuracy:  0.946, Validation Accuracy:  0.948, Loss:  0.029
Epoch  20 Batch   10/269 - Train Accuracy:  0.946, Validation Accuracy:  0.943, Loss:  0.024
Epoch  20 Batch   11/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.032
Epoch  20 Batch   12/269 - Train Accuracy:  0.935, Validation Accuracy:  0.944, Loss:  0.032
Epoch  20 Batch   13/269 - Train Accuracy:  0.949, Validation Accuracy:  0.945, Loss:  0.024
Epoch  20 Batch   14/269 - Train Accuracy:  0.943, Validation Accuracy:  0.946, Loss:  0.026
Epoch  20 Batch   15/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.021
Epoch  20 Batch   16/269 - Train Accuracy:  0.944, Validation Accuracy:  0.947, Loss:  0.032
Epoch  20 Batch   17/269 - Train Accuracy:  0.947, Validation Accuracy:  0.948, Loss:  0.021
Epoch  20 Batch   18/269 - Train Accuracy:  0.946, Validation Accuracy:  0.952, Loss:  0.028
Epoch  20 Batch   19/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.022
Epoch  20 Batch   20/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.025
Epoch  20 Batch   21/269 - Train Accuracy:  0.936, Validation Accuracy:  0.948, Loss:  0.033
Epoch  20 Batch   22/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.025
Epoch  20 Batch   23/269 - Train Accuracy:  0.944, Validation Accuracy:  0.953, Loss:  0.028
Epoch  20 Batch   24/269 - Train Accuracy:  0.950, Validation Accuracy:  0.953, Loss:  0.025
Epoch  20 Batch   25/269 - Train Accuracy:  0.942, Validation Accuracy:  0.946, Loss:  0.029
Epoch  20 Batch   26/269 - Train Accuracy:  0.945, Validation Accuracy:  0.948, Loss:  0.025
Epoch  20 Batch   27/269 - Train Accuracy:  0.945, Validation Accuracy:  0.947, Loss:  0.024
Epoch  20 Batch   28/269 - Train Accuracy:  0.937, Validation Accuracy:  0.945, Loss:  0.029
Epoch  20 Batch   29/269 - Train Accuracy:  0.952, Validation Accuracy:  0.945, Loss:  0.028
Epoch  20 Batch   30/269 - Train Accuracy:  0.951, Validation Accuracy:  0.945, Loss:  0.027
Epoch  20 Batch   31/269 - Train Accuracy:  0.954, Validation Accuracy:  0.941, Loss:  0.026
Epoch  20 Batch   32/269 - Train Accuracy:  0.956, Validation Accuracy:  0.941, Loss:  0.025
Epoch  20 Batch   33/269 - Train Accuracy:  0.948, Validation Accuracy:  0.946, Loss:  0.023
Epoch  20 Batch   34/269 - Train Accuracy:  0.955, Validation Accuracy:  0.942, Loss:  0.024
Epoch  20 Batch   35/269 - Train Accuracy:  0.954, Validation Accuracy:  0.945, Loss:  0.034
Epoch  20 Batch   36/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.027
Epoch  20 Batch   37/269 - Train Accuracy:  0.947, Validation Accuracy:  0.948, Loss:  0.030
Epoch  20 Batch   38/269 - Train Accuracy:  0.943, Validation Accuracy:  0.948, Loss:  0.025
Epoch  20 Batch   39/269 - Train Accuracy:  0.951, Validation Accuracy:  0.951, Loss:  0.026
Epoch  20 Batch   40/269 - Train Accuracy:  0.946, Validation Accuracy:  0.949, Loss:  0.029
Epoch  20 Batch   41/269 - Train Accuracy:  0.941, Validation Accuracy:  0.950, Loss:  0.028
Epoch  20 Batch   42/269 - Train Accuracy:  0.957, Validation Accuracy:  0.943, Loss:  0.024
Epoch  20 Batch   43/269 - Train Accuracy:  0.945, Validation Accuracy:  0.947, Loss:  0.026
Epoch  20 Batch   44/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.027
Epoch  20 Batch   45/269 - Train Accuracy:  0.943, Validation Accuracy:  0.950, Loss:  0.029
Epoch  20 Batch   46/269 - Train Accuracy:  0.948, Validation Accuracy:  0.951, Loss:  0.023
Epoch  20 Batch   47/269 - Train Accuracy:  0.949, Validation Accuracy:  0.950, Loss:  0.025
Epoch  20 Batch   48/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.026
Epoch  20 Batch   49/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.024
Epoch  20 Batch   50/269 - Train Accuracy:  0.938, Validation Accuracy:  0.954, Loss:  0.032
Epoch  20 Batch   51/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.024
Epoch  20 Batch   52/269 - Train Accuracy:  0.948, Validation Accuracy:  0.952, Loss:  0.021
Epoch  20 Batch   53/269 - Train Accuracy:  0.942, Validation Accuracy:  0.950, Loss:  0.028
Epoch  20 Batch   54/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.023
Epoch  20 Batch   55/269 - Train Accuracy:  0.944, Validation Accuracy:  0.945, Loss:  0.027
Epoch  20 Batch   56/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.024
Epoch  20 Batch   57/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.030
Epoch  20 Batch   58/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.028
Epoch  20 Batch   59/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.019
Epoch  20 Batch   60/269 - Train Accuracy:  0.950, Validation Accuracy:  0.954, Loss:  0.025
Epoch  20 Batch   61/269 - Train Accuracy:  0.947, Validation Accuracy:  0.951, Loss:  0.025
Epoch  20 Batch   62/269 - Train Accuracy:  0.942, Validation Accuracy:  0.952, Loss:  0.029
Epoch  20 Batch   63/269 - Train Accuracy:  0.943, Validation Accuracy:  0.952, Loss:  0.032
Epoch  20 Batch   64/269 - Train Accuracy:  0.946, Validation Accuracy:  0.953, Loss:  0.024
Epoch  20 Batch   65/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.024
Epoch  20 Batch   66/269 - Train Accuracy:  0.938, Validation Accuracy:  0.949, Loss:  0.029
Epoch  20 Batch   67/269 - Train Accuracy:  0.944, Validation Accuracy:  0.943, Loss:  0.031
Epoch  20 Batch   68/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.030
Epoch  20 Batch   69/269 - Train Accuracy:  0.927, Validation Accuracy:  0.944, Loss:  0.034
Epoch  20 Batch   70/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.027
Epoch  20 Batch   71/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.032
Epoch  20 Batch   72/269 - Train Accuracy:  0.940, Validation Accuracy:  0.951, Loss:  0.029
Epoch  20 Batch   73/269 - Train Accuracy:  0.935, Validation Accuracy:  0.945, Loss:  0.030
Epoch  20 Batch   74/269 - Train Accuracy:  0.952, Validation Accuracy:  0.941, Loss:  0.027
Epoch  20 Batch   75/269 - Train Accuracy:  0.943, Validation Accuracy:  0.945, Loss:  0.031
Epoch  20 Batch   76/269 - Train Accuracy:  0.948, Validation Accuracy:  0.944, Loss:  0.025
Epoch  20 Batch   77/269 - Train Accuracy:  0.954, Validation Accuracy:  0.947, Loss:  0.027
Epoch  20 Batch   78/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.026
Epoch  20 Batch   79/269 - Train Accuracy:  0.941, Validation Accuracy:  0.946, Loss:  0.028
Epoch  20 Batch   80/269 - Train Accuracy:  0.952, Validation Accuracy:  0.952, Loss:  0.027
Epoch  20 Batch   81/269 - Train Accuracy:  0.939, Validation Accuracy:  0.941, Loss:  0.030
Epoch  20 Batch   82/269 - Train Accuracy:  0.959, Validation Accuracy:  0.937, Loss:  0.021
Epoch  20 Batch   83/269 - Train Accuracy:  0.940, Validation Accuracy:  0.944, Loss:  0.036
Epoch  20 Batch   84/269 - Train Accuracy:  0.946, Validation Accuracy:  0.942, Loss:  0.025
Epoch  20 Batch   85/269 - Train Accuracy:  0.944, Validation Accuracy:  0.943, Loss:  0.027
Epoch  20 Batch   86/269 - Train Accuracy:  0.951, Validation Accuracy:  0.943, Loss:  0.024
Epoch  20 Batch   87/269 - Train Accuracy:  0.947, Validation Accuracy:  0.934, Loss:  0.027
Epoch  20 Batch   88/269 - Train Accuracy:  0.944, Validation Accuracy:  0.939, Loss:  0.028
Epoch  20 Batch   89/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.024
Epoch  20 Batch   90/269 - Train Accuracy:  0.942, Validation Accuracy:  0.942, Loss:  0.027
Epoch  20 Batch   91/269 - Train Accuracy:  0.954, Validation Accuracy:  0.947, Loss:  0.025
Epoch  20 Batch   92/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.024
Epoch  20 Batch   93/269 - Train Accuracy:  0.952, Validation Accuracy:  0.942, Loss:  0.025
Epoch  20 Batch   94/269 - Train Accuracy:  0.947, Validation Accuracy:  0.942, Loss:  0.031
Epoch  20 Batch   95/269 - Train Accuracy:  0.944, Validation Accuracy:  0.951, Loss:  0.026
Epoch  20 Batch   96/269 - Train Accuracy:  0.941, Validation Accuracy:  0.949, Loss:  0.030
Epoch  20 Batch   97/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.029
Epoch  20 Batch   98/269 - Train Accuracy:  0.949, Validation Accuracy:  0.950, Loss:  0.029
Epoch  20 Batch   99/269 - Train Accuracy:  0.947, Validation Accuracy:  0.944, Loss:  0.025
Epoch  20 Batch  100/269 - Train Accuracy:  0.953, Validation Accuracy:  0.947, Loss:  0.028
Epoch  20 Batch  101/269 - Train Accuracy:  0.936, Validation Accuracy:  0.954, Loss:  0.034
Epoch  20 Batch  102/269 - Train Accuracy:  0.950, Validation Accuracy:  0.953, Loss:  0.025
Epoch  20 Batch  103/269 - Train Accuracy:  0.949, Validation Accuracy:  0.954, Loss:  0.029
Epoch  20 Batch  104/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.027
Epoch  20 Batch  105/269 - Train Accuracy:  0.947, Validation Accuracy:  0.947, Loss:  0.027
Epoch  20 Batch  106/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.024
Epoch  20 Batch  107/269 - Train Accuracy:  0.947, Validation Accuracy:  0.945, Loss:  0.027
Epoch  20 Batch  108/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.025
Epoch  20 Batch  109/269 - Train Accuracy:  0.930, Validation Accuracy:  0.945, Loss:  0.030
Epoch  20 Batch  110/269 - Train Accuracy:  0.945, Validation Accuracy:  0.944, Loss:  0.026
Epoch  20 Batch  111/269 - Train Accuracy:  0.943, Validation Accuracy:  0.944, Loss:  0.030
Epoch  20 Batch  112/269 - Train Accuracy:  0.949, Validation Accuracy:  0.944, Loss:  0.031
Epoch  20 Batch  113/269 - Train Accuracy:  0.936, Validation Accuracy:  0.948, Loss:  0.028
Epoch  20 Batch  114/269 - Train Accuracy:  0.949, Validation Accuracy:  0.947, Loss:  0.028
Epoch  20 Batch  115/269 - Train Accuracy:  0.943, Validation Accuracy:  0.950, Loss:  0.032
Epoch  20 Batch  116/269 - Train Accuracy:  0.955, Validation Accuracy:  0.939, Loss:  0.027
Epoch  20 Batch  117/269 - Train Accuracy:  0.937, Validation Accuracy:  0.945, Loss:  0.026
Epoch  20 Batch  118/269 - Train Accuracy:  0.947, Validation Accuracy:  0.942, Loss:  0.025
Epoch  20 Batch  119/269 - Train Accuracy:  0.939, Validation Accuracy:  0.946, Loss:  0.027
Epoch  20 Batch  120/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.028
Epoch  20 Batch  121/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.023
Epoch  20 Batch  122/269 - Train Accuracy:  0.951, Validation Accuracy:  0.936, Loss:  0.025
Epoch  20 Batch  123/269 - Train Accuracy:  0.945, Validation Accuracy:  0.938, Loss:  0.028
Epoch  20 Batch  124/269 - Train Accuracy:  0.950, Validation Accuracy:  0.940, Loss:  0.024
Epoch  20 Batch  125/269 - Train Accuracy:  0.950, Validation Accuracy:  0.944, Loss:  0.024
Epoch  20 Batch  126/269 - Train Accuracy:  0.942, Validation Accuracy:  0.946, Loss:  0.026
Epoch  20 Batch  127/269 - Train Accuracy:  0.946, Validation Accuracy:  0.944, Loss:  0.025
Epoch  20 Batch  128/269 - Train Accuracy:  0.949, Validation Accuracy:  0.944, Loss:  0.026
Epoch  20 Batch  129/269 - Train Accuracy:  0.936, Validation Accuracy:  0.941, Loss:  0.027
Epoch  20 Batch  130/269 - Train Accuracy:  0.952, Validation Accuracy:  0.944, Loss:  0.029
Epoch  20 Batch  131/269 - Train Accuracy:  0.949, Validation Accuracy:  0.945, Loss:  0.027
Epoch  20 Batch  132/269 - Train Accuracy:  0.929, Validation Accuracy:  0.945, Loss:  0.030
Epoch  20 Batch  133/269 - Train Accuracy:  0.947, Validation Accuracy:  0.944, Loss:  0.024
Epoch  20 Batch  134/269 - Train Accuracy:  0.949, Validation Accuracy:  0.941, Loss:  0.027
Epoch  20 Batch  135/269 - Train Accuracy:  0.952, Validation Accuracy:  0.944, Loss:  0.026
Epoch  20 Batch  136/269 - Train Accuracy:  0.938, Validation Accuracy:  0.947, Loss:  0.029
Epoch  20 Batch  137/269 - Train Accuracy:  0.942, Validation Accuracy:  0.947, Loss:  0.032
Epoch  20 Batch  138/269 - Train Accuracy:  0.946, Validation Accuracy:  0.946, Loss:  0.022
Epoch  20 Batch  139/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.024
Epoch  20 Batch  140/269 - Train Accuracy:  0.951, Validation Accuracy:  0.945, Loss:  0.029
Epoch  20 Batch  141/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.028
Epoch  20 Batch  142/269 - Train Accuracy:  0.941, Validation Accuracy:  0.952, Loss:  0.027
Epoch  20 Batch  143/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.023
Epoch  20 Batch  144/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.022
Epoch  20 Batch  145/269 - Train Accuracy:  0.953, Validation Accuracy:  0.950, Loss:  0.024
Epoch  20 Batch  146/269 - Train Accuracy:  0.939, Validation Accuracy:  0.944, Loss:  0.024
Epoch  20 Batch  147/269 - Train Accuracy:  0.945, Validation Accuracy:  0.945, Loss:  0.032
Epoch  20 Batch  148/269 - Train Accuracy:  0.942, Validation Accuracy:  0.949, Loss:  0.026
Epoch  20 Batch  149/269 - Train Accuracy:  0.940, Validation Accuracy:  0.944, Loss:  0.031
Epoch  20 Batch  150/269 - Train Accuracy:  0.951, Validation Accuracy:  0.943, Loss:  0.029
Epoch  20 Batch  151/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.030
Epoch  20 Batch  152/269 - Train Accuracy:  0.947, Validation Accuracy:  0.948, Loss:  0.027
Epoch  20 Batch  153/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.025
Epoch  20 Batch  154/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.025
Epoch  20 Batch  155/269 - Train Accuracy:  0.948, Validation Accuracy:  0.948, Loss:  0.025
Epoch  20 Batch  156/269 - Train Accuracy:  0.952, Validation Accuracy:  0.945, Loss:  0.028
Epoch  20 Batch  157/269 - Train Accuracy:  0.949, Validation Accuracy:  0.950, Loss:  0.023
Epoch  20 Batch  158/269 - Train Accuracy:  0.940, Validation Accuracy:  0.949, Loss:  0.027
Epoch  20 Batch  159/269 - Train Accuracy:  0.953, Validation Accuracy:  0.944, Loss:  0.027
Epoch  20 Batch  160/269 - Train Accuracy:  0.949, Validation Accuracy:  0.946, Loss:  0.025
Epoch  20 Batch  161/269 - Train Accuracy:  0.948, Validation Accuracy:  0.947, Loss:  0.025
Epoch  20 Batch  162/269 - Train Accuracy:  0.949, Validation Accuracy:  0.945, Loss:  0.026
Epoch  20 Batch  163/269 - Train Accuracy:  0.950, Validation Accuracy:  0.944, Loss:  0.026
Epoch  20 Batch  164/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.025
Epoch  20 Batch  165/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.026
Epoch  20 Batch  166/269 - Train Accuracy:  0.949, Validation Accuracy:  0.945, Loss:  0.025
Epoch  20 Batch  167/269 - Train Accuracy:  0.949, Validation Accuracy:  0.944, Loss:  0.026
Epoch  20 Batch  168/269 - Train Accuracy:  0.949, Validation Accuracy:  0.947, Loss:  0.026
Epoch  20 Batch  169/269 - Train Accuracy:  0.945, Validation Accuracy:  0.948, Loss:  0.024
Epoch  20 Batch  170/269 - Train Accuracy:  0.944, Validation Accuracy:  0.952, Loss:  0.026
Epoch  20 Batch  171/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.026
Epoch  20 Batch  172/269 - Train Accuracy:  0.949, Validation Accuracy:  0.950, Loss:  0.030
Epoch  20 Batch  173/269 - Train Accuracy:  0.947, Validation Accuracy:  0.943, Loss:  0.024
Epoch  20 Batch  174/269 - Train Accuracy:  0.957, Validation Accuracy:  0.944, Loss:  0.027
Epoch  20 Batch  175/269 - Train Accuracy:  0.940, Validation Accuracy:  0.944, Loss:  0.035
Epoch  20 Batch  176/269 - Train Accuracy:  0.938, Validation Accuracy:  0.948, Loss:  0.030
Epoch  20 Batch  177/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.027
Epoch  20 Batch  178/269 - Train Accuracy:  0.959, Validation Accuracy:  0.946, Loss:  0.023
Epoch  20 Batch  179/269 - Train Accuracy:  0.943, Validation Accuracy:  0.947, Loss:  0.025
Epoch  20 Batch  180/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.023
Epoch  20 Batch  181/269 - Train Accuracy:  0.944, Validation Accuracy:  0.947, Loss:  0.031
Epoch  20 Batch  182/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.025
Epoch  20 Batch  183/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.019
Epoch  20 Batch  184/269 - Train Accuracy:  0.948, Validation Accuracy:  0.954, Loss:  0.025
Epoch  20 Batch  185/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.025
Epoch  20 Batch  186/269 - Train Accuracy:  0.944, Validation Accuracy:  0.951, Loss:  0.022
Epoch  20 Batch  187/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.024
Epoch  20 Batch  188/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.022
Epoch  20 Batch  189/269 - Train Accuracy:  0.958, Validation Accuracy:  0.943, Loss:  0.024
Epoch  20 Batch  190/269 - Train Accuracy:  0.950, Validation Accuracy:  0.946, Loss:  0.028
Epoch  20 Batch  191/269 - Train Accuracy:  0.946, Validation Accuracy:  0.945, Loss:  0.025
Epoch  20 Batch  192/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.026
Epoch  20 Batch  193/269 - Train Accuracy:  0.947, Validation Accuracy:  0.950, Loss:  0.023
Epoch  20 Batch  194/269 - Train Accuracy:  0.945, Validation Accuracy:  0.951, Loss:  0.025
Epoch  20 Batch  195/269 - Train Accuracy:  0.949, Validation Accuracy:  0.948, Loss:  0.023
Epoch  20 Batch  196/269 - Train Accuracy:  0.954, Validation Accuracy:  0.945, Loss:  0.026
Epoch  20 Batch  197/269 - Train Accuracy:  0.953, Validation Accuracy:  0.949, Loss:  0.024
Epoch  20 Batch  198/269 - Train Accuracy:  0.948, Validation Accuracy:  0.947, Loss:  0.026
Epoch  20 Batch  199/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.028
Epoch  20 Batch  200/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.023
Epoch  20 Batch  201/269 - Train Accuracy:  0.943, Validation Accuracy:  0.944, Loss:  0.026
Epoch  20 Batch  202/269 - Train Accuracy:  0.953, Validation Accuracy:  0.941, Loss:  0.025
Epoch  20 Batch  203/269 - Train Accuracy:  0.950, Validation Accuracy:  0.955, Loss:  0.027
Epoch  20 Batch  204/269 - Train Accuracy:  0.954, Validation Accuracy:  0.945, Loss:  0.025
Epoch  20 Batch  205/269 - Train Accuracy:  0.946, Validation Accuracy:  0.948, Loss:  0.026
Epoch  20 Batch  206/269 - Train Accuracy:  0.947, Validation Accuracy:  0.954, Loss:  0.030
Epoch  20 Batch  207/269 - Train Accuracy:  0.939, Validation Accuracy:  0.943, Loss:  0.025
Epoch  20 Batch  208/269 - Train Accuracy:  0.950, Validation Accuracy:  0.940, Loss:  0.027
Epoch  20 Batch  209/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.026
Epoch  20 Batch  210/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.024
Epoch  20 Batch  211/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.027
Epoch  20 Batch  212/269 - Train Accuracy:  0.945, Validation Accuracy:  0.948, Loss:  0.030
Epoch  20 Batch  213/269 - Train Accuracy:  0.951, Validation Accuracy:  0.946, Loss:  0.025
Epoch  20 Batch  214/269 - Train Accuracy:  0.944, Validation Accuracy:  0.948, Loss:  0.026
Epoch  20 Batch  215/269 - Train Accuracy:  0.947, Validation Accuracy:  0.951, Loss:  0.027
Epoch  20 Batch  216/269 - Train Accuracy:  0.934, Validation Accuracy:  0.951, Loss:  0.037
Epoch  20 Batch  217/269 - Train Accuracy:  0.940, Validation Accuracy:  0.946, Loss:  0.028
Epoch  20 Batch  218/269 - Train Accuracy:  0.962, Validation Accuracy:  0.945, Loss:  0.023
Epoch  20 Batch  219/269 - Train Accuracy:  0.957, Validation Accuracy:  0.944, Loss:  0.026
Epoch  20 Batch  220/269 - Train Accuracy:  0.938, Validation Accuracy:  0.941, Loss:  0.028
Epoch  20 Batch  221/269 - Train Accuracy:  0.949, Validation Accuracy:  0.942, Loss:  0.025
Epoch  20 Batch  222/269 - Train Accuracy:  0.963, Validation Accuracy:  0.942, Loss:  0.022
Epoch  20 Batch  223/269 - Train Accuracy:  0.944, Validation Accuracy:  0.944, Loss:  0.023
Epoch  20 Batch  224/269 - Train Accuracy:  0.941, Validation Accuracy:  0.946, Loss:  0.032
Epoch  20 Batch  225/269 - Train Accuracy:  0.946, Validation Accuracy:  0.951, Loss:  0.025
Epoch  20 Batch  226/269 - Train Accuracy:  0.955, Validation Accuracy:  0.943, Loss:  0.027
Epoch  20 Batch  227/269 - Train Accuracy:  0.949, Validation Accuracy:  0.946, Loss:  0.035
Epoch  20 Batch  228/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.022
Epoch  20 Batch  229/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.023
Epoch  20 Batch  230/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.024
Epoch  20 Batch  231/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.024
Epoch  20 Batch  232/269 - Train Accuracy:  0.948, Validation Accuracy:  0.946, Loss:  0.024
Epoch  20 Batch  233/269 - Train Accuracy:  0.952, Validation Accuracy:  0.947, Loss:  0.030
Epoch  20 Batch  234/269 - Train Accuracy:  0.953, Validation Accuracy:  0.949, Loss:  0.023
Epoch  20 Batch  235/269 - Train Accuracy:  0.971, Validation Accuracy:  0.949, Loss:  0.019
Epoch  20 Batch  236/269 - Train Accuracy:  0.949, Validation Accuracy:  0.950, Loss:  0.023
Epoch  20 Batch  237/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.022
Epoch  20 Batch  238/269 - Train Accuracy:  0.959, Validation Accuracy:  0.943, Loss:  0.025
Epoch  20 Batch  239/269 - Train Accuracy:  0.952, Validation Accuracy:  0.941, Loss:  0.024
Epoch  20 Batch  240/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.023
Epoch  20 Batch  241/269 - Train Accuracy:  0.936, Validation Accuracy:  0.948, Loss:  0.029
Epoch  20 Batch  242/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.026
Epoch  20 Batch  243/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.021
Epoch  20 Batch  244/269 - Train Accuracy:  0.945, Validation Accuracy:  0.953, Loss:  0.026
Epoch  20 Batch  245/269 - Train Accuracy:  0.940, Validation Accuracy:  0.953, Loss:  0.025
Epoch  20 Batch  246/269 - Train Accuracy:  0.945, Validation Accuracy:  0.951, Loss:  0.028
Epoch  20 Batch  247/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.025
Epoch  20 Batch  248/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.021
Epoch  20 Batch  249/269 - Train Accuracy:  0.948, Validation Accuracy:  0.950, Loss:  0.023
Epoch  20 Batch  250/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.024
Epoch  20 Batch  251/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.022
Epoch  20 Batch  252/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.018
Epoch  20 Batch  253/269 - Train Accuracy:  0.945, Validation Accuracy:  0.949, Loss:  0.026
Epoch  20 Batch  254/269 - Train Accuracy:  0.947, Validation Accuracy:  0.951, Loss:  0.025
Epoch  20 Batch  255/269 - Train Accuracy:  0.950, Validation Accuracy:  0.947, Loss:  0.027
Epoch  20 Batch  256/269 - Train Accuracy:  0.945, Validation Accuracy:  0.947, Loss:  0.024
Epoch  20 Batch  257/269 - Train Accuracy:  0.948, Validation Accuracy:  0.950, Loss:  0.027
Epoch  20 Batch  258/269 - Train Accuracy:  0.948, Validation Accuracy:  0.943, Loss:  0.026
Epoch  20 Batch  259/269 - Train Accuracy:  0.953, Validation Accuracy:  0.947, Loss:  0.024
Epoch  20 Batch  260/269 - Train Accuracy:  0.949, Validation Accuracy:  0.947, Loss:  0.027
Epoch  20 Batch  261/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.025
Epoch  20 Batch  262/269 - Train Accuracy:  0.947, Validation Accuracy:  0.952, Loss:  0.026
Epoch  20 Batch  263/269 - Train Accuracy:  0.951, Validation Accuracy:  0.954, Loss:  0.026
Epoch  20 Batch  264/269 - Train Accuracy:  0.933, Validation Accuracy:  0.951, Loss:  0.027
Epoch  20 Batch  265/269 - Train Accuracy:  0.944, Validation Accuracy:  0.952, Loss:  0.026
Epoch  20 Batch  266/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.022
Epoch  20 Batch  267/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.026
Epoch  21 Batch    0/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.028
Epoch  21 Batch    1/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.023
Epoch  21 Batch    2/269 - Train Accuracy:  0.946, Validation Accuracy:  0.950, Loss:  0.026
Epoch  21 Batch    3/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.023
Epoch  21 Batch    4/269 - Train Accuracy:  0.949, Validation Accuracy:  0.949, Loss:  0.026
Epoch  21 Batch    5/269 - Train Accuracy:  0.955, Validation Accuracy:  0.946, Loss:  0.025
Epoch  21 Batch    6/269 - Train Accuracy:  0.950, Validation Accuracy:  0.945, Loss:  0.023
Epoch  21 Batch    7/269 - Train Accuracy:  0.948, Validation Accuracy:  0.947, Loss:  0.024
Epoch  21 Batch    8/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.029
Epoch  21 Batch    9/269 - Train Accuracy:  0.949, Validation Accuracy:  0.954, Loss:  0.027
Epoch  21 Batch   10/269 - Train Accuracy:  0.949, Validation Accuracy:  0.948, Loss:  0.022
Epoch  21 Batch   11/269 - Train Accuracy:  0.948, Validation Accuracy:  0.948, Loss:  0.030
Epoch  21 Batch   12/269 - Train Accuracy:  0.941, Validation Accuracy:  0.946, Loss:  0.030
Epoch  21 Batch   13/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.022
Epoch  21 Batch   14/269 - Train Accuracy:  0.941, Validation Accuracy:  0.950, Loss:  0.024
Epoch  21 Batch   15/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.019
Epoch  21 Batch   16/269 - Train Accuracy:  0.946, Validation Accuracy:  0.949, Loss:  0.030
Epoch  21 Batch   17/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.020
Epoch  21 Batch   18/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.026
Epoch  21 Batch   19/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.020
Epoch  21 Batch   20/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.023
Epoch  21 Batch   21/269 - Train Accuracy:  0.946, Validation Accuracy:  0.949, Loss:  0.030
Epoch  21 Batch   22/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.023
Epoch  21 Batch   23/269 - Train Accuracy:  0.947, Validation Accuracy:  0.952, Loss:  0.026
Epoch  21 Batch   24/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.023
Epoch  21 Batch   25/269 - Train Accuracy:  0.943, Validation Accuracy:  0.952, Loss:  0.026
Epoch  21 Batch   26/269 - Train Accuracy:  0.948, Validation Accuracy:  0.950, Loss:  0.023
Epoch  21 Batch   27/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.022
Epoch  21 Batch   28/269 - Train Accuracy:  0.943, Validation Accuracy:  0.950, Loss:  0.026
Epoch  21 Batch   29/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.024
Epoch  21 Batch   30/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.025
Epoch  21 Batch   31/269 - Train Accuracy:  0.953, Validation Accuracy:  0.944, Loss:  0.024
Epoch  21 Batch   32/269 - Train Accuracy:  0.956, Validation Accuracy:  0.945, Loss:  0.023
Epoch  21 Batch   33/269 - Train Accuracy:  0.951, Validation Accuracy:  0.945, Loss:  0.021
Epoch  21 Batch   34/269 - Train Accuracy:  0.959, Validation Accuracy:  0.947, Loss:  0.022
Epoch  21 Batch   35/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.031
Epoch  21 Batch   36/269 - Train Accuracy:  0.952, Validation Accuracy:  0.947, Loss:  0.025
Epoch  21 Batch   37/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.027
Epoch  21 Batch   38/269 - Train Accuracy:  0.949, Validation Accuracy:  0.950, Loss:  0.024
Epoch  21 Batch   39/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.024
Epoch  21 Batch   40/269 - Train Accuracy:  0.945, Validation Accuracy:  0.947, Loss:  0.027
Epoch  21 Batch   41/269 - Train Accuracy:  0.946, Validation Accuracy:  0.949, Loss:  0.027
Epoch  21 Batch   42/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.022
Epoch  21 Batch   43/269 - Train Accuracy:  0.951, Validation Accuracy:  0.950, Loss:  0.024
Epoch  21 Batch   44/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.025
Epoch  21 Batch   45/269 - Train Accuracy:  0.947, Validation Accuracy:  0.951, Loss:  0.028
Epoch  21 Batch   46/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.020
Epoch  21 Batch   47/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.022
Epoch  21 Batch   48/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.024
Epoch  21 Batch   49/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.021
Epoch  21 Batch   50/269 - Train Accuracy:  0.940, Validation Accuracy:  0.956, Loss:  0.030
Epoch  21 Batch   51/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.022
Epoch  21 Batch   52/269 - Train Accuracy:  0.951, Validation Accuracy:  0.950, Loss:  0.019
Epoch  21 Batch   53/269 - Train Accuracy:  0.943, Validation Accuracy:  0.953, Loss:  0.026
Epoch  21 Batch   54/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.021
Epoch  21 Batch   55/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.025
Epoch  21 Batch   56/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.021
Epoch  21 Batch   57/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.028
Epoch  21 Batch   58/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.025
Epoch  21 Batch   59/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.017
Epoch  21 Batch   60/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.024
Epoch  21 Batch   61/269 - Train Accuracy:  0.948, Validation Accuracy:  0.951, Loss:  0.023
Epoch  21 Batch   62/269 - Train Accuracy:  0.947, Validation Accuracy:  0.953, Loss:  0.026
Epoch  21 Batch   63/269 - Train Accuracy:  0.945, Validation Accuracy:  0.952, Loss:  0.029
Epoch  21 Batch   64/269 - Train Accuracy:  0.948, Validation Accuracy:  0.951, Loss:  0.022
Epoch  21 Batch   65/269 - Train Accuracy:  0.949, Validation Accuracy:  0.954, Loss:  0.022
Epoch  21 Batch   66/269 - Train Accuracy:  0.942, Validation Accuracy:  0.953, Loss:  0.027
Epoch  21 Batch   67/269 - Train Accuracy:  0.945, Validation Accuracy:  0.949, Loss:  0.029
Epoch  21 Batch   68/269 - Train Accuracy:  0.948, Validation Accuracy:  0.946, Loss:  0.028
Epoch  21 Batch   69/269 - Train Accuracy:  0.930, Validation Accuracy:  0.943, Loss:  0.031
Epoch  21 Batch   70/269 - Train Accuracy:  0.962, Validation Accuracy:  0.947, Loss:  0.025
Epoch  21 Batch   71/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.030
Epoch  21 Batch   72/269 - Train Accuracy:  0.942, Validation Accuracy:  0.950, Loss:  0.027
Epoch  21 Batch   73/269 - Train Accuracy:  0.941, Validation Accuracy:  0.948, Loss:  0.028
Epoch  21 Batch   74/269 - Train Accuracy:  0.957, Validation Accuracy:  0.941, Loss:  0.026
Epoch  21 Batch   75/269 - Train Accuracy:  0.943, Validation Accuracy:  0.946, Loss:  0.029
Epoch  21 Batch   76/269 - Train Accuracy:  0.946, Validation Accuracy:  0.947, Loss:  0.024
Epoch  21 Batch   77/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.025
Epoch  21 Batch   78/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.024
Epoch  21 Batch   79/269 - Train Accuracy:  0.945, Validation Accuracy:  0.950, Loss:  0.027
Epoch  21 Batch   80/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.025
Epoch  21 Batch   81/269 - Train Accuracy:  0.947, Validation Accuracy:  0.943, Loss:  0.028
Epoch  21 Batch   82/269 - Train Accuracy:  0.961, Validation Accuracy:  0.937, Loss:  0.020
Epoch  21 Batch   83/269 - Train Accuracy:  0.940, Validation Accuracy:  0.948, Loss:  0.034
Epoch  21 Batch   84/269 - Train Accuracy:  0.947, Validation Accuracy:  0.944, Loss:  0.024
Epoch  21 Batch   85/269 - Train Accuracy:  0.950, Validation Accuracy:  0.945, Loss:  0.025
Epoch  21 Batch   86/269 - Train Accuracy:  0.950, Validation Accuracy:  0.942, Loss:  0.022
Epoch  21 Batch   87/269 - Train Accuracy:  0.949, Validation Accuracy:  0.938, Loss:  0.024
Epoch  21 Batch   88/269 - Train Accuracy:  0.948, Validation Accuracy:  0.950, Loss:  0.026
Epoch  21 Batch   89/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.023
Epoch  21 Batch   90/269 - Train Accuracy:  0.945, Validation Accuracy:  0.948, Loss:  0.026
Epoch  21 Batch   91/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.024
Epoch  21 Batch   92/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.022
Epoch  21 Batch   93/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.023
Epoch  21 Batch   94/269 - Train Accuracy:  0.950, Validation Accuracy:  0.954, Loss:  0.028
Epoch  21 Batch   95/269 - Train Accuracy:  0.945, Validation Accuracy:  0.952, Loss:  0.025
Epoch  21 Batch   96/269 - Train Accuracy:  0.943, Validation Accuracy:  0.955, Loss:  0.027
Epoch  21 Batch   97/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.027
Epoch  21 Batch   98/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.027
Epoch  21 Batch   99/269 - Train Accuracy:  0.951, Validation Accuracy:  0.943, Loss:  0.024
Epoch  21 Batch  100/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.027
Epoch  21 Batch  101/269 - Train Accuracy:  0.941, Validation Accuracy:  0.953, Loss:  0.032
Epoch  21 Batch  102/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.023
Epoch  21 Batch  103/269 - Train Accuracy:  0.948, Validation Accuracy:  0.951, Loss:  0.027
Epoch  21 Batch  104/269 - Train Accuracy:  0.951, Validation Accuracy:  0.949, Loss:  0.025
Epoch  21 Batch  105/269 - Train Accuracy:  0.949, Validation Accuracy:  0.945, Loss:  0.025
Epoch  21 Batch  106/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.022
Epoch  21 Batch  107/269 - Train Accuracy:  0.953, Validation Accuracy:  0.950, Loss:  0.026
Epoch  21 Batch  108/269 - Train Accuracy:  0.959, Validation Accuracy:  0.942, Loss:  0.023
Epoch  21 Batch  109/269 - Train Accuracy:  0.930, Validation Accuracy:  0.947, Loss:  0.029
Epoch  21 Batch  110/269 - Train Accuracy:  0.943, Validation Accuracy:  0.941, Loss:  0.024
Epoch  21 Batch  111/269 - Train Accuracy:  0.944, Validation Accuracy:  0.941, Loss:  0.027
Epoch  21 Batch  112/269 - Train Accuracy:  0.953, Validation Accuracy:  0.947, Loss:  0.028
Epoch  21 Batch  113/269 - Train Accuracy:  0.942, Validation Accuracy:  0.945, Loss:  0.026
Epoch  21 Batch  114/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.026
Epoch  21 Batch  115/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.029
Epoch  21 Batch  116/269 - Train Accuracy:  0.953, Validation Accuracy:  0.940, Loss:  0.025
Epoch  21 Batch  117/269 - Train Accuracy:  0.946, Validation Accuracy:  0.944, Loss:  0.025
Epoch  21 Batch  118/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.023
Epoch  21 Batch  119/269 - Train Accuracy:  0.944, Validation Accuracy:  0.945, Loss:  0.026
Epoch  21 Batch  120/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.026
Epoch  21 Batch  121/269 - Train Accuracy:  0.957, Validation Accuracy:  0.947, Loss:  0.022
Epoch  21 Batch  122/269 - Train Accuracy:  0.953, Validation Accuracy:  0.944, Loss:  0.024
Epoch  21 Batch  123/269 - Train Accuracy:  0.945, Validation Accuracy:  0.947, Loss:  0.026
Epoch  21 Batch  124/269 - Train Accuracy:  0.952, Validation Accuracy:  0.943, Loss:  0.022
Epoch  21 Batch  125/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.023
Epoch  21 Batch  126/269 - Train Accuracy:  0.942, Validation Accuracy:  0.945, Loss:  0.023
Epoch  21 Batch  127/269 - Train Accuracy:  0.947, Validation Accuracy:  0.947, Loss:  0.024
Epoch  21 Batch  128/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.024
Epoch  21 Batch  129/269 - Train Accuracy:  0.937, Validation Accuracy:  0.949, Loss:  0.025
Epoch  21 Batch  130/269 - Train Accuracy:  0.952, Validation Accuracy:  0.945, Loss:  0.027
Epoch  21 Batch  131/269 - Train Accuracy:  0.952, Validation Accuracy:  0.947, Loss:  0.026
Epoch  21 Batch  132/269 - Train Accuracy:  0.935, Validation Accuracy:  0.947, Loss:  0.028
Epoch  21 Batch  133/269 - Train Accuracy:  0.950, Validation Accuracy:  0.949, Loss:  0.022
Epoch  21 Batch  134/269 - Train Accuracy:  0.948, Validation Accuracy:  0.944, Loss:  0.025
Epoch  21 Batch  135/269 - Train Accuracy:  0.951, Validation Accuracy:  0.945, Loss:  0.023
Epoch  21 Batch  136/269 - Train Accuracy:  0.945, Validation Accuracy:  0.947, Loss:  0.027
Epoch  21 Batch  137/269 - Train Accuracy:  0.945, Validation Accuracy:  0.949, Loss:  0.029
Epoch  21 Batch  138/269 - Train Accuracy:  0.949, Validation Accuracy:  0.949, Loss:  0.020
Epoch  21 Batch  139/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.022
Epoch  21 Batch  140/269 - Train Accuracy:  0.947, Validation Accuracy:  0.948, Loss:  0.026
Epoch  21 Batch  141/269 - Train Accuracy:  0.951, Validation Accuracy:  0.949, Loss:  0.025
Epoch  21 Batch  142/269 - Train Accuracy:  0.945, Validation Accuracy:  0.949, Loss:  0.026
Epoch  21 Batch  143/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.021
Epoch  21 Batch  144/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.020
Epoch  21 Batch  145/269 - Train Accuracy:  0.962, Validation Accuracy:  0.944, Loss:  0.022
Epoch  21 Batch  146/269 - Train Accuracy:  0.939, Validation Accuracy:  0.946, Loss:  0.022
Epoch  21 Batch  147/269 - Train Accuracy:  0.949, Validation Accuracy:  0.947, Loss:  0.029
Epoch  21 Batch  148/269 - Train Accuracy:  0.950, Validation Accuracy:  0.947, Loss:  0.024
Epoch  21 Batch  149/269 - Train Accuracy:  0.944, Validation Accuracy:  0.943, Loss:  0.029
Epoch  21 Batch  150/269 - Train Accuracy:  0.956, Validation Accuracy:  0.944, Loss:  0.027
Epoch  21 Batch  151/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.028
Epoch  21 Batch  152/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.025
Epoch  21 Batch  153/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.023
Epoch  21 Batch  154/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.023
Epoch  21 Batch  155/269 - Train Accuracy:  0.951, Validation Accuracy:  0.951, Loss:  0.023
Epoch  21 Batch  156/269 - Train Accuracy:  0.953, Validation Accuracy:  0.947, Loss:  0.026
Epoch  21 Batch  157/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.022
Epoch  21 Batch  158/269 - Train Accuracy:  0.942, Validation Accuracy:  0.951, Loss:  0.025
Epoch  21 Batch  159/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.025
Epoch  21 Batch  160/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.023
Epoch  21 Batch  161/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.023
Epoch  21 Batch  162/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.024
Epoch  21 Batch  163/269 - Train Accuracy:  0.952, Validation Accuracy:  0.952, Loss:  0.024
Epoch  21 Batch  164/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.023
Epoch  21 Batch  165/269 - Train Accuracy:  0.950, Validation Accuracy:  0.958, Loss:  0.024
Epoch  21 Batch  166/269 - Train Accuracy:  0.949, Validation Accuracy:  0.948, Loss:  0.023
Epoch  21 Batch  167/269 - Train Accuracy:  0.947, Validation Accuracy:  0.951, Loss:  0.025
Epoch  21 Batch  168/269 - Train Accuracy:  0.952, Validation Accuracy:  0.947, Loss:  0.025
Epoch  21 Batch  169/269 - Train Accuracy:  0.944, Validation Accuracy:  0.950, Loss:  0.023
Epoch  21 Batch  170/269 - Train Accuracy:  0.945, Validation Accuracy:  0.952, Loss:  0.024
Epoch  21 Batch  171/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.024
Epoch  21 Batch  172/269 - Train Accuracy:  0.947, Validation Accuracy:  0.951, Loss:  0.027
Epoch  21 Batch  173/269 - Train Accuracy:  0.947, Validation Accuracy:  0.940, Loss:  0.024
Epoch  21 Batch  174/269 - Train Accuracy:  0.957, Validation Accuracy:  0.941, Loss:  0.025
Epoch  21 Batch  175/269 - Train Accuracy:  0.948, Validation Accuracy:  0.943, Loss:  0.034
Epoch  21 Batch  176/269 - Train Accuracy:  0.934, Validation Accuracy:  0.945, Loss:  0.027
Epoch  21 Batch  177/269 - Train Accuracy:  0.954, Validation Accuracy:  0.948, Loss:  0.026
Epoch  21 Batch  178/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.021
Epoch  21 Batch  179/269 - Train Accuracy:  0.942, Validation Accuracy:  0.945, Loss:  0.023
Epoch  21 Batch  180/269 - Train Accuracy:  0.959, Validation Accuracy:  0.945, Loss:  0.022
Epoch  21 Batch  181/269 - Train Accuracy:  0.948, Validation Accuracy:  0.948, Loss:  0.029
Epoch  21 Batch  182/269 - Train Accuracy:  0.951, Validation Accuracy:  0.949, Loss:  0.023
Epoch  21 Batch  183/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.018
Epoch  21 Batch  184/269 - Train Accuracy:  0.950, Validation Accuracy:  0.955, Loss:  0.024
Epoch  21 Batch  185/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.023
Epoch  21 Batch  186/269 - Train Accuracy:  0.945, Validation Accuracy:  0.948, Loss:  0.021
Epoch  21 Batch  187/269 - Train Accuracy:  0.950, Validation Accuracy:  0.949, Loss:  0.022
Epoch  21 Batch  188/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.021
Epoch  21 Batch  189/269 - Train Accuracy:  0.956, Validation Accuracy:  0.944, Loss:  0.022
Epoch  21 Batch  190/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.026
Epoch  21 Batch  191/269 - Train Accuracy:  0.949, Validation Accuracy:  0.948, Loss:  0.023
Epoch  21 Batch  192/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.023
Epoch  21 Batch  193/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.022
Epoch  21 Batch  194/269 - Train Accuracy:  0.944, Validation Accuracy:  0.949, Loss:  0.023
Epoch  21 Batch  195/269 - Train Accuracy:  0.946, Validation Accuracy:  0.947, Loss:  0.022
Epoch  21 Batch  196/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.025
Epoch  21 Batch  197/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.023
Epoch  21 Batch  198/269 - Train Accuracy:  0.948, Validation Accuracy:  0.950, Loss:  0.024
Epoch  21 Batch  199/269 - Train Accuracy:  0.951, Validation Accuracy:  0.954, Loss:  0.026
Epoch  21 Batch  200/269 - Train Accuracy:  0.967, Validation Accuracy:  0.948, Loss:  0.021
Epoch  21 Batch  201/269 - Train Accuracy:  0.949, Validation Accuracy:  0.943, Loss:  0.024
Epoch  21 Batch  202/269 - Train Accuracy:  0.956, Validation Accuracy:  0.943, Loss:  0.024
Epoch  21 Batch  203/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.025
Epoch  21 Batch  204/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.023
Epoch  21 Batch  205/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.024
Epoch  21 Batch  206/269 - Train Accuracy:  0.949, Validation Accuracy:  0.956, Loss:  0.028
Epoch  21 Batch  207/269 - Train Accuracy:  0.943, Validation Accuracy:  0.948, Loss:  0.023
Epoch  21 Batch  208/269 - Train Accuracy:  0.950, Validation Accuracy:  0.945, Loss:  0.024
Epoch  21 Batch  209/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.025
Epoch  21 Batch  210/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.022
Epoch  21 Batch  211/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.026
Epoch  21 Batch  212/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.028
Epoch  21 Batch  213/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.023
Epoch  21 Batch  214/269 - Train Accuracy:  0.945, Validation Accuracy:  0.952, Loss:  0.024
Epoch  21 Batch  215/269 - Train Accuracy:  0.948, Validation Accuracy:  0.952, Loss:  0.025
Epoch  21 Batch  216/269 - Train Accuracy:  0.936, Validation Accuracy:  0.951, Loss:  0.035
Epoch  21 Batch  217/269 - Train Accuracy:  0.942, Validation Accuracy:  0.948, Loss:  0.026
Epoch  21 Batch  218/269 - Train Accuracy:  0.967, Validation Accuracy:  0.946, Loss:  0.021
Epoch  21 Batch  219/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.023
Epoch  21 Batch  220/269 - Train Accuracy:  0.941, Validation Accuracy:  0.947, Loss:  0.026
Epoch  21 Batch  221/269 - Train Accuracy:  0.947, Validation Accuracy:  0.950, Loss:  0.023
Epoch  21 Batch  222/269 - Train Accuracy:  0.966, Validation Accuracy:  0.947, Loss:  0.020
Epoch  21 Batch  223/269 - Train Accuracy:  0.951, Validation Accuracy:  0.943, Loss:  0.021
Epoch  21 Batch  224/269 - Train Accuracy:  0.949, Validation Accuracy:  0.947, Loss:  0.031
Epoch  21 Batch  225/269 - Train Accuracy:  0.948, Validation Accuracy:  0.951, Loss:  0.023
Epoch  21 Batch  226/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.024
Epoch  21 Batch  227/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.032
Epoch  21 Batch  228/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.021
Epoch  21 Batch  229/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.022
Epoch  21 Batch  230/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.022
Epoch  21 Batch  231/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.023
Epoch  21 Batch  232/269 - Train Accuracy:  0.947, Validation Accuracy:  0.948, Loss:  0.023
Epoch  21 Batch  233/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.028
Epoch  21 Batch  234/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.022
Epoch  21 Batch  235/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.018
Epoch  21 Batch  236/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.021
Epoch  21 Batch  237/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.020
Epoch  21 Batch  238/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.023
Epoch  21 Batch  239/269 - Train Accuracy:  0.952, Validation Accuracy:  0.947, Loss:  0.022
Epoch  21 Batch  240/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.021
Epoch  21 Batch  241/269 - Train Accuracy:  0.935, Validation Accuracy:  0.949, Loss:  0.027
Epoch  21 Batch  242/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.024
Epoch  21 Batch  243/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.020
Epoch  21 Batch  244/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.024
Epoch  21 Batch  245/269 - Train Accuracy:  0.943, Validation Accuracy:  0.955, Loss:  0.024
Epoch  21 Batch  246/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.025
Epoch  21 Batch  247/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.023
Epoch  21 Batch  248/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.020
Epoch  21 Batch  249/269 - Train Accuracy:  0.953, Validation Accuracy:  0.950, Loss:  0.021
Epoch  21 Batch  250/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.022
Epoch  21 Batch  251/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.021
Epoch  21 Batch  252/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.017
Epoch  21 Batch  253/269 - Train Accuracy:  0.948, Validation Accuracy:  0.951, Loss:  0.024
Epoch  21 Batch  254/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.023
Epoch  21 Batch  255/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.026
Epoch  21 Batch  256/269 - Train Accuracy:  0.945, Validation Accuracy:  0.948, Loss:  0.022
Epoch  21 Batch  257/269 - Train Accuracy:  0.949, Validation Accuracy:  0.949, Loss:  0.025
Epoch  21 Batch  258/269 - Train Accuracy:  0.949, Validation Accuracy:  0.944, Loss:  0.024
Epoch  21 Batch  259/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.023
Epoch  21 Batch  260/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.025
Epoch  21 Batch  261/269 - Train Accuracy:  0.949, Validation Accuracy:  0.949, Loss:  0.024
Epoch  21 Batch  262/269 - Train Accuracy:  0.946, Validation Accuracy:  0.954, Loss:  0.025
Epoch  21 Batch  263/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.023
Epoch  21 Batch  264/269 - Train Accuracy:  0.938, Validation Accuracy:  0.949, Loss:  0.025
Epoch  21 Batch  265/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.025
Epoch  21 Batch  266/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.021
Epoch  21 Batch  267/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.024
Epoch  22 Batch    0/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.027
Epoch  22 Batch    1/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.022
Epoch  22 Batch    2/269 - Train Accuracy:  0.948, Validation Accuracy:  0.951, Loss:  0.024
Epoch  22 Batch    3/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.021
Epoch  22 Batch    4/269 - Train Accuracy:  0.950, Validation Accuracy:  0.955, Loss:  0.024
Epoch  22 Batch    5/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.024
Epoch  22 Batch    6/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.021
Epoch  22 Batch    7/269 - Train Accuracy:  0.951, Validation Accuracy:  0.945, Loss:  0.023
Epoch  22 Batch    8/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.026
Epoch  22 Batch    9/269 - Train Accuracy:  0.948, Validation Accuracy:  0.953, Loss:  0.025
Epoch  22 Batch   10/269 - Train Accuracy:  0.953, Validation Accuracy:  0.950, Loss:  0.021
Epoch  22 Batch   11/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.028
Epoch  22 Batch   12/269 - Train Accuracy:  0.947, Validation Accuracy:  0.953, Loss:  0.029
Epoch  22 Batch   13/269 - Train Accuracy:  0.953, Validation Accuracy:  0.947, Loss:  0.021
Epoch  22 Batch   14/269 - Train Accuracy:  0.939, Validation Accuracy:  0.947, Loss:  0.023
Epoch  22 Batch   15/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.017
Epoch  22 Batch   16/269 - Train Accuracy:  0.947, Validation Accuracy:  0.948, Loss:  0.028
Epoch  22 Batch   17/269 - Train Accuracy:  0.950, Validation Accuracy:  0.954, Loss:  0.019
Epoch  22 Batch   18/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.024
Epoch  22 Batch   19/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.018
Epoch  22 Batch   20/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.020
Epoch  22 Batch   21/269 - Train Accuracy:  0.946, Validation Accuracy:  0.955, Loss:  0.027
Epoch  22 Batch   22/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.022
Epoch  22 Batch   23/269 - Train Accuracy:  0.944, Validation Accuracy:  0.953, Loss:  0.024
Epoch  22 Batch   24/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.021
Epoch  22 Batch   25/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.024
Epoch  22 Batch   26/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.021
Epoch  22 Batch   27/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.020
Epoch  22 Batch   28/269 - Train Accuracy:  0.948, Validation Accuracy:  0.950, Loss:  0.025
Epoch  22 Batch   29/269 - Train Accuracy:  0.959, Validation Accuracy:  0.950, Loss:  0.023
Epoch  22 Batch   30/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.023
Epoch  22 Batch   31/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.022
Epoch  22 Batch   32/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.021
Epoch  22 Batch   33/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.019
Epoch  22 Batch   34/269 - Train Accuracy:  0.957, Validation Accuracy:  0.945, Loss:  0.020
Epoch  22 Batch   35/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.029
Epoch  22 Batch   36/269 - Train Accuracy:  0.952, Validation Accuracy:  0.952, Loss:  0.023
Epoch  22 Batch   37/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.025
Epoch  22 Batch   38/269 - Train Accuracy:  0.944, Validation Accuracy:  0.951, Loss:  0.021
Epoch  22 Batch   39/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.022
Epoch  22 Batch   40/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.025
Epoch  22 Batch   41/269 - Train Accuracy:  0.942, Validation Accuracy:  0.948, Loss:  0.025
Epoch  22 Batch   42/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.020
Epoch  22 Batch   43/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.023
Epoch  22 Batch   44/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.023
Epoch  22 Batch   45/269 - Train Accuracy:  0.944, Validation Accuracy:  0.954, Loss:  0.026
Epoch  22 Batch   46/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.019
Epoch  22 Batch   47/269 - Train Accuracy:  0.947, Validation Accuracy:  0.950, Loss:  0.021
Epoch  22 Batch   48/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.023
Epoch  22 Batch   49/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.020
Epoch  22 Batch   50/269 - Train Accuracy:  0.942, Validation Accuracy:  0.954, Loss:  0.028
Epoch  22 Batch   51/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.021
Epoch  22 Batch   52/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.018
Epoch  22 Batch   53/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.024
Epoch  22 Batch   54/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.020
Epoch  22 Batch   55/269 - Train Accuracy:  0.946, Validation Accuracy:  0.952, Loss:  0.023
Epoch  22 Batch   56/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.020
Epoch  22 Batch   57/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.026
Epoch  22 Batch   58/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.023
Epoch  22 Batch   59/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.017
Epoch  22 Batch   60/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.022
Epoch  22 Batch   61/269 - Train Accuracy:  0.948, Validation Accuracy:  0.956, Loss:  0.022
Epoch  22 Batch   62/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.024
Epoch  22 Batch   63/269 - Train Accuracy:  0.948, Validation Accuracy:  0.955, Loss:  0.028
Epoch  22 Batch   64/269 - Train Accuracy:  0.949, Validation Accuracy:  0.956, Loss:  0.020
Epoch  22 Batch   65/269 - Train Accuracy:  0.954, Validation Accuracy:  0.956, Loss:  0.020
Epoch  22 Batch   66/269 - Train Accuracy:  0.945, Validation Accuracy:  0.952, Loss:  0.025
Epoch  22 Batch   67/269 - Train Accuracy:  0.948, Validation Accuracy:  0.950, Loss:  0.027
Epoch  22 Batch   68/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.026
Epoch  22 Batch   69/269 - Train Accuracy:  0.938, Validation Accuracy:  0.949, Loss:  0.029
Epoch  22 Batch   70/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.022
Epoch  22 Batch   71/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.028
Epoch  22 Batch   72/269 - Train Accuracy:  0.945, Validation Accuracy:  0.951, Loss:  0.025
Epoch  22 Batch   73/269 - Train Accuracy:  0.946, Validation Accuracy:  0.947, Loss:  0.026
Epoch  22 Batch   74/269 - Train Accuracy:  0.957, Validation Accuracy:  0.944, Loss:  0.024
Epoch  22 Batch   75/269 - Train Accuracy:  0.947, Validation Accuracy:  0.948, Loss:  0.027
Epoch  22 Batch   76/269 - Train Accuracy:  0.949, Validation Accuracy:  0.948, Loss:  0.021
Epoch  22 Batch   77/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.023
Epoch  22 Batch   78/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.022
Epoch  22 Batch   79/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.025
Epoch  22 Batch   80/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.023
Epoch  22 Batch   81/269 - Train Accuracy:  0.947, Validation Accuracy:  0.945, Loss:  0.026
Epoch  22 Batch   82/269 - Train Accuracy:  0.959, Validation Accuracy:  0.942, Loss:  0.018
Epoch  22 Batch   83/269 - Train Accuracy:  0.941, Validation Accuracy:  0.949, Loss:  0.032
Epoch  22 Batch   84/269 - Train Accuracy:  0.952, Validation Accuracy:  0.945, Loss:  0.022
Epoch  22 Batch   85/269 - Train Accuracy:  0.953, Validation Accuracy:  0.950, Loss:  0.022
Epoch  22 Batch   86/269 - Train Accuracy:  0.953, Validation Accuracy:  0.947, Loss:  0.019
Epoch  22 Batch   87/269 - Train Accuracy:  0.943, Validation Accuracy:  0.942, Loss:  0.022
Epoch  22 Batch   88/269 - Train Accuracy:  0.951, Validation Accuracy:  0.951, Loss:  0.023
Epoch  22 Batch   89/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.021
Epoch  22 Batch   90/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.023
Epoch  22 Batch   91/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.022
Epoch  22 Batch   92/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.021
Epoch  22 Batch   93/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.021
Epoch  22 Batch   94/269 - Train Accuracy:  0.953, Validation Accuracy:  0.959, Loss:  0.027
Epoch  22 Batch   95/269 - Train Accuracy:  0.950, Validation Accuracy:  0.957, Loss:  0.023
Epoch  22 Batch   96/269 - Train Accuracy:  0.946, Validation Accuracy:  0.956, Loss:  0.025
Epoch  22 Batch   97/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.024
Epoch  22 Batch   98/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.026
Epoch  22 Batch   99/269 - Train Accuracy:  0.949, Validation Accuracy:  0.950, Loss:  0.022
Epoch  22 Batch  100/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.026
Epoch  22 Batch  101/269 - Train Accuracy:  0.948, Validation Accuracy:  0.959, Loss:  0.029
Epoch  22 Batch  102/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.022
Epoch  22 Batch  103/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.026
Epoch  22 Batch  104/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.023
Epoch  22 Batch  105/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.023
Epoch  22 Batch  106/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.022
Epoch  22 Batch  107/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.023
Epoch  22 Batch  108/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.022
Epoch  22 Batch  109/269 - Train Accuracy:  0.939, Validation Accuracy:  0.952, Loss:  0.027
Epoch  22 Batch  110/269 - Train Accuracy:  0.946, Validation Accuracy:  0.950, Loss:  0.022
Epoch  22 Batch  111/269 - Train Accuracy:  0.949, Validation Accuracy:  0.945, Loss:  0.026
Epoch  22 Batch  112/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.026
Epoch  22 Batch  113/269 - Train Accuracy:  0.941, Validation Accuracy:  0.945, Loss:  0.024
Epoch  22 Batch  114/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.025
Epoch  22 Batch  115/269 - Train Accuracy:  0.945, Validation Accuracy:  0.946, Loss:  0.026
Epoch  22 Batch  116/269 - Train Accuracy:  0.955, Validation Accuracy:  0.938, Loss:  0.024
Epoch  22 Batch  117/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.022
Epoch  22 Batch  118/269 - Train Accuracy:  0.949, Validation Accuracy:  0.938, Loss:  0.022
Epoch  22 Batch  119/269 - Train Accuracy:  0.947, Validation Accuracy:  0.945, Loss:  0.025
Epoch  22 Batch  120/269 - Train Accuracy:  0.957, Validation Accuracy:  0.945, Loss:  0.023
Epoch  22 Batch  121/269 - Train Accuracy:  0.955, Validation Accuracy:  0.944, Loss:  0.020
Epoch  22 Batch  122/269 - Train Accuracy:  0.957, Validation Accuracy:  0.944, Loss:  0.023
Epoch  22 Batch  123/269 - Train Accuracy:  0.945, Validation Accuracy:  0.945, Loss:  0.024
Epoch  22 Batch  124/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.021
Epoch  22 Batch  125/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.021
Epoch  22 Batch  126/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.021
Epoch  22 Batch  127/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.022
Epoch  22 Batch  128/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.022
Epoch  22 Batch  129/269 - Train Accuracy:  0.943, Validation Accuracy:  0.949, Loss:  0.022
Epoch  22 Batch  130/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.024
Epoch  22 Batch  131/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.024
Epoch  22 Batch  132/269 - Train Accuracy:  0.938, Validation Accuracy:  0.952, Loss:  0.026
Epoch  22 Batch  133/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.019
Epoch  22 Batch  134/269 - Train Accuracy:  0.947, Validation Accuracy:  0.951, Loss:  0.024
Epoch  22 Batch  135/269 - Train Accuracy:  0.954, Validation Accuracy:  0.947, Loss:  0.022
Epoch  22 Batch  136/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.025
Epoch  22 Batch  137/269 - Train Accuracy:  0.943, Validation Accuracy:  0.952, Loss:  0.027
Epoch  22 Batch  138/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.019
Epoch  22 Batch  139/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.020
Epoch  22 Batch  140/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.024
Epoch  22 Batch  141/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.023
Epoch  22 Batch  142/269 - Train Accuracy:  0.946, Validation Accuracy:  0.954, Loss:  0.023
Epoch  22 Batch  143/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.020
Epoch  22 Batch  144/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.019
Epoch  22 Batch  145/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.020
Epoch  22 Batch  146/269 - Train Accuracy:  0.941, Validation Accuracy:  0.948, Loss:  0.021
Epoch  22 Batch  147/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.027
Epoch  22 Batch  148/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.021
Epoch  22 Batch  149/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.026
Epoch  22 Batch  150/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.025
Epoch  22 Batch  151/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.026
Epoch  22 Batch  152/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.022
Epoch  22 Batch  153/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.021
Epoch  22 Batch  154/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.022
Epoch  22 Batch  155/269 - Train Accuracy:  0.951, Validation Accuracy:  0.949, Loss:  0.021
Epoch  22 Batch  156/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.025
Epoch  22 Batch  157/269 - Train Accuracy:  0.951, Validation Accuracy:  0.956, Loss:  0.020
Epoch  22 Batch  158/269 - Train Accuracy:  0.944, Validation Accuracy:  0.951, Loss:  0.023
Epoch  22 Batch  159/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.024
Epoch  22 Batch  160/269 - Train Accuracy:  0.959, Validation Accuracy:  0.950, Loss:  0.022
Epoch  22 Batch  161/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.022
Epoch  22 Batch  162/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.022
Epoch  22 Batch  163/269 - Train Accuracy:  0.953, Validation Accuracy:  0.958, Loss:  0.023
Epoch  22 Batch  164/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.021
Epoch  22 Batch  165/269 - Train Accuracy:  0.954, Validation Accuracy:  0.959, Loss:  0.022
Epoch  22 Batch  166/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.022
Epoch  22 Batch  167/269 - Train Accuracy:  0.950, Validation Accuracy:  0.953, Loss:  0.023
Epoch  22 Batch  168/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.023
Epoch  22 Batch  169/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.021
Epoch  22 Batch  170/269 - Train Accuracy:  0.945, Validation Accuracy:  0.953, Loss:  0.024
Epoch  22 Batch  171/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.022
Epoch  22 Batch  172/269 - Train Accuracy:  0.951, Validation Accuracy:  0.956, Loss:  0.025
Epoch  22 Batch  173/269 - Train Accuracy:  0.947, Validation Accuracy:  0.945, Loss:  0.022
Epoch  22 Batch  174/269 - Train Accuracy:  0.961, Validation Accuracy:  0.945, Loss:  0.023
Epoch  22 Batch  175/269 - Train Accuracy:  0.949, Validation Accuracy:  0.947, Loss:  0.032
Epoch  22 Batch  176/269 - Train Accuracy:  0.940, Validation Accuracy:  0.946, Loss:  0.026
Epoch  22 Batch  177/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.024
Epoch  22 Batch  178/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.020
Epoch  22 Batch  179/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.022
Epoch  22 Batch  180/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.020
Epoch  22 Batch  181/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.027
Epoch  22 Batch  182/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.021
Epoch  22 Batch  183/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.016
Epoch  22 Batch  184/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.023
Epoch  22 Batch  185/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.021
Epoch  22 Batch  186/269 - Train Accuracy:  0.947, Validation Accuracy:  0.950, Loss:  0.019
Epoch  22 Batch  187/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.021
Epoch  22 Batch  188/269 - Train Accuracy:  0.959, Validation Accuracy:  0.946, Loss:  0.019
Epoch  22 Batch  189/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.021
Epoch  22 Batch  190/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.025
Epoch  22 Batch  191/269 - Train Accuracy:  0.953, Validation Accuracy:  0.949, Loss:  0.021
Epoch  22 Batch  192/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.021
Epoch  22 Batch  193/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.020
Epoch  22 Batch  194/269 - Train Accuracy:  0.948, Validation Accuracy:  0.951, Loss:  0.021
Epoch  22 Batch  195/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.020
Epoch  22 Batch  196/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.024
Epoch  22 Batch  197/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.021
Epoch  22 Batch  198/269 - Train Accuracy:  0.951, Validation Accuracy:  0.950, Loss:  0.023
Epoch  22 Batch  199/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.025
Epoch  22 Batch  200/269 - Train Accuracy:  0.969, Validation Accuracy:  0.947, Loss:  0.019
Epoch  22 Batch  201/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.022
Epoch  22 Batch  202/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.023
Epoch  22 Batch  203/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.024
Epoch  22 Batch  204/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.021
Epoch  22 Batch  205/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.022
Epoch  22 Batch  206/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.026
Epoch  22 Batch  207/269 - Train Accuracy:  0.943, Validation Accuracy:  0.947, Loss:  0.021
Epoch  22 Batch  208/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.023
Epoch  22 Batch  209/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.023
Epoch  22 Batch  210/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.020
Epoch  22 Batch  211/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.024
Epoch  22 Batch  212/269 - Train Accuracy:  0.946, Validation Accuracy:  0.950, Loss:  0.027
Epoch  22 Batch  213/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.023
Epoch  22 Batch  214/269 - Train Accuracy:  0.946, Validation Accuracy:  0.954, Loss:  0.023
Epoch  22 Batch  215/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.023
Epoch  22 Batch  216/269 - Train Accuracy:  0.941, Validation Accuracy:  0.948, Loss:  0.033
Epoch  22 Batch  217/269 - Train Accuracy:  0.943, Validation Accuracy:  0.946, Loss:  0.025
Epoch  22 Batch  218/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.020
Epoch  22 Batch  219/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.021
Epoch  22 Batch  220/269 - Train Accuracy:  0.942, Validation Accuracy:  0.948, Loss:  0.025
Epoch  22 Batch  221/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.022
Epoch  22 Batch  222/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.019
Epoch  22 Batch  223/269 - Train Accuracy:  0.953, Validation Accuracy:  0.943, Loss:  0.019
Epoch  22 Batch  224/269 - Train Accuracy:  0.949, Validation Accuracy:  0.948, Loss:  0.028
Epoch  22 Batch  225/269 - Train Accuracy:  0.952, Validation Accuracy:  0.952, Loss:  0.021
Epoch  22 Batch  226/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.023
Epoch  22 Batch  227/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.031
Epoch  22 Batch  228/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.019
Epoch  22 Batch  229/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.019
Epoch  22 Batch  230/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.021
Epoch  22 Batch  231/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.021
Epoch  22 Batch  232/269 - Train Accuracy:  0.946, Validation Accuracy:  0.950, Loss:  0.022
Epoch  22 Batch  233/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.026
Epoch  22 Batch  234/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.020
Epoch  22 Batch  235/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.017
Epoch  22 Batch  236/269 - Train Accuracy:  0.950, Validation Accuracy:  0.955, Loss:  0.020
Epoch  22 Batch  237/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.019
Epoch  22 Batch  238/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.022
Epoch  22 Batch  239/269 - Train Accuracy:  0.954, Validation Accuracy:  0.947, Loss:  0.021
Epoch  22 Batch  240/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.020
Epoch  22 Batch  241/269 - Train Accuracy:  0.936, Validation Accuracy:  0.954, Loss:  0.026
Epoch  22 Batch  242/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.022
Epoch  22 Batch  243/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.019
Epoch  22 Batch  244/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.023
Epoch  22 Batch  245/269 - Train Accuracy:  0.950, Validation Accuracy:  0.955, Loss:  0.022
Epoch  22 Batch  246/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.024
Epoch  22 Batch  247/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.022
Epoch  22 Batch  248/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.018
Epoch  22 Batch  249/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.020
Epoch  22 Batch  250/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.020
Epoch  22 Batch  251/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.019
Epoch  22 Batch  252/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.016
Epoch  22 Batch  253/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.022
Epoch  22 Batch  254/269 - Train Accuracy:  0.951, Validation Accuracy:  0.950, Loss:  0.021
Epoch  22 Batch  255/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.024
Epoch  22 Batch  256/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.021
Epoch  22 Batch  257/269 - Train Accuracy:  0.951, Validation Accuracy:  0.944, Loss:  0.023
Epoch  22 Batch  258/269 - Train Accuracy:  0.949, Validation Accuracy:  0.944, Loss:  0.022
Epoch  22 Batch  259/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.022
Epoch  22 Batch  260/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.024
Epoch  22 Batch  261/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.021
Epoch  22 Batch  262/269 - Train Accuracy:  0.949, Validation Accuracy:  0.955, Loss:  0.023
Epoch  22 Batch  263/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.021
Epoch  22 Batch  264/269 - Train Accuracy:  0.939, Validation Accuracy:  0.955, Loss:  0.024
Epoch  22 Batch  265/269 - Train Accuracy:  0.954, Validation Accuracy:  0.956, Loss:  0.022
Epoch  22 Batch  266/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.019
Epoch  22 Batch  267/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.023
Epoch  23 Batch    0/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.024
Epoch  23 Batch    1/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.020
Epoch  23 Batch    2/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.023
Epoch  23 Batch    3/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.020
Epoch  23 Batch    4/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.023
Epoch  23 Batch    5/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.022
Epoch  23 Batch    6/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.020
Epoch  23 Batch    7/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.021
Epoch  23 Batch    8/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.025
Epoch  23 Batch    9/269 - Train Accuracy:  0.947, Validation Accuracy:  0.956, Loss:  0.023
Epoch  23 Batch   10/269 - Train Accuracy:  0.953, Validation Accuracy:  0.950, Loss:  0.019
Epoch  23 Batch   11/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.026
Epoch  23 Batch   12/269 - Train Accuracy:  0.953, Validation Accuracy:  0.950, Loss:  0.027
Epoch  23 Batch   13/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.019
Epoch  23 Batch   14/269 - Train Accuracy:  0.950, Validation Accuracy:  0.947, Loss:  0.022
Epoch  23 Batch   15/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.016
Epoch  23 Batch   16/269 - Train Accuracy:  0.945, Validation Accuracy:  0.953, Loss:  0.027
Epoch  23 Batch   17/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.017
Epoch  23 Batch   18/269 - Train Accuracy:  0.952, Validation Accuracy:  0.956, Loss:  0.022
Epoch  23 Batch   19/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.017
Epoch  23 Batch   20/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.020
Epoch  23 Batch   21/269 - Train Accuracy:  0.949, Validation Accuracy:  0.956, Loss:  0.025
Epoch  23 Batch   22/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.020
Epoch  23 Batch   23/269 - Train Accuracy:  0.947, Validation Accuracy:  0.951, Loss:  0.023
Epoch  23 Batch   24/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.019
Epoch  23 Batch   25/269 - Train Accuracy:  0.950, Validation Accuracy:  0.955, Loss:  0.023
Epoch  23 Batch   26/269 - Train Accuracy:  0.952, Validation Accuracy:  0.956, Loss:  0.021
Epoch  23 Batch   27/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.019
Epoch  23 Batch   28/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.023
Epoch  23 Batch   29/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.022
Epoch  23 Batch   30/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.022
Epoch  23 Batch   31/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.021
Epoch  23 Batch   32/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.019
Epoch  23 Batch   33/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.018
Epoch  23 Batch   34/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.019
Epoch  23 Batch   35/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.028
Epoch  23 Batch   36/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.020
Epoch  23 Batch   37/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.024
Epoch  23 Batch   38/269 - Train Accuracy:  0.950, Validation Accuracy:  0.954, Loss:  0.020
Epoch  23 Batch   39/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.020
Epoch  23 Batch   40/269 - Train Accuracy:  0.946, Validation Accuracy:  0.950, Loss:  0.024
Epoch  23 Batch   41/269 - Train Accuracy:  0.949, Validation Accuracy:  0.950, Loss:  0.023
Epoch  23 Batch   42/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.019
Epoch  23 Batch   43/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.021
Epoch  23 Batch   44/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.021
Epoch  23 Batch   45/269 - Train Accuracy:  0.948, Validation Accuracy:  0.953, Loss:  0.024
Epoch  23 Batch   46/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.018
Epoch  23 Batch   47/269 - Train Accuracy:  0.947, Validation Accuracy:  0.953, Loss:  0.020
Epoch  23 Batch   48/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.021
Epoch  23 Batch   49/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.019
Epoch  23 Batch   50/269 - Train Accuracy:  0.941, Validation Accuracy:  0.954, Loss:  0.026
Epoch  23 Batch   51/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.019
Epoch  23 Batch   52/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.016
Epoch  23 Batch   53/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.022
Epoch  23 Batch   54/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.018
Epoch  23 Batch   55/269 - Train Accuracy:  0.946, Validation Accuracy:  0.955, Loss:  0.023
Epoch  23 Batch   56/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.019
Epoch  23 Batch   57/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.024
Epoch  23 Batch   58/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.021
Epoch  23 Batch   59/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.015
Epoch  23 Batch   60/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.021
Epoch  23 Batch   61/269 - Train Accuracy:  0.953, Validation Accuracy:  0.959, Loss:  0.021
Epoch  23 Batch   62/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.023
Epoch  23 Batch   63/269 - Train Accuracy:  0.952, Validation Accuracy:  0.959, Loss:  0.026
Epoch  23 Batch   64/269 - Train Accuracy:  0.955, Validation Accuracy:  0.965, Loss:  0.018
Epoch  23 Batch   65/269 - Train Accuracy:  0.954, Validation Accuracy:  0.960, Loss:  0.019
Epoch  23 Batch   66/269 - Train Accuracy:  0.947, Validation Accuracy:  0.952, Loss:  0.023
Epoch  23 Batch   67/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.026
Epoch  23 Batch   68/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.024
Epoch  23 Batch   69/269 - Train Accuracy:  0.943, Validation Accuracy:  0.950, Loss:  0.026
Epoch  23 Batch   70/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.021
Epoch  23 Batch   71/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.026
Epoch  23 Batch   72/269 - Train Accuracy:  0.952, Validation Accuracy:  0.958, Loss:  0.024
Epoch  23 Batch   73/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.024
Epoch  23 Batch   74/269 - Train Accuracy:  0.967, Validation Accuracy:  0.946, Loss:  0.022
Epoch  23 Batch   75/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.026
Epoch  23 Batch   76/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.020
Epoch  23 Batch   77/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.022
Epoch  23 Batch   78/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.020
Epoch  23 Batch   79/269 - Train Accuracy:  0.952, Validation Accuracy:  0.955, Loss:  0.024
Epoch  23 Batch   80/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.022
Epoch  23 Batch   81/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.024
Epoch  23 Batch   82/269 - Train Accuracy:  0.964, Validation Accuracy:  0.943, Loss:  0.017
Epoch  23 Batch   83/269 - Train Accuracy:  0.943, Validation Accuracy:  0.949, Loss:  0.031
Epoch  23 Batch   84/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.020
Epoch  23 Batch   85/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.021
Epoch  23 Batch   86/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.018
Epoch  23 Batch   87/269 - Train Accuracy:  0.945, Validation Accuracy:  0.945, Loss:  0.021
Epoch  23 Batch   88/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.022
Epoch  23 Batch   89/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.019
Epoch  23 Batch   90/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.022
Epoch  23 Batch   91/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.021
Epoch  23 Batch   92/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.019
Epoch  23 Batch   93/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.020
Epoch  23 Batch   94/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.025
Epoch  23 Batch   95/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.021
Epoch  23 Batch   96/269 - Train Accuracy:  0.950, Validation Accuracy:  0.955, Loss:  0.024
Epoch  23 Batch   97/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.023
Epoch  23 Batch   98/269 - Train Accuracy:  0.960, Validation Accuracy:  0.943, Loss:  0.025
Epoch  23 Batch   99/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.021
Epoch  23 Batch  100/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.024
Epoch  23 Batch  101/269 - Train Accuracy:  0.946, Validation Accuracy:  0.958, Loss:  0.029
Epoch  23 Batch  102/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.020
Epoch  23 Batch  103/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.025
Epoch  23 Batch  104/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.022
Epoch  23 Batch  105/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.022
Epoch  23 Batch  106/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.020
Epoch  23 Batch  107/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.022
Epoch  23 Batch  108/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.021
Epoch  23 Batch  109/269 - Train Accuracy:  0.941, Validation Accuracy:  0.948, Loss:  0.024
Epoch  23 Batch  110/269 - Train Accuracy:  0.950, Validation Accuracy:  0.945, Loss:  0.020
Epoch  23 Batch  111/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.024
Epoch  23 Batch  112/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.024
Epoch  23 Batch  113/269 - Train Accuracy:  0.943, Validation Accuracy:  0.948, Loss:  0.023
Epoch  23 Batch  114/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.022
Epoch  23 Batch  115/269 - Train Accuracy:  0.948, Validation Accuracy:  0.947, Loss:  0.025
Epoch  23 Batch  116/269 - Train Accuracy:  0.956, Validation Accuracy:  0.943, Loss:  0.022
Epoch  23 Batch  117/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.021
Epoch  23 Batch  118/269 - Train Accuracy:  0.953, Validation Accuracy:  0.944, Loss:  0.020
Epoch  23 Batch  119/269 - Train Accuracy:  0.950, Validation Accuracy:  0.947, Loss:  0.023
Epoch  23 Batch  120/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.022
Epoch  23 Batch  121/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.019
Epoch  23 Batch  122/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.022
Epoch  23 Batch  123/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.023
Epoch  23 Batch  124/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.019
Epoch  23 Batch  125/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.020
Epoch  23 Batch  126/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.020
Epoch  23 Batch  127/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.021
Epoch  23 Batch  128/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.020
Epoch  23 Batch  129/269 - Train Accuracy:  0.941, Validation Accuracy:  0.950, Loss:  0.021
Epoch  23 Batch  130/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.023
Epoch  23 Batch  131/269 - Train Accuracy:  0.953, Validation Accuracy:  0.949, Loss:  0.022
Epoch  23 Batch  132/269 - Train Accuracy:  0.940, Validation Accuracy:  0.951, Loss:  0.025
Epoch  23 Batch  133/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.019
Epoch  23 Batch  134/269 - Train Accuracy:  0.948, Validation Accuracy:  0.950, Loss:  0.022
Epoch  23 Batch  135/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.020
Epoch  23 Batch  136/269 - Train Accuracy:  0.946, Validation Accuracy:  0.950, Loss:  0.023
Epoch  23 Batch  137/269 - Train Accuracy:  0.951, Validation Accuracy:  0.951, Loss:  0.024
Epoch  23 Batch  138/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.017
Epoch  23 Batch  139/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.019
Epoch  23 Batch  140/269 - Train Accuracy:  0.952, Validation Accuracy:  0.956, Loss:  0.023
Epoch  23 Batch  141/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.021
Epoch  23 Batch  142/269 - Train Accuracy:  0.946, Validation Accuracy:  0.957, Loss:  0.021
Epoch  23 Batch  143/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.018
Epoch  23 Batch  144/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.018
Epoch  23 Batch  145/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.019
Epoch  23 Batch  146/269 - Train Accuracy:  0.942, Validation Accuracy:  0.949, Loss:  0.019
Epoch  23 Batch  147/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.026
Epoch  23 Batch  148/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.020
Epoch  23 Batch  149/269 - Train Accuracy:  0.949, Validation Accuracy:  0.948, Loss:  0.024
Epoch  23 Batch  150/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.025
Epoch  23 Batch  151/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.024
Epoch  23 Batch  152/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.021
Epoch  23 Batch  153/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.020
Epoch  23 Batch  154/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.021
Epoch  23 Batch  155/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.019
Epoch  23 Batch  156/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.025
Epoch  23 Batch  157/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.018
Epoch  23 Batch  158/269 - Train Accuracy:  0.947, Validation Accuracy:  0.952, Loss:  0.022
Epoch  23 Batch  159/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.022
Epoch  23 Batch  160/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.020
Epoch  23 Batch  161/269 - Train Accuracy:  0.953, Validation Accuracy:  0.949, Loss:  0.020
Epoch  23 Batch  162/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.021
Epoch  23 Batch  163/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.021
Epoch  23 Batch  164/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.020
Epoch  23 Batch  165/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.020
Epoch  23 Batch  166/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.021
Epoch  23 Batch  167/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.022
Epoch  23 Batch  168/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.022
Epoch  23 Batch  169/269 - Train Accuracy:  0.951, Validation Accuracy:  0.951, Loss:  0.019
Epoch  23 Batch  170/269 - Train Accuracy:  0.946, Validation Accuracy:  0.953, Loss:  0.022
Epoch  23 Batch  171/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.020
Epoch  23 Batch  172/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.024
Epoch  23 Batch  173/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.021
Epoch  23 Batch  174/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.022
Epoch  23 Batch  175/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.030
Epoch  23 Batch  176/269 - Train Accuracy:  0.946, Validation Accuracy:  0.947, Loss:  0.025
Epoch  23 Batch  177/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.022
Epoch  23 Batch  178/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.019
Epoch  23 Batch  179/269 - Train Accuracy:  0.949, Validation Accuracy:  0.944, Loss:  0.020
Epoch  23 Batch  180/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.019
Epoch  23 Batch  181/269 - Train Accuracy:  0.952, Validation Accuracy:  0.952, Loss:  0.026
Epoch  23 Batch  182/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.020
Epoch  23 Batch  183/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.015
Epoch  23 Batch  184/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.021
Epoch  23 Batch  185/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.020
Epoch  23 Batch  186/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.018
Epoch  23 Batch  187/269 - Train Accuracy:  0.950, Validation Accuracy:  0.954, Loss:  0.019
Epoch  23 Batch  188/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.018
Epoch  23 Batch  189/269 - Train Accuracy:  0.962, Validation Accuracy:  0.943, Loss:  0.020
Epoch  23 Batch  190/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.024
Epoch  23 Batch  191/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.020
Epoch  23 Batch  192/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.020
Epoch  23 Batch  193/269 - Train Accuracy:  0.950, Validation Accuracy:  0.955, Loss:  0.019
Epoch  23 Batch  194/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.020
Epoch  23 Batch  195/269 - Train Accuracy:  0.952, Validation Accuracy:  0.952, Loss:  0.018
Epoch  23 Batch  196/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.022
Epoch  23 Batch  197/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.020
Epoch  23 Batch  198/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.021
Epoch  23 Batch  199/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.023
Epoch  23 Batch  200/269 - Train Accuracy:  0.971, Validation Accuracy:  0.951, Loss:  0.018
Epoch  23 Batch  201/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.021
Epoch  23 Batch  202/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.021
Epoch  23 Batch  203/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.022
Epoch  23 Batch  204/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.019
Epoch  23 Batch  205/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.021
Epoch  23 Batch  206/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.024
Epoch  23 Batch  207/269 - Train Accuracy:  0.943, Validation Accuracy:  0.952, Loss:  0.020
Epoch  23 Batch  208/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.021
Epoch  23 Batch  209/269 - Train Accuracy:  0.950, Validation Accuracy:  0.955, Loss:  0.022
Epoch  23 Batch  210/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.019
Epoch  23 Batch  211/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.022
Epoch  23 Batch  212/269 - Train Accuracy:  0.951, Validation Accuracy:  0.956, Loss:  0.026
Epoch  23 Batch  213/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.021
Epoch  23 Batch  214/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.022
Epoch  23 Batch  215/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.022
Epoch  23 Batch  216/269 - Train Accuracy:  0.942, Validation Accuracy:  0.949, Loss:  0.030
Epoch  23 Batch  217/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.023
Epoch  23 Batch  218/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.018
Epoch  23 Batch  219/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.020
Epoch  23 Batch  220/269 - Train Accuracy:  0.943, Validation Accuracy:  0.947, Loss:  0.023
Epoch  23 Batch  221/269 - Train Accuracy:  0.947, Validation Accuracy:  0.952, Loss:  0.021
Epoch  23 Batch  222/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.017
Epoch  23 Batch  223/269 - Train Accuracy:  0.955, Validation Accuracy:  0.942, Loss:  0.017
Epoch  23 Batch  224/269 - Train Accuracy:  0.948, Validation Accuracy:  0.950, Loss:  0.026
Epoch  23 Batch  225/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.020
Epoch  23 Batch  226/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.020
Epoch  23 Batch  227/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.029
Epoch  23 Batch  228/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.017
Epoch  23 Batch  229/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.019
Epoch  23 Batch  230/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.019
Epoch  23 Batch  231/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.020
Epoch  23 Batch  232/269 - Train Accuracy:  0.952, Validation Accuracy:  0.952, Loss:  0.020
Epoch  23 Batch  233/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.024
Epoch  23 Batch  234/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.019
Epoch  23 Batch  235/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.015
Epoch  23 Batch  236/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.018
Epoch  23 Batch  237/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.018
Epoch  23 Batch  238/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.020
Epoch  23 Batch  239/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.019
Epoch  23 Batch  240/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.019
Epoch  23 Batch  241/269 - Train Accuracy:  0.942, Validation Accuracy:  0.957, Loss:  0.023
Epoch  23 Batch  242/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.021
Epoch  23 Batch  243/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.017
Epoch  23 Batch  244/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.021
Epoch  23 Batch  245/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.020
Epoch  23 Batch  246/269 - Train Accuracy:  0.948, Validation Accuracy:  0.957, Loss:  0.022
Epoch  23 Batch  247/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.020
Epoch  23 Batch  248/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.017
Epoch  23 Batch  249/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.019
Epoch  23 Batch  250/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.019
Epoch  23 Batch  251/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.018
Epoch  23 Batch  252/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.015
Epoch  23 Batch  253/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.021
Epoch  23 Batch  254/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.020
Epoch  23 Batch  255/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.023
Epoch  23 Batch  256/269 - Train Accuracy:  0.951, Validation Accuracy:  0.957, Loss:  0.019
Epoch  23 Batch  257/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.021
Epoch  23 Batch  258/269 - Train Accuracy:  0.949, Validation Accuracy:  0.954, Loss:  0.021
Epoch  23 Batch  259/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.021
Epoch  23 Batch  260/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.022
Epoch  23 Batch  261/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.020
Epoch  23 Batch  262/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.021
Epoch  23 Batch  263/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.019
Epoch  23 Batch  264/269 - Train Accuracy:  0.944, Validation Accuracy:  0.956, Loss:  0.022
Epoch  23 Batch  265/269 - Train Accuracy:  0.953, Validation Accuracy:  0.960, Loss:  0.021
Epoch  23 Batch  266/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.017
Epoch  23 Batch  267/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.020
Epoch  24 Batch    0/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.023
Epoch  24 Batch    1/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.019
Epoch  24 Batch    2/269 - Train Accuracy:  0.953, Validation Accuracy:  0.959, Loss:  0.020
Epoch  24 Batch    3/269 - Train Accuracy:  0.958, Validation Accuracy:  0.960, Loss:  0.018
Epoch  24 Batch    4/269 - Train Accuracy:  0.953, Validation Accuracy:  0.958, Loss:  0.021
Epoch  24 Batch    5/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.020
Epoch  24 Batch    6/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.018
Epoch  24 Batch    7/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.020
Epoch  24 Batch    8/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.024
Epoch  24 Batch    9/269 - Train Accuracy:  0.952, Validation Accuracy:  0.957, Loss:  0.022
Epoch  24 Batch   10/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.018
Epoch  24 Batch   11/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.023
Epoch  24 Batch   12/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.025
Epoch  24 Batch   13/269 - Train Accuracy:  0.956, Validation Accuracy:  0.944, Loss:  0.018
Epoch  24 Batch   14/269 - Train Accuracy:  0.951, Validation Accuracy:  0.954, Loss:  0.021
Epoch  24 Batch   15/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.015
Epoch  24 Batch   16/269 - Train Accuracy:  0.947, Validation Accuracy:  0.952, Loss:  0.025
Epoch  24 Batch   17/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.016
Epoch  24 Batch   18/269 - Train Accuracy:  0.954, Validation Accuracy:  0.958, Loss:  0.021
Epoch  24 Batch   19/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.016
Epoch  24 Batch   20/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.018
Epoch  24 Batch   21/269 - Train Accuracy:  0.944, Validation Accuracy:  0.952, Loss:  0.023
Epoch  24 Batch   22/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.020
Epoch  24 Batch   23/269 - Train Accuracy:  0.952, Validation Accuracy:  0.955, Loss:  0.022
Epoch  24 Batch   24/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.018
Epoch  24 Batch   25/269 - Train Accuracy:  0.950, Validation Accuracy:  0.954, Loss:  0.022
Epoch  24 Batch   26/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.019
Epoch  24 Batch   27/269 - Train Accuracy:  0.955, Validation Accuracy:  0.958, Loss:  0.017
Epoch  24 Batch   28/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.021
Epoch  24 Batch   29/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.020
Epoch  24 Batch   30/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.020
Epoch  24 Batch   31/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.020
Epoch  24 Batch   32/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.018
Epoch  24 Batch   33/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.017
Epoch  24 Batch   34/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.018
Epoch  24 Batch   35/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.026
Epoch  24 Batch   36/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.019
Epoch  24 Batch   37/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.022
Epoch  24 Batch   38/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.018
Epoch  24 Batch   39/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.019
Epoch  24 Batch   40/269 - Train Accuracy:  0.950, Validation Accuracy:  0.953, Loss:  0.023
Epoch  24 Batch   41/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.022
Epoch  24 Batch   42/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.017
Epoch  24 Batch   43/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.021
Epoch  24 Batch   44/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.020
Epoch  24 Batch   45/269 - Train Accuracy:  0.946, Validation Accuracy:  0.954, Loss:  0.023
Epoch  24 Batch   46/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.016
Epoch  24 Batch   47/269 - Train Accuracy:  0.952, Validation Accuracy:  0.957, Loss:  0.018
Epoch  24 Batch   48/269 - Train Accuracy:  0.954, Validation Accuracy:  0.959, Loss:  0.019
Epoch  24 Batch   49/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.017
Epoch  24 Batch   50/269 - Train Accuracy:  0.946, Validation Accuracy:  0.955, Loss:  0.025
Epoch  24 Batch   51/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.018
Epoch  24 Batch   52/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.015
Epoch  24 Batch   53/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.021
Epoch  24 Batch   54/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.017
Epoch  24 Batch   55/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.020
Epoch  24 Batch   56/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.017
Epoch  24 Batch   57/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.023
Epoch  24 Batch   58/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.020
Epoch  24 Batch   59/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.014
Epoch  24 Batch   60/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.019
Epoch  24 Batch   61/269 - Train Accuracy:  0.956, Validation Accuracy:  0.960, Loss:  0.020
Epoch  24 Batch   62/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.021
Epoch  24 Batch   63/269 - Train Accuracy:  0.955, Validation Accuracy:  0.963, Loss:  0.025
Epoch  24 Batch   64/269 - Train Accuracy:  0.959, Validation Accuracy:  0.964, Loss:  0.018
Epoch  24 Batch   65/269 - Train Accuracy:  0.953, Validation Accuracy:  0.960, Loss:  0.018
Epoch  24 Batch   66/269 - Train Accuracy:  0.952, Validation Accuracy:  0.956, Loss:  0.021
Epoch  24 Batch   67/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.025
Epoch  24 Batch   68/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.022
Epoch  24 Batch   69/269 - Train Accuracy:  0.945, Validation Accuracy:  0.953, Loss:  0.024
Epoch  24 Batch   70/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.019
Epoch  24 Batch   71/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.025
Epoch  24 Batch   72/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.022
Epoch  24 Batch   73/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.023
Epoch  24 Batch   74/269 - Train Accuracy:  0.964, Validation Accuracy:  0.944, Loss:  0.021
Epoch  24 Batch   75/269 - Train Accuracy:  0.948, Validation Accuracy:  0.953, Loss:  0.025
Epoch  24 Batch   76/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.018
Epoch  24 Batch   77/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.020
Epoch  24 Batch   78/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.018
Epoch  24 Batch   79/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.022
Epoch  24 Batch   80/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.020
Epoch  24 Batch   81/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.022
Epoch  24 Batch   82/269 - Train Accuracy:  0.962, Validation Accuracy:  0.946, Loss:  0.016
Epoch  24 Batch   83/269 - Train Accuracy:  0.949, Validation Accuracy:  0.949, Loss:  0.028
Epoch  24 Batch   84/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.019
Epoch  24 Batch   85/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.019
Epoch  24 Batch   86/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.017
Epoch  24 Batch   87/269 - Train Accuracy:  0.949, Validation Accuracy:  0.948, Loss:  0.019
Epoch  24 Batch   88/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.020
Epoch  24 Batch   89/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.018
Epoch  24 Batch   90/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.020
Epoch  24 Batch   91/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.019
Epoch  24 Batch   92/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.017
Epoch  24 Batch   93/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.018
Epoch  24 Batch   94/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.023
Epoch  24 Batch   95/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.020
Epoch  24 Batch   96/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.022
Epoch  24 Batch   97/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.021
Epoch  24 Batch   98/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.022
Epoch  24 Batch   99/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.019
Epoch  24 Batch  100/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.022
Epoch  24 Batch  101/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.026
Epoch  24 Batch  102/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.018
Epoch  24 Batch  103/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.021
Epoch  24 Batch  104/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.020
Epoch  24 Batch  105/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.019
Epoch  24 Batch  106/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.018
Epoch  24 Batch  107/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.020
Epoch  24 Batch  108/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.018
Epoch  24 Batch  109/269 - Train Accuracy:  0.945, Validation Accuracy:  0.952, Loss:  0.024
Epoch  24 Batch  110/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.019
Epoch  24 Batch  111/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.022
Epoch  24 Batch  112/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.022
Epoch  24 Batch  113/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.022
Epoch  24 Batch  114/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.021
Epoch  24 Batch  115/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.023
Epoch  24 Batch  116/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.021
Epoch  24 Batch  117/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.020
Epoch  24 Batch  118/269 - Train Accuracy:  0.952, Validation Accuracy:  0.944, Loss:  0.019
Epoch  24 Batch  119/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.021
Epoch  24 Batch  120/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.021
Epoch  24 Batch  121/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.018
Epoch  24 Batch  122/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.021
Epoch  24 Batch  123/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.022
Epoch  24 Batch  124/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.018
Epoch  24 Batch  125/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.019
Epoch  24 Batch  126/269 - Train Accuracy:  0.950, Validation Accuracy:  0.954, Loss:  0.019
Epoch  24 Batch  127/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.019
Epoch  24 Batch  128/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.020
Epoch  24 Batch  129/269 - Train Accuracy:  0.942, Validation Accuracy:  0.951, Loss:  0.021
Epoch  24 Batch  130/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.022
Epoch  24 Batch  131/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.022
Epoch  24 Batch  132/269 - Train Accuracy:  0.941, Validation Accuracy:  0.953, Loss:  0.023
Epoch  24 Batch  133/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.018
Epoch  24 Batch  134/269 - Train Accuracy:  0.953, Validation Accuracy:  0.950, Loss:  0.020
Epoch  24 Batch  135/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.019
Epoch  24 Batch  136/269 - Train Accuracy:  0.949, Validation Accuracy:  0.955, Loss:  0.022
Epoch  24 Batch  137/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.024
Epoch  24 Batch  138/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.016
Epoch  24 Batch  139/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.018
Epoch  24 Batch  140/269 - Train Accuracy:  0.952, Validation Accuracy:  0.956, Loss:  0.021
Epoch  24 Batch  141/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.020
Epoch  24 Batch  142/269 - Train Accuracy:  0.947, Validation Accuracy:  0.957, Loss:  0.020
Epoch  24 Batch  143/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.017
Epoch  24 Batch  144/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.017
Epoch  24 Batch  145/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.017
Epoch  24 Batch  146/269 - Train Accuracy:  0.946, Validation Accuracy:  0.951, Loss:  0.017
Epoch  24 Batch  147/269 - Train Accuracy:  0.953, Validation Accuracy:  0.949, Loss:  0.024
Epoch  24 Batch  148/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.019
Epoch  24 Batch  149/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.022
Epoch  24 Batch  150/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.023
Epoch  24 Batch  151/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.023
Epoch  24 Batch  152/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.019
Epoch  24 Batch  153/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.018
Epoch  24 Batch  154/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.019
Epoch  24 Batch  155/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.018
Epoch  24 Batch  156/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.024
Epoch  24 Batch  157/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.017
Epoch  24 Batch  158/269 - Train Accuracy:  0.949, Validation Accuracy:  0.956, Loss:  0.022
Epoch  24 Batch  159/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.021
Epoch  24 Batch  160/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.020
Epoch  24 Batch  161/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.019
Epoch  24 Batch  162/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.021
Epoch  24 Batch  163/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.021
Epoch  24 Batch  164/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.019
Epoch  24 Batch  165/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.019
Epoch  24 Batch  166/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.020
Epoch  24 Batch  167/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.021
Epoch  24 Batch  168/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.020
Epoch  24 Batch  169/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.020
Epoch  24 Batch  170/269 - Train Accuracy:  0.949, Validation Accuracy:  0.954, Loss:  0.021
Epoch  24 Batch  171/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.027
Epoch  24 Batch  172/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.030
Epoch  24 Batch  173/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.024
Epoch  24 Batch  174/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.021
Epoch  24 Batch  175/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.031
Epoch  24 Batch  176/269 - Train Accuracy:  0.944, Validation Accuracy:  0.947, Loss:  0.024
Epoch  24 Batch  177/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.022
Epoch  24 Batch  178/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.020
Epoch  24 Batch  179/269 - Train Accuracy:  0.951, Validation Accuracy:  0.938, Loss:  0.020
Epoch  24 Batch  180/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.021
Epoch  24 Batch  181/269 - Train Accuracy:  0.948, Validation Accuracy:  0.950, Loss:  0.023
Epoch  24 Batch  182/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.021
Epoch  24 Batch  183/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.015
Epoch  24 Batch  184/269 - Train Accuracy:  0.950, Validation Accuracy:  0.949, Loss:  0.020
Epoch  24 Batch  185/269 - Train Accuracy:  0.963, Validation Accuracy:  0.949, Loss:  0.019
Epoch  24 Batch  186/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.017
Epoch  24 Batch  187/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.018
Epoch  24 Batch  188/269 - Train Accuracy:  0.955, Validation Accuracy:  0.946, Loss:  0.018
Epoch  24 Batch  189/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.021
Epoch  24 Batch  190/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.023
Epoch  24 Batch  191/269 - Train Accuracy:  0.952, Validation Accuracy:  0.947, Loss:  0.019
Epoch  24 Batch  192/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.019
Epoch  24 Batch  193/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.019
Epoch  24 Batch  194/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.019
Epoch  24 Batch  195/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.017
Epoch  24 Batch  196/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.020
Epoch  24 Batch  197/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.018
Epoch  24 Batch  198/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.019
Epoch  24 Batch  199/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.022
Epoch  24 Batch  200/269 - Train Accuracy:  0.972, Validation Accuracy:  0.945, Loss:  0.016
Epoch  24 Batch  201/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.020
Epoch  24 Batch  202/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.020
Epoch  24 Batch  203/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.021
Epoch  24 Batch  204/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.018
Epoch  24 Batch  205/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.019
Epoch  24 Batch  206/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.022
Epoch  24 Batch  207/269 - Train Accuracy:  0.945, Validation Accuracy:  0.950, Loss:  0.019
Epoch  24 Batch  208/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.021
Epoch  24 Batch  209/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.021
Epoch  24 Batch  210/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.018
Epoch  24 Batch  211/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.021
Epoch  24 Batch  212/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.024
Epoch  24 Batch  213/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.020
Epoch  24 Batch  214/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.020
Epoch  24 Batch  215/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.021
Epoch  24 Batch  216/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.030
Epoch  24 Batch  217/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.021
Epoch  24 Batch  218/269 - Train Accuracy:  0.969, Validation Accuracy:  0.948, Loss:  0.017
Epoch  24 Batch  219/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.019
Epoch  24 Batch  220/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.022
Epoch  24 Batch  221/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.020
Epoch  24 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.015
Epoch  24 Batch  223/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.016
Epoch  24 Batch  224/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.025
Epoch  24 Batch  225/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.019
Epoch  24 Batch  226/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.019
Epoch  24 Batch  227/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.027
Epoch  24 Batch  228/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.017
Epoch  24 Batch  229/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.017
Epoch  24 Batch  230/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.018
Epoch  24 Batch  231/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.018
Epoch  24 Batch  232/269 - Train Accuracy:  0.954, Validation Accuracy:  0.956, Loss:  0.020
Epoch  24 Batch  233/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.023
Epoch  24 Batch  234/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.018
Epoch  24 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.014
Epoch  24 Batch  236/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.017
Epoch  24 Batch  237/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.016
Epoch  24 Batch  238/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.018
Epoch  24 Batch  239/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.018
Epoch  24 Batch  240/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.018
Epoch  24 Batch  241/269 - Train Accuracy:  0.944, Validation Accuracy:  0.960, Loss:  0.022
Epoch  24 Batch  242/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.019
Epoch  24 Batch  243/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.015
Epoch  24 Batch  244/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.021
Epoch  24 Batch  245/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.020
Epoch  24 Batch  246/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.020
Epoch  24 Batch  247/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.018
Epoch  24 Batch  248/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.016
Epoch  24 Batch  249/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.017
Epoch  24 Batch  250/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.018
Epoch  24 Batch  251/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.016
Epoch  24 Batch  252/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.014
Epoch  24 Batch  253/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.020
Epoch  24 Batch  254/269 - Train Accuracy:  0.952, Validation Accuracy:  0.955, Loss:  0.018
Epoch  24 Batch  255/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.022
Epoch  24 Batch  256/269 - Train Accuracy:  0.950, Validation Accuracy:  0.959, Loss:  0.018
Epoch  24 Batch  257/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.020
Epoch  24 Batch  258/269 - Train Accuracy:  0.953, Validation Accuracy:  0.958, Loss:  0.020
Epoch  24 Batch  259/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.019
Epoch  24 Batch  260/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.020
Epoch  24 Batch  261/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.018
Epoch  24 Batch  262/269 - Train Accuracy:  0.952, Validation Accuracy:  0.957, Loss:  0.019
Epoch  24 Batch  263/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.018
Epoch  24 Batch  264/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.020
Epoch  24 Batch  265/269 - Train Accuracy:  0.954, Validation Accuracy:  0.958, Loss:  0.019
Epoch  24 Batch  266/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.016
Epoch  24 Batch  267/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.019
Epoch  25 Batch    0/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.021
Epoch  25 Batch    1/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.018
Epoch  25 Batch    2/269 - Train Accuracy:  0.956, Validation Accuracy:  0.961, Loss:  0.019
Epoch  25 Batch    3/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.016
Epoch  25 Batch    4/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.019
Epoch  25 Batch    5/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.019
Epoch  25 Batch    6/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.016
Epoch  25 Batch    7/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.018
Epoch  25 Batch    8/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.022
Epoch  25 Batch    9/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.021
Epoch  25 Batch   10/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.016
Epoch  25 Batch   11/269 - Train Accuracy:  0.961, Validation Accuracy:  0.945, Loss:  0.021
Epoch  25 Batch   12/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.022
Epoch  25 Batch   13/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.016
Epoch  25 Batch   14/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.019
Epoch  25 Batch   15/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.014
Epoch  25 Batch   16/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.023
Epoch  25 Batch   17/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.015
Epoch  25 Batch   18/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.019
Epoch  25 Batch   19/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  25 Batch   20/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.017
Epoch  25 Batch   21/269 - Train Accuracy:  0.949, Validation Accuracy:  0.957, Loss:  0.021
Epoch  25 Batch   22/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.018
Epoch  25 Batch   23/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.020
Epoch  25 Batch   24/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.016
Epoch  25 Batch   25/269 - Train Accuracy:  0.955, Validation Accuracy:  0.958, Loss:  0.020
Epoch  25 Batch   26/269 - Train Accuracy:  0.956, Validation Accuracy:  0.961, Loss:  0.019
Epoch  25 Batch   27/269 - Train Accuracy:  0.953, Validation Accuracy:  0.958, Loss:  0.015
Epoch  25 Batch   28/269 - Train Accuracy:  0.952, Validation Accuracy:  0.959, Loss:  0.020
Epoch  25 Batch   29/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.018
Epoch  25 Batch   30/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.019
Epoch  25 Batch   31/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.018
Epoch  25 Batch   32/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.016
Epoch  25 Batch   33/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.016
Epoch  25 Batch   34/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.017
Epoch  25 Batch   35/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.025
Epoch  25 Batch   36/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.018
Epoch  25 Batch   37/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.021
Epoch  25 Batch   38/269 - Train Accuracy:  0.951, Validation Accuracy:  0.956, Loss:  0.017
Epoch  25 Batch   39/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.018
Epoch  25 Batch   40/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.021
Epoch  25 Batch   41/269 - Train Accuracy:  0.952, Validation Accuracy:  0.947, Loss:  0.021
Epoch  25 Batch   42/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.016
Epoch  25 Batch   43/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.020
Epoch  25 Batch   44/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.019
Epoch  25 Batch   45/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.021
Epoch  25 Batch   46/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.015
Epoch  25 Batch   47/269 - Train Accuracy:  0.951, Validation Accuracy:  0.959, Loss:  0.017
Epoch  25 Batch   48/269 - Train Accuracy:  0.955, Validation Accuracy:  0.958, Loss:  0.019
Epoch  25 Batch   49/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.016
Epoch  25 Batch   50/269 - Train Accuracy:  0.944, Validation Accuracy:  0.958, Loss:  0.023
Epoch  25 Batch   51/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.016
Epoch  25 Batch   52/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.014
Epoch  25 Batch   53/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.020
Epoch  25 Batch   54/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.016
Epoch  25 Batch   55/269 - Train Accuracy:  0.949, Validation Accuracy:  0.956, Loss:  0.019
Epoch  25 Batch   56/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.017
Epoch  25 Batch   57/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.022
Epoch  25 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.019
Epoch  25 Batch   59/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.013
Epoch  25 Batch   60/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.019
Epoch  25 Batch   61/269 - Train Accuracy:  0.959, Validation Accuracy:  0.965, Loss:  0.018
Epoch  25 Batch   62/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.020
Epoch  25 Batch   63/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.023
Epoch  25 Batch   64/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.017
Epoch  25 Batch   65/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.017
Epoch  25 Batch   66/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.020
Epoch  25 Batch   67/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.024
Epoch  25 Batch   68/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.021
Epoch  25 Batch   69/269 - Train Accuracy:  0.946, Validation Accuracy:  0.943, Loss:  0.023
Epoch  25 Batch   70/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.018
Epoch  25 Batch   71/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.024
Epoch  25 Batch   72/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.022
Epoch  25 Batch   73/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.022
Epoch  25 Batch   74/269 - Train Accuracy:  0.961, Validation Accuracy:  0.942, Loss:  0.020
Epoch  25 Batch   75/269 - Train Accuracy:  0.951, Validation Accuracy:  0.951, Loss:  0.024
Epoch  25 Batch   76/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.017
Epoch  25 Batch   77/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.019
Epoch  25 Batch   78/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.018
Epoch  25 Batch   79/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.021
Epoch  25 Batch   80/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.018
Epoch  25 Batch   81/269 - Train Accuracy:  0.959, Validation Accuracy:  0.950, Loss:  0.021
Epoch  25 Batch   82/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.015
Epoch  25 Batch   83/269 - Train Accuracy:  0.948, Validation Accuracy:  0.956, Loss:  0.026
Epoch  25 Batch   84/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.018
Epoch  25 Batch   85/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.018
Epoch  25 Batch   86/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.016
Epoch  25 Batch   87/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.018
Epoch  25 Batch   88/269 - Train Accuracy:  0.955, Validation Accuracy:  0.958, Loss:  0.019
Epoch  25 Batch   89/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.017
Epoch  25 Batch   90/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.019
Epoch  25 Batch   91/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.017
Epoch  25 Batch   92/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.016
Epoch  25 Batch   93/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.018
Epoch  25 Batch   94/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.021
Epoch  25 Batch   95/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.018
Epoch  25 Batch   96/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.020
Epoch  25 Batch   97/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.020
Epoch  25 Batch   98/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.020
Epoch  25 Batch   99/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.018
Epoch  25 Batch  100/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.021
Epoch  25 Batch  101/269 - Train Accuracy:  0.952, Validation Accuracy:  0.960, Loss:  0.024
Epoch  25 Batch  102/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.018
Epoch  25 Batch  103/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.021
Epoch  25 Batch  104/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.019
Epoch  25 Batch  105/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.019
Epoch  25 Batch  106/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.017
Epoch  25 Batch  107/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.019
Epoch  25 Batch  108/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.017
Epoch  25 Batch  109/269 - Train Accuracy:  0.949, Validation Accuracy:  0.954, Loss:  0.023
Epoch  25 Batch  110/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.018
Epoch  25 Batch  111/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.022
Epoch  25 Batch  112/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.022
Epoch  25 Batch  113/269 - Train Accuracy:  0.946, Validation Accuracy:  0.942, Loss:  0.021
Epoch  25 Batch  114/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.020
Epoch  25 Batch  115/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.022
Epoch  25 Batch  116/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.020
Epoch  25 Batch  117/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.019
Epoch  25 Batch  118/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.018
Epoch  25 Batch  119/269 - Train Accuracy:  0.952, Validation Accuracy:  0.952, Loss:  0.020
Epoch  25 Batch  120/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.020
Epoch  25 Batch  121/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.017
Epoch  25 Batch  122/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.020
Epoch  25 Batch  123/269 - Train Accuracy:  0.948, Validation Accuracy:  0.952, Loss:  0.021
Epoch  25 Batch  124/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.016
Epoch  25 Batch  125/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.018
Epoch  25 Batch  126/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.018
Epoch  25 Batch  127/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.018
Epoch  25 Batch  128/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.018
Epoch  25 Batch  129/269 - Train Accuracy:  0.944, Validation Accuracy:  0.952, Loss:  0.019
Epoch  25 Batch  130/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.020
Epoch  25 Batch  131/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.020
Epoch  25 Batch  132/269 - Train Accuracy:  0.946, Validation Accuracy:  0.955, Loss:  0.022
Epoch  25 Batch  133/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.018
Epoch  25 Batch  134/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.020
Epoch  25 Batch  135/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.017
Epoch  25 Batch  136/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.020
Epoch  25 Batch  137/269 - Train Accuracy:  0.946, Validation Accuracy:  0.955, Loss:  0.024
Epoch  25 Batch  138/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.015
Epoch  25 Batch  139/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.017
Epoch  25 Batch  140/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.021
Epoch  25 Batch  141/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.019
Epoch  25 Batch  142/269 - Train Accuracy:  0.948, Validation Accuracy:  0.961, Loss:  0.019
Epoch  25 Batch  143/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.016
Epoch  25 Batch  144/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.015
Epoch  25 Batch  145/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.016
Epoch  25 Batch  146/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.016
Epoch  25 Batch  147/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.023
Epoch  25 Batch  148/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.018
Epoch  25 Batch  149/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.021
Epoch  25 Batch  150/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.021
Epoch  25 Batch  151/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.021
Epoch  25 Batch  152/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.017
Epoch  25 Batch  153/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.017
Epoch  25 Batch  154/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.019
Epoch  25 Batch  155/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.017
Epoch  25 Batch  156/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.021
Epoch  25 Batch  157/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.016
Epoch  25 Batch  158/269 - Train Accuracy:  0.945, Validation Accuracy:  0.958, Loss:  0.019
Epoch  25 Batch  159/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.019
Epoch  25 Batch  160/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.018
Epoch  25 Batch  161/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.018
Epoch  25 Batch  162/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.018
Epoch  25 Batch  163/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.019
Epoch  25 Batch  164/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.018
Epoch  25 Batch  165/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.019
Epoch  25 Batch  166/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.018
Epoch  25 Batch  167/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.019
Epoch  25 Batch  168/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.022
Epoch  25 Batch  169/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.017
Epoch  25 Batch  170/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.021
Epoch  25 Batch  171/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.017
Epoch  25 Batch  172/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.022
Epoch  25 Batch  173/269 - Train Accuracy:  0.950, Validation Accuracy:  0.949, Loss:  0.019
Epoch  25 Batch  174/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.019
Epoch  25 Batch  175/269 - Train Accuracy:  0.953, Validation Accuracy:  0.950, Loss:  0.028
Epoch  25 Batch  176/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.022
Epoch  25 Batch  177/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.020
Epoch  25 Batch  178/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.017
Epoch  25 Batch  179/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.018
Epoch  25 Batch  180/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.018
Epoch  25 Batch  181/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.022
Epoch  25 Batch  182/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.017
Epoch  25 Batch  183/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.014
Epoch  25 Batch  184/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.019
Epoch  25 Batch  185/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.018
Epoch  25 Batch  186/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.015
Epoch  25 Batch  187/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.017
Epoch  25 Batch  188/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.016
Epoch  25 Batch  189/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.018
Epoch  25 Batch  190/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.021
Epoch  25 Batch  191/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.017
Epoch  25 Batch  192/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.017
Epoch  25 Batch  193/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.017
Epoch  25 Batch  194/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.018
Epoch  25 Batch  195/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.016
Epoch  25 Batch  196/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.019
Epoch  25 Batch  197/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.017
Epoch  25 Batch  198/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.018
Epoch  25 Batch  199/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.020
Epoch  25 Batch  200/269 - Train Accuracy:  0.975, Validation Accuracy:  0.955, Loss:  0.017
Epoch  25 Batch  201/269 - Train Accuracy:  0.959, Validation Accuracy:  0.950, Loss:  0.018
Epoch  25 Batch  202/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.018
Epoch  25 Batch  203/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.021
Epoch  25 Batch  204/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.017
Epoch  25 Batch  205/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.018
Epoch  25 Batch  206/269 - Train Accuracy:  0.949, Validation Accuracy:  0.959, Loss:  0.021
Epoch  25 Batch  207/269 - Train Accuracy:  0.952, Validation Accuracy:  0.957, Loss:  0.018
Epoch  25 Batch  208/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.019
Epoch  25 Batch  209/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.019
Epoch  25 Batch  210/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.017
Epoch  25 Batch  211/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.020
Epoch  25 Batch  212/269 - Train Accuracy:  0.954, Validation Accuracy:  0.959, Loss:  0.023
Epoch  25 Batch  213/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.018
Epoch  25 Batch  214/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.018
Epoch  25 Batch  215/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.019
Epoch  25 Batch  216/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.028
Epoch  25 Batch  217/269 - Train Accuracy:  0.947, Validation Accuracy:  0.952, Loss:  0.021
Epoch  25 Batch  218/269 - Train Accuracy:  0.969, Validation Accuracy:  0.951, Loss:  0.015
Epoch  25 Batch  219/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.018
Epoch  25 Batch  220/269 - Train Accuracy:  0.947, Validation Accuracy:  0.947, Loss:  0.020
Epoch  25 Batch  221/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.018
Epoch  25 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.948, Loss:  0.014
Epoch  25 Batch  223/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.016
Epoch  25 Batch  224/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.023
Epoch  25 Batch  225/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.017
Epoch  25 Batch  226/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.019
Epoch  25 Batch  227/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.027
Epoch  25 Batch  228/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.016
Epoch  25 Batch  229/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  25 Batch  230/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.017
Epoch  25 Batch  231/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.018
Epoch  25 Batch  232/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.018
Epoch  25 Batch  233/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.021
Epoch  25 Batch  234/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.017
Epoch  25 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.013
Epoch  25 Batch  236/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.016
Epoch  25 Batch  237/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  25 Batch  238/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.018
Epoch  25 Batch  239/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  25 Batch  240/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.017
Epoch  25 Batch  241/269 - Train Accuracy:  0.945, Validation Accuracy:  0.959, Loss:  0.020
Epoch  25 Batch  242/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.017
Epoch  25 Batch  243/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.015
Epoch  25 Batch  244/269 - Train Accuracy:  0.954, Validation Accuracy:  0.962, Loss:  0.018
Epoch  25 Batch  245/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.017
Epoch  25 Batch  246/269 - Train Accuracy:  0.951, Validation Accuracy:  0.958, Loss:  0.018
Epoch  25 Batch  247/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.017
Epoch  25 Batch  248/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.014
Epoch  25 Batch  249/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.016
Epoch  25 Batch  250/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.018
Epoch  25 Batch  251/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  25 Batch  252/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.013
Epoch  25 Batch  253/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.019
Epoch  25 Batch  254/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.017
Epoch  25 Batch  255/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.021
Epoch  25 Batch  256/269 - Train Accuracy:  0.952, Validation Accuracy:  0.960, Loss:  0.018
Epoch  25 Batch  257/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.019
Epoch  25 Batch  258/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.018
Epoch  25 Batch  259/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.019
Epoch  25 Batch  260/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.018
Epoch  25 Batch  261/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.017
Epoch  25 Batch  262/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.019
Epoch  25 Batch  263/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.017
Epoch  25 Batch  264/269 - Train Accuracy:  0.953, Validation Accuracy:  0.959, Loss:  0.019
Epoch  25 Batch  265/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.017
Epoch  25 Batch  266/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.015
Epoch  25 Batch  267/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.018
Epoch  26 Batch    0/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.020
Epoch  26 Batch    1/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.017
Epoch  26 Batch    2/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.017
Epoch  26 Batch    3/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.015
Epoch  26 Batch    4/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.018
Epoch  26 Batch    5/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.018
Epoch  26 Batch    6/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.016
Epoch  26 Batch    7/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.017
Epoch  26 Batch    8/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.021
Epoch  26 Batch    9/269 - Train Accuracy:  0.954, Validation Accuracy:  0.959, Loss:  0.020
Epoch  26 Batch   10/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.015
Epoch  26 Batch   11/269 - Train Accuracy:  0.959, Validation Accuracy:  0.943, Loss:  0.020
Epoch  26 Batch   12/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.022
Epoch  26 Batch   13/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.015
Epoch  26 Batch   14/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.019
Epoch  26 Batch   15/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  26 Batch   16/269 - Train Accuracy:  0.949, Validation Accuracy:  0.955, Loss:  0.022
Epoch  26 Batch   17/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.015
Epoch  26 Batch   18/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.018
Epoch  26 Batch   19/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.014
Epoch  26 Batch   20/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.016
Epoch  26 Batch   21/269 - Train Accuracy:  0.951, Validation Accuracy:  0.957, Loss:  0.019
Epoch  26 Batch   22/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.017
Epoch  26 Batch   23/269 - Train Accuracy:  0.954, Validation Accuracy:  0.959, Loss:  0.019
Epoch  26 Batch   24/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.015
Epoch  26 Batch   25/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.019
Epoch  26 Batch   26/269 - Train Accuracy:  0.954, Validation Accuracy:  0.956, Loss:  0.018
Epoch  26 Batch   27/269 - Train Accuracy:  0.955, Validation Accuracy:  0.958, Loss:  0.015
Epoch  26 Batch   28/269 - Train Accuracy:  0.950, Validation Accuracy:  0.956, Loss:  0.019
Epoch  26 Batch   29/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.017
Epoch  26 Batch   30/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.018
Epoch  26 Batch   31/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.017
Epoch  26 Batch   32/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.015
Epoch  26 Batch   33/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.015
Epoch  26 Batch   34/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.016
Epoch  26 Batch   35/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.024
Epoch  26 Batch   36/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.017
Epoch  26 Batch   37/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.020
Epoch  26 Batch   38/269 - Train Accuracy:  0.951, Validation Accuracy:  0.957, Loss:  0.016
Epoch  26 Batch   39/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.017
Epoch  26 Batch   40/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.019
Epoch  26 Batch   41/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.020
Epoch  26 Batch   42/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.015
Epoch  26 Batch   43/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.018
Epoch  26 Batch   44/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.018
Epoch  26 Batch   45/269 - Train Accuracy:  0.951, Validation Accuracy:  0.959, Loss:  0.020
Epoch  26 Batch   46/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.014
Epoch  26 Batch   47/269 - Train Accuracy:  0.950, Validation Accuracy:  0.957, Loss:  0.016
Epoch  26 Batch   48/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.018
Epoch  26 Batch   49/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.015
Epoch  26 Batch   50/269 - Train Accuracy:  0.950, Validation Accuracy:  0.963, Loss:  0.022
Epoch  26 Batch   51/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.015
Epoch  26 Batch   52/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.013
Epoch  26 Batch   53/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.019
Epoch  26 Batch   54/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.015
Epoch  26 Batch   55/269 - Train Accuracy:  0.954, Validation Accuracy:  0.958, Loss:  0.018
Epoch  26 Batch   56/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.015
Epoch  26 Batch   57/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.021
Epoch  26 Batch   58/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.018
Epoch  26 Batch   59/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  26 Batch   60/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.017
Epoch  26 Batch   61/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.018
Epoch  26 Batch   62/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.019
Epoch  26 Batch   63/269 - Train Accuracy:  0.957, Validation Accuracy:  0.962, Loss:  0.021
Epoch  26 Batch   64/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.015
Epoch  26 Batch   65/269 - Train Accuracy:  0.958, Validation Accuracy:  0.963, Loss:  0.016
Epoch  26 Batch   66/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.019
Epoch  26 Batch   67/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.021
Epoch  26 Batch   68/269 - Train Accuracy:  0.957, Validation Accuracy:  0.944, Loss:  0.021
Epoch  26 Batch   69/269 - Train Accuracy:  0.946, Validation Accuracy:  0.952, Loss:  0.022
Epoch  26 Batch   70/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.017
Epoch  26 Batch   71/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.022
Epoch  26 Batch   72/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.021
Epoch  26 Batch   73/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.019
Epoch  26 Batch   74/269 - Train Accuracy:  0.963, Validation Accuracy:  0.945, Loss:  0.018
Epoch  26 Batch   75/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.022
Epoch  26 Batch   76/269 - Train Accuracy:  0.955, Validation Accuracy:  0.963, Loss:  0.016
Epoch  26 Batch   77/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.018
Epoch  26 Batch   78/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.016
Epoch  26 Batch   79/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.019
Epoch  26 Batch   80/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.016
Epoch  26 Batch   81/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.020
Epoch  26 Batch   82/269 - Train Accuracy:  0.969, Validation Accuracy:  0.949, Loss:  0.014
Epoch  26 Batch   83/269 - Train Accuracy:  0.952, Validation Accuracy:  0.958, Loss:  0.024
Epoch  26 Batch   84/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.017
Epoch  26 Batch   85/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.017
Epoch  26 Batch   86/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.015
Epoch  26 Batch   87/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.016
Epoch  26 Batch   88/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.017
Epoch  26 Batch   89/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.016
Epoch  26 Batch   90/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.017
Epoch  26 Batch   91/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.016
Epoch  26 Batch   92/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.015
Epoch  26 Batch   93/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.016
Epoch  26 Batch   94/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.020
Epoch  26 Batch   95/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.017
Epoch  26 Batch   96/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.018
Epoch  26 Batch   97/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.019
Epoch  26 Batch   98/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.019
Epoch  26 Batch   99/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.017
Epoch  26 Batch  100/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.020
Epoch  26 Batch  101/269 - Train Accuracy:  0.947, Validation Accuracy:  0.958, Loss:  0.022
Epoch  26 Batch  102/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.017
Epoch  26 Batch  103/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.019
Epoch  26 Batch  104/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.017
Epoch  26 Batch  105/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.018
Epoch  26 Batch  106/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.016
Epoch  26 Batch  107/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.018
Epoch  26 Batch  108/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.016
Epoch  26 Batch  109/269 - Train Accuracy:  0.949, Validation Accuracy:  0.958, Loss:  0.021
Epoch  26 Batch  110/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.017
Epoch  26 Batch  111/269 - Train Accuracy:  0.959, Validation Accuracy:  0.950, Loss:  0.021
Epoch  26 Batch  112/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.021
Epoch  26 Batch  113/269 - Train Accuracy:  0.944, Validation Accuracy:  0.950, Loss:  0.019
Epoch  26 Batch  114/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.019
Epoch  26 Batch  115/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.020
Epoch  26 Batch  116/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.018
Epoch  26 Batch  117/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.019
Epoch  26 Batch  118/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.017
Epoch  26 Batch  119/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.019
Epoch  26 Batch  120/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.019
Epoch  26 Batch  121/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.016
Epoch  26 Batch  122/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.020
Epoch  26 Batch  123/269 - Train Accuracy:  0.952, Validation Accuracy:  0.955, Loss:  0.019
Epoch  26 Batch  124/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.016
Epoch  26 Batch  125/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.018
Epoch  26 Batch  126/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.017
Epoch  26 Batch  127/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.020
Epoch  26 Batch  128/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.018
Epoch  26 Batch  129/269 - Train Accuracy:  0.946, Validation Accuracy:  0.947, Loss:  0.022
Epoch  26 Batch  130/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.024
Epoch  26 Batch  131/269 - Train Accuracy:  0.948, Validation Accuracy:  0.952, Loss:  0.021
Epoch  26 Batch  132/269 - Train Accuracy:  0.940, Validation Accuracy:  0.947, Loss:  0.021
Epoch  26 Batch  133/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.020
Epoch  26 Batch  134/269 - Train Accuracy:  0.950, Validation Accuracy:  0.946, Loss:  0.019
Epoch  26 Batch  135/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.019
Epoch  26 Batch  136/269 - Train Accuracy:  0.944, Validation Accuracy:  0.950, Loss:  0.021
Epoch  26 Batch  137/269 - Train Accuracy:  0.950, Validation Accuracy:  0.949, Loss:  0.025
Epoch  26 Batch  138/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.016
Epoch  26 Batch  139/269 - Train Accuracy:  0.959, Validation Accuracy:  0.942, Loss:  0.018
Epoch  26 Batch  140/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.020
Epoch  26 Batch  141/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.019
Epoch  26 Batch  142/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.019
Epoch  26 Batch  143/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.017
Epoch  26 Batch  144/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.017
Epoch  26 Batch  145/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.016
Epoch  26 Batch  146/269 - Train Accuracy:  0.951, Validation Accuracy:  0.950, Loss:  0.016
Epoch  26 Batch  147/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.024
Epoch  26 Batch  148/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.017
Epoch  26 Batch  149/269 - Train Accuracy:  0.953, Validation Accuracy:  0.957, Loss:  0.022
Epoch  26 Batch  150/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.021
Epoch  26 Batch  151/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.020
Epoch  26 Batch  152/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.018
Epoch  26 Batch  153/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.016
Epoch  26 Batch  154/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.017
Epoch  26 Batch  155/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.018
Epoch  26 Batch  156/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.019
Epoch  26 Batch  157/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.017
Epoch  26 Batch  158/269 - Train Accuracy:  0.950, Validation Accuracy:  0.956, Loss:  0.018
Epoch  26 Batch  159/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.018
Epoch  26 Batch  160/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.018
Epoch  26 Batch  161/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.016
Epoch  26 Batch  162/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.017
Epoch  26 Batch  163/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.018
Epoch  26 Batch  164/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.016
Epoch  26 Batch  165/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.018
Epoch  26 Batch  166/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.017
Epoch  26 Batch  167/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.019
Epoch  26 Batch  168/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.018
Epoch  26 Batch  169/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.016
Epoch  26 Batch  170/269 - Train Accuracy:  0.956, Validation Accuracy:  0.961, Loss:  0.020
Epoch  26 Batch  171/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.016
Epoch  26 Batch  172/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.019
Epoch  26 Batch  173/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.018
Epoch  26 Batch  174/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.018
Epoch  26 Batch  175/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.027
Epoch  26 Batch  176/269 - Train Accuracy:  0.951, Validation Accuracy:  0.956, Loss:  0.020
Epoch  26 Batch  177/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.018
Epoch  26 Batch  178/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.016
Epoch  26 Batch  179/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.017
Epoch  26 Batch  180/269 - Train Accuracy:  0.965, Validation Accuracy:  0.947, Loss:  0.016
Epoch  26 Batch  181/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.022
Epoch  26 Batch  182/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.018
Epoch  26 Batch  183/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.013
Epoch  26 Batch  184/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.018
Epoch  26 Batch  185/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.017
Epoch  26 Batch  186/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.015
Epoch  26 Batch  187/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.016
Epoch  26 Batch  188/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.014
Epoch  26 Batch  189/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.017
Epoch  26 Batch  190/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.019
Epoch  26 Batch  191/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.016
Epoch  26 Batch  192/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.016
Epoch  26 Batch  193/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.015
Epoch  26 Batch  194/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.017
Epoch  26 Batch  195/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.015
Epoch  26 Batch  196/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.018
Epoch  26 Batch  197/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.017
Epoch  26 Batch  198/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.016
Epoch  26 Batch  199/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.020
Epoch  26 Batch  200/269 - Train Accuracy:  0.976, Validation Accuracy:  0.952, Loss:  0.015
Epoch  26 Batch  201/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.017
Epoch  26 Batch  202/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.018
Epoch  26 Batch  203/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.020
Epoch  26 Batch  204/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.016
Epoch  26 Batch  205/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.018
Epoch  26 Batch  206/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.020
Epoch  26 Batch  207/269 - Train Accuracy:  0.951, Validation Accuracy:  0.957, Loss:  0.017
Epoch  26 Batch  208/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.019
Epoch  26 Batch  209/269 - Train Accuracy:  0.953, Validation Accuracy:  0.961, Loss:  0.018
Epoch  26 Batch  210/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.016
Epoch  26 Batch  211/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.019
Epoch  26 Batch  212/269 - Train Accuracy:  0.955, Validation Accuracy:  0.958, Loss:  0.022
Epoch  26 Batch  213/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.016
Epoch  26 Batch  214/269 - Train Accuracy:  0.954, Validation Accuracy:  0.956, Loss:  0.018
Epoch  26 Batch  215/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.019
Epoch  26 Batch  216/269 - Train Accuracy:  0.951, Validation Accuracy:  0.954, Loss:  0.026
Epoch  26 Batch  217/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.019
Epoch  26 Batch  218/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.015
Epoch  26 Batch  219/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.017
Epoch  26 Batch  220/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.019
Epoch  26 Batch  221/269 - Train Accuracy:  0.952, Validation Accuracy:  0.952, Loss:  0.019
Epoch  26 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.015
Epoch  26 Batch  223/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.014
Epoch  26 Batch  224/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.022
Epoch  26 Batch  225/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.017
Epoch  26 Batch  226/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.018
Epoch  26 Batch  227/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.025
Epoch  26 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.015
Epoch  26 Batch  229/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.016
Epoch  26 Batch  230/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.016
Epoch  26 Batch  231/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.016
Epoch  26 Batch  232/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.018
Epoch  26 Batch  233/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.020
Epoch  26 Batch  234/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.016
Epoch  26 Batch  235/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.013
Epoch  26 Batch  236/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.015
Epoch  26 Batch  237/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  26 Batch  238/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.016
Epoch  26 Batch  239/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.015
Epoch  26 Batch  240/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.017
Epoch  26 Batch  241/269 - Train Accuracy:  0.953, Validation Accuracy:  0.960, Loss:  0.020
Epoch  26 Batch  242/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.016
Epoch  26 Batch  243/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.014
Epoch  26 Batch  244/269 - Train Accuracy:  0.952, Validation Accuracy:  0.962, Loss:  0.018
Epoch  26 Batch  245/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.017
Epoch  26 Batch  246/269 - Train Accuracy:  0.956, Validation Accuracy:  0.962, Loss:  0.017
Epoch  26 Batch  247/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.017
Epoch  26 Batch  248/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.013
Epoch  26 Batch  249/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.016
Epoch  26 Batch  250/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.018
Epoch  26 Batch  251/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  26 Batch  252/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.012
Epoch  26 Batch  253/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.019
Epoch  26 Batch  254/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.017
Epoch  26 Batch  255/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.021
Epoch  26 Batch  256/269 - Train Accuracy:  0.953, Validation Accuracy:  0.963, Loss:  0.016
Epoch  26 Batch  257/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.018
Epoch  26 Batch  258/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.020
Epoch  26 Batch  259/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.017
Epoch  26 Batch  260/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.018
Epoch  26 Batch  261/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.016
Epoch  26 Batch  262/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.019
Epoch  26 Batch  263/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.017
Epoch  26 Batch  264/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.018
Epoch  26 Batch  265/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.017
Epoch  26 Batch  266/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  26 Batch  267/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.018
Epoch  27 Batch    0/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.020
Epoch  27 Batch    1/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.016
Epoch  27 Batch    2/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.016
Epoch  27 Batch    3/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  27 Batch    4/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.017
Epoch  27 Batch    5/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.017
Epoch  27 Batch    6/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.013
Epoch  27 Batch    7/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.016
Epoch  27 Batch    8/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.020
Epoch  27 Batch    9/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.018
Epoch  27 Batch   10/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.014
Epoch  27 Batch   11/269 - Train Accuracy:  0.966, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch   12/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.021
Epoch  27 Batch   13/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.014
Epoch  27 Batch   14/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.017
Epoch  27 Batch   15/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.011
Epoch  27 Batch   16/269 - Train Accuracy:  0.952, Validation Accuracy:  0.957, Loss:  0.022
Epoch  27 Batch   17/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.014
Epoch  27 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.017
Epoch  27 Batch   19/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  27 Batch   20/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.015
Epoch  27 Batch   21/269 - Train Accuracy:  0.950, Validation Accuracy:  0.964, Loss:  0.019
Epoch  27 Batch   22/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.015
Epoch  27 Batch   23/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.017
Epoch  27 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.014
Epoch  27 Batch   25/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.017
Epoch  27 Batch   26/269 - Train Accuracy:  0.957, Validation Accuracy:  0.963, Loss:  0.016
Epoch  27 Batch   27/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.015
Epoch  27 Batch   28/269 - Train Accuracy:  0.953, Validation Accuracy:  0.960, Loss:  0.018
Epoch  27 Batch   29/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.016
Epoch  27 Batch   30/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.017
Epoch  27 Batch   31/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.016
Epoch  27 Batch   32/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.014
Epoch  27 Batch   33/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.014
Epoch  27 Batch   34/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.014
Epoch  27 Batch   35/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.023
Epoch  27 Batch   36/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.017
Epoch  27 Batch   37/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.018
Epoch  27 Batch   38/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.016
Epoch  27 Batch   39/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.017
Epoch  27 Batch   40/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.019
Epoch  27 Batch   41/269 - Train Accuracy:  0.951, Validation Accuracy:  0.954, Loss:  0.018
Epoch  27 Batch   42/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.014
Epoch  27 Batch   43/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.018
Epoch  27 Batch   44/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.018
Epoch  27 Batch   45/269 - Train Accuracy:  0.952, Validation Accuracy:  0.959, Loss:  0.020
Epoch  27 Batch   46/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.013
Epoch  27 Batch   47/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.015
Epoch  27 Batch   48/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.018
Epoch  27 Batch   49/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  27 Batch   50/269 - Train Accuracy:  0.951, Validation Accuracy:  0.966, Loss:  0.022
Epoch  27 Batch   51/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.014
Epoch  27 Batch   52/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  27 Batch   53/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.018
Epoch  27 Batch   54/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.015
Epoch  27 Batch   55/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.017
Epoch  27 Batch   56/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.015
Epoch  27 Batch   57/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.019
Epoch  27 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.017
Epoch  27 Batch   59/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.012
Epoch  27 Batch   60/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.017
Epoch  27 Batch   61/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.017
Epoch  27 Batch   62/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.018
Epoch  27 Batch   63/269 - Train Accuracy:  0.956, Validation Accuracy:  0.961, Loss:  0.021
Epoch  27 Batch   64/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.015
Epoch  27 Batch   65/269 - Train Accuracy:  0.955, Validation Accuracy:  0.962, Loss:  0.015
Epoch  27 Batch   66/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.018
Epoch  27 Batch   67/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.020
Epoch  27 Batch   68/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.019
Epoch  27 Batch   69/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.021
Epoch  27 Batch   70/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.015
Epoch  27 Batch   71/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.021
Epoch  27 Batch   72/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.020
Epoch  27 Batch   73/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.019
Epoch  27 Batch   74/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.017
Epoch  27 Batch   75/269 - Train Accuracy:  0.952, Validation Accuracy:  0.952, Loss:  0.021
Epoch  27 Batch   76/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.015
Epoch  27 Batch   77/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.017
Epoch  27 Batch   78/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.015
Epoch  27 Batch   79/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.019
Epoch  27 Batch   80/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.016
Epoch  27 Batch   81/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.019
Epoch  27 Batch   82/269 - Train Accuracy:  0.965, Validation Accuracy:  0.946, Loss:  0.014
Epoch  27 Batch   83/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.023
Epoch  27 Batch   84/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.016
Epoch  27 Batch   85/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.017
Epoch  27 Batch   86/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.014
Epoch  27 Batch   87/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.016
Epoch  27 Batch   88/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.017
Epoch  27 Batch   89/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.015
Epoch  27 Batch   90/269 - Train Accuracy:  0.953, Validation Accuracy:  0.958, Loss:  0.018
Epoch  27 Batch   91/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.016
Epoch  27 Batch   92/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.014
Epoch  27 Batch   93/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.015
Epoch  27 Batch   94/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.019
Epoch  27 Batch   95/269 - Train Accuracy:  0.957, Validation Accuracy:  0.962, Loss:  0.017
Epoch  27 Batch   96/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.018
Epoch  27 Batch   97/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.018
Epoch  27 Batch   98/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.017
Epoch  27 Batch   99/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.017
Epoch  27 Batch  100/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.019
Epoch  27 Batch  101/269 - Train Accuracy:  0.956, Validation Accuracy:  0.960, Loss:  0.021
Epoch  27 Batch  102/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.015
Epoch  27 Batch  103/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.019
Epoch  27 Batch  104/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.017
Epoch  27 Batch  105/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.016
Epoch  27 Batch  106/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.015
Epoch  27 Batch  107/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.017
Epoch  27 Batch  108/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.015
Epoch  27 Batch  109/269 - Train Accuracy:  0.955, Validation Accuracy:  0.960, Loss:  0.021
Epoch  27 Batch  110/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.015
Epoch  27 Batch  111/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.018
Epoch  27 Batch  112/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.019
Epoch  27 Batch  113/269 - Train Accuracy:  0.948, Validation Accuracy:  0.950, Loss:  0.018
Epoch  27 Batch  114/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.017
Epoch  27 Batch  115/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.019
Epoch  27 Batch  116/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.016
Epoch  27 Batch  117/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.017
Epoch  27 Batch  118/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.017
Epoch  27 Batch  119/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.016
Epoch  27 Batch  120/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.017
Epoch  27 Batch  121/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.016
Epoch  27 Batch  122/269 - Train Accuracy:  0.952, Validation Accuracy:  0.952, Loss:  0.019
Epoch  27 Batch  123/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.020
Epoch  27 Batch  124/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.016
Epoch  27 Batch  125/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.015
Epoch  27 Batch  126/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.017
Epoch  27 Batch  127/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.017
Epoch  27 Batch  128/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.018
Epoch  27 Batch  129/269 - Train Accuracy:  0.943, Validation Accuracy:  0.956, Loss:  0.018
Epoch  27 Batch  130/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.019
Epoch  27 Batch  131/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.021
Epoch  27 Batch  132/269 - Train Accuracy:  0.947, Validation Accuracy:  0.948, Loss:  0.018
Epoch  27 Batch  133/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.016
Epoch  27 Batch  134/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.017
Epoch  27 Batch  135/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.016
Epoch  27 Batch  136/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.018
Epoch  27 Batch  137/269 - Train Accuracy:  0.948, Validation Accuracy:  0.954, Loss:  0.022
Epoch  27 Batch  138/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.014
Epoch  27 Batch  139/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.016
Epoch  27 Batch  140/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.019
Epoch  27 Batch  141/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.017
Epoch  27 Batch  142/269 - Train Accuracy:  0.952, Validation Accuracy:  0.958, Loss:  0.017
Epoch  27 Batch  143/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.015
Epoch  27 Batch  144/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.014
Epoch  27 Batch  145/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.015
Epoch  27 Batch  146/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.016
Epoch  27 Batch  147/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.020
Epoch  27 Batch  148/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.016
Epoch  27 Batch  149/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.019
Epoch  27 Batch  150/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.019
Epoch  27 Batch  151/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.019
Epoch  27 Batch  152/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.016
Epoch  27 Batch  153/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.015
Epoch  27 Batch  154/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.017
Epoch  27 Batch  155/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.016
Epoch  27 Batch  156/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.018
Epoch  27 Batch  157/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.015
Epoch  27 Batch  158/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.017
Epoch  27 Batch  159/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.017
Epoch  27 Batch  160/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.016
Epoch  27 Batch  161/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.016
Epoch  27 Batch  162/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.016
Epoch  27 Batch  163/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.018
Epoch  27 Batch  164/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.015
Epoch  27 Batch  165/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.017
Epoch  27 Batch  166/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.016
Epoch  27 Batch  167/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.017
Epoch  27 Batch  168/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.018
Epoch  27 Batch  169/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.015
Epoch  27 Batch  170/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.018
Epoch  27 Batch  171/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.015
Epoch  27 Batch  172/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.018
Epoch  27 Batch  173/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.016
Epoch  27 Batch  174/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.016
Epoch  27 Batch  175/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.024
Epoch  27 Batch  176/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.018
Epoch  27 Batch  177/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.017
Epoch  27 Batch  178/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.014
Epoch  27 Batch  179/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.016
Epoch  27 Batch  180/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.014
Epoch  27 Batch  181/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.020
Epoch  27 Batch  182/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.016
Epoch  27 Batch  183/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  27 Batch  184/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.016
Epoch  27 Batch  185/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.016
Epoch  27 Batch  186/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.013
Epoch  27 Batch  187/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.014
Epoch  27 Batch  188/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.014
Epoch  27 Batch  189/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.016
Epoch  27 Batch  190/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.018
Epoch  27 Batch  191/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.015
Epoch  27 Batch  192/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.015
Epoch  27 Batch  193/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.015
Epoch  27 Batch  194/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.015
Epoch  27 Batch  195/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.013
Epoch  27 Batch  196/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.016
Epoch  27 Batch  197/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.016
Epoch  27 Batch  198/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.016
Epoch  27 Batch  199/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.017
Epoch  27 Batch  200/269 - Train Accuracy:  0.976, Validation Accuracy:  0.953, Loss:  0.014
Epoch  27 Batch  201/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.016
Epoch  27 Batch  202/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.017
Epoch  27 Batch  203/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.018
Epoch  27 Batch  204/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.015
Epoch  27 Batch  205/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.016
Epoch  27 Batch  206/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.018
Epoch  27 Batch  207/269 - Train Accuracy:  0.953, Validation Accuracy:  0.957, Loss:  0.016
Epoch  27 Batch  208/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.018
Epoch  27 Batch  209/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.017
Epoch  27 Batch  210/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  27 Batch  211/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.018
Epoch  27 Batch  212/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.021
Epoch  27 Batch  213/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.016
Epoch  27 Batch  214/269 - Train Accuracy:  0.955, Validation Accuracy:  0.958, Loss:  0.017
Epoch  27 Batch  215/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.018
Epoch  27 Batch  216/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.025
Epoch  27 Batch  217/269 - Train Accuracy:  0.949, Validation Accuracy:  0.955, Loss:  0.018
Epoch  27 Batch  218/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.014
Epoch  27 Batch  219/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.016
Epoch  27 Batch  220/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.019
Epoch  27 Batch  221/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.017
Epoch  27 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.954, Loss:  0.013
Epoch  27 Batch  223/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.013
Epoch  27 Batch  224/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.021
Epoch  27 Batch  225/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.016
Epoch  27 Batch  226/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.017
Epoch  27 Batch  227/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.024
Epoch  27 Batch  228/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.015
Epoch  27 Batch  229/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.015
Epoch  27 Batch  230/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.015
Epoch  27 Batch  231/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.016
Epoch  27 Batch  232/269 - Train Accuracy:  0.953, Validation Accuracy:  0.960, Loss:  0.017
Epoch  27 Batch  233/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.019
Epoch  27 Batch  234/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.015
Epoch  27 Batch  235/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.012
Epoch  27 Batch  236/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.014
Epoch  27 Batch  237/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  27 Batch  238/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.014
Epoch  27 Batch  239/269 - Train Accuracy:  0.963, Validation Accuracy:  0.947, Loss:  0.014
Epoch  27 Batch  240/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.016
Epoch  27 Batch  241/269 - Train Accuracy:  0.948, Validation Accuracy:  0.960, Loss:  0.018
Epoch  27 Batch  242/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.015
Epoch  27 Batch  243/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  27 Batch  244/269 - Train Accuracy:  0.954, Validation Accuracy:  0.958, Loss:  0.016
Epoch  27 Batch  245/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.016
Epoch  27 Batch  246/269 - Train Accuracy:  0.951, Validation Accuracy:  0.958, Loss:  0.017
Epoch  27 Batch  247/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  27 Batch  248/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.014
Epoch  27 Batch  249/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  27 Batch  250/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.016
Epoch  27 Batch  251/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.015
Epoch  27 Batch  252/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  27 Batch  253/269 - Train Accuracy:  0.954, Validation Accuracy:  0.956, Loss:  0.016
Epoch  27 Batch  254/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.016
Epoch  27 Batch  255/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.019
Epoch  27 Batch  256/269 - Train Accuracy:  0.955, Validation Accuracy:  0.958, Loss:  0.016
Epoch  27 Batch  257/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.017
Epoch  27 Batch  258/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.017
Epoch  27 Batch  259/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.017
Epoch  27 Batch  260/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.017
Epoch  27 Batch  261/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.015
Epoch  27 Batch  262/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.017
Epoch  27 Batch  263/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.016
Epoch  27 Batch  264/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.016
Epoch  27 Batch  265/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.016
Epoch  27 Batch  266/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  27 Batch  267/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.018
Epoch  28 Batch    0/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.017
Epoch  28 Batch    1/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.015
Epoch  28 Batch    2/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.016
Epoch  28 Batch    3/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  28 Batch    4/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.017
Epoch  28 Batch    5/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.017
Epoch  28 Batch    6/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.014
Epoch  28 Batch    7/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.015
Epoch  28 Batch    8/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.020
Epoch  28 Batch    9/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.018
Epoch  28 Batch   10/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.014
Epoch  28 Batch   11/269 - Train Accuracy:  0.964, Validation Accuracy:  0.942, Loss:  0.019
Epoch  28 Batch   12/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.020
Epoch  28 Batch   13/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.013
Epoch  28 Batch   14/269 - Train Accuracy:  0.958, Validation Accuracy:  0.960, Loss:  0.017
Epoch  28 Batch   15/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  28 Batch   16/269 - Train Accuracy:  0.955, Validation Accuracy:  0.958, Loss:  0.020
Epoch  28 Batch   17/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.014
Epoch  28 Batch   18/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.017
Epoch  28 Batch   19/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  28 Batch   20/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.015
Epoch  28 Batch   21/269 - Train Accuracy:  0.950, Validation Accuracy:  0.963, Loss:  0.018
Epoch  28 Batch   22/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  28 Batch   23/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.016
Epoch  28 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.013
Epoch  28 Batch   25/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.016
Epoch  28 Batch   26/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.016
Epoch  28 Batch   27/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.013
Epoch  28 Batch   28/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.015
Epoch  28 Batch   29/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.014
Epoch  28 Batch   30/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.017
Epoch  28 Batch   31/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.015
Epoch  28 Batch   32/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.013
Epoch  28 Batch   33/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  28 Batch   34/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.013
Epoch  28 Batch   35/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.021
Epoch  28 Batch   36/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.016
Epoch  28 Batch   37/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.017
Epoch  28 Batch   38/269 - Train Accuracy:  0.954, Validation Accuracy:  0.960, Loss:  0.014
Epoch  28 Batch   39/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.016
Epoch  28 Batch   40/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.018
Epoch  28 Batch   41/269 - Train Accuracy:  0.955, Validation Accuracy:  0.960, Loss:  0.017
Epoch  28 Batch   42/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.013
Epoch  28 Batch   43/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.017
Epoch  28 Batch   44/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.017
Epoch  28 Batch   45/269 - Train Accuracy:  0.952, Validation Accuracy:  0.963, Loss:  0.019
Epoch  28 Batch   46/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.013
Epoch  28 Batch   47/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.014
Epoch  28 Batch   48/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.017
Epoch  28 Batch   49/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.012
Epoch  28 Batch   50/269 - Train Accuracy:  0.950, Validation Accuracy:  0.962, Loss:  0.021
Epoch  28 Batch   51/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.013
Epoch  28 Batch   52/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.011
Epoch  28 Batch   53/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.016
Epoch  28 Batch   54/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.014
Epoch  28 Batch   55/269 - Train Accuracy:  0.954, Validation Accuracy:  0.960, Loss:  0.016
Epoch  28 Batch   56/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  28 Batch   57/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.019
Epoch  28 Batch   58/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.016
Epoch  28 Batch   59/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  28 Batch   60/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.016
Epoch  28 Batch   61/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.016
Epoch  28 Batch   62/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.018
Epoch  28 Batch   63/269 - Train Accuracy:  0.953, Validation Accuracy:  0.959, Loss:  0.019
Epoch  28 Batch   64/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.014
Epoch  28 Batch   65/269 - Train Accuracy:  0.958, Validation Accuracy:  0.966, Loss:  0.014
Epoch  28 Batch   66/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.017
Epoch  28 Batch   67/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.019
Epoch  28 Batch   68/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.017
Epoch  28 Batch   69/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.020
Epoch  28 Batch   70/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.014
Epoch  28 Batch   71/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.020
Epoch  28 Batch   72/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.018
Epoch  28 Batch   73/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.019
Epoch  28 Batch   74/269 - Train Accuracy:  0.968, Validation Accuracy:  0.947, Loss:  0.015
Epoch  28 Batch   75/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.020
Epoch  28 Batch   76/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.015
Epoch  28 Batch   77/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.016
Epoch  28 Batch   78/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.014
Epoch  28 Batch   79/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.018
Epoch  28 Batch   80/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.015
Epoch  28 Batch   81/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.017
Epoch  28 Batch   82/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.013
Epoch  28 Batch   83/269 - Train Accuracy:  0.955, Validation Accuracy:  0.958, Loss:  0.023
Epoch  28 Batch   84/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.015
Epoch  28 Batch   85/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.016
Epoch  28 Batch   86/269 - Train Accuracy:  0.966, Validation Accuracy:  0.947, Loss:  0.013
Epoch  28 Batch   87/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.014
Epoch  28 Batch   88/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  28 Batch   89/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.014
Epoch  28 Batch   90/269 - Train Accuracy:  0.955, Validation Accuracy:  0.961, Loss:  0.017
Epoch  28 Batch   91/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.015
Epoch  28 Batch   92/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.013
Epoch  28 Batch   93/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.014
Epoch  28 Batch   94/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.018
Epoch  28 Batch   95/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.015
Epoch  28 Batch   96/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.016
Epoch  28 Batch   97/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.016
Epoch  28 Batch   98/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.016
Epoch  28 Batch   99/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.015
Epoch  28 Batch  100/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.017
Epoch  28 Batch  101/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.021
Epoch  28 Batch  102/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.016
Epoch  28 Batch  103/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.017
Epoch  28 Batch  104/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  28 Batch  105/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.015
Epoch  28 Batch  106/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.015
Epoch  28 Batch  107/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.018
Epoch  28 Batch  108/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.014
Epoch  28 Batch  109/269 - Train Accuracy:  0.954, Validation Accuracy:  0.956, Loss:  0.020
Epoch  28 Batch  110/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.014
Epoch  28 Batch  111/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.019
Epoch  28 Batch  112/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.019
Epoch  28 Batch  113/269 - Train Accuracy:  0.949, Validation Accuracy:  0.955, Loss:  0.017
Epoch  28 Batch  114/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.017
Epoch  28 Batch  115/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.019
Epoch  28 Batch  116/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.016
Epoch  28 Batch  117/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.015
Epoch  28 Batch  118/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.016
Epoch  28 Batch  119/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.017
Epoch  28 Batch  120/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.016
Epoch  28 Batch  121/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.014
Epoch  28 Batch  122/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.018
Epoch  28 Batch  123/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.019
Epoch  28 Batch  124/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.015
Epoch  28 Batch  125/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.014
Epoch  28 Batch  126/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.016
Epoch  28 Batch  127/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.016
Epoch  28 Batch  128/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.014
Epoch  28 Batch  129/269 - Train Accuracy:  0.948, Validation Accuracy:  0.954, Loss:  0.018
Epoch  28 Batch  130/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.018
Epoch  28 Batch  131/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.018
Epoch  28 Batch  132/269 - Train Accuracy:  0.950, Validation Accuracy:  0.956, Loss:  0.017
Epoch  28 Batch  133/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.015
Epoch  28 Batch  134/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.016
Epoch  28 Batch  135/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.015
Epoch  28 Batch  136/269 - Train Accuracy:  0.951, Validation Accuracy:  0.957, Loss:  0.018
Epoch  28 Batch  137/269 - Train Accuracy:  0.946, Validation Accuracy:  0.956, Loss:  0.021
Epoch  28 Batch  138/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.013
Epoch  28 Batch  139/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.014
Epoch  28 Batch  140/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.017
Epoch  28 Batch  141/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.017
Epoch  28 Batch  142/269 - Train Accuracy:  0.952, Validation Accuracy:  0.961, Loss:  0.016
Epoch  28 Batch  143/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.013
Epoch  28 Batch  144/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.013
Epoch  28 Batch  145/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.014
Epoch  28 Batch  146/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.014
Epoch  28 Batch  147/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.020
Epoch  28 Batch  148/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.015
Epoch  28 Batch  149/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.017
Epoch  28 Batch  150/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.018
Epoch  28 Batch  151/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.018
Epoch  28 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.015
Epoch  28 Batch  153/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.014
Epoch  28 Batch  154/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.016
Epoch  28 Batch  155/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.016
Epoch  28 Batch  156/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.016
Epoch  28 Batch  157/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.013
Epoch  28 Batch  158/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.016
Epoch  28 Batch  159/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.017
Epoch  28 Batch  160/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  28 Batch  161/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.015
Epoch  28 Batch  162/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.015
Epoch  28 Batch  163/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.016
Epoch  28 Batch  164/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  28 Batch  165/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.016
Epoch  28 Batch  166/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.017
Epoch  28 Batch  167/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.017
Epoch  28 Batch  168/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.018
Epoch  28 Batch  169/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.014
Epoch  28 Batch  170/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.017
Epoch  28 Batch  171/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  28 Batch  172/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.016
Epoch  28 Batch  173/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.016
Epoch  28 Batch  174/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.016
Epoch  28 Batch  175/269 - Train Accuracy:  0.956, Validation Accuracy:  0.960, Loss:  0.024
Epoch  28 Batch  176/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.016
Epoch  28 Batch  177/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.016
Epoch  28 Batch  178/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.015
Epoch  28 Batch  179/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.016
Epoch  28 Batch  180/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  28 Batch  181/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.017
Epoch  28 Batch  182/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.016
Epoch  28 Batch  183/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  28 Batch  184/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.015
Epoch  28 Batch  185/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.014
Epoch  28 Batch  186/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.012
Epoch  28 Batch  187/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.014
Epoch  28 Batch  188/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.013
Epoch  28 Batch  189/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.015
Epoch  28 Batch  190/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.017
Epoch  28 Batch  191/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.014
Epoch  28 Batch  192/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.014
Epoch  28 Batch  193/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.014
Epoch  28 Batch  194/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.014
Epoch  28 Batch  195/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.014
Epoch  28 Batch  196/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.016
Epoch  28 Batch  197/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.015
Epoch  28 Batch  198/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  28 Batch  199/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.017
Epoch  28 Batch  200/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.013
Epoch  28 Batch  201/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.015
Epoch  28 Batch  202/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.016
Epoch  28 Batch  203/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.017
Epoch  28 Batch  204/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  28 Batch  205/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.015
Epoch  28 Batch  206/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.018
Epoch  28 Batch  207/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.015
Epoch  28 Batch  208/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.016
Epoch  28 Batch  209/269 - Train Accuracy:  0.958, Validation Accuracy:  0.963, Loss:  0.017
Epoch  28 Batch  210/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  28 Batch  211/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.016
Epoch  28 Batch  212/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.020
Epoch  28 Batch  213/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  28 Batch  214/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.015
Epoch  28 Batch  215/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.017
Epoch  28 Batch  216/269 - Train Accuracy:  0.954, Validation Accuracy:  0.961, Loss:  0.023
Epoch  28 Batch  217/269 - Train Accuracy:  0.952, Validation Accuracy:  0.955, Loss:  0.016
Epoch  28 Batch  218/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.013
Epoch  28 Batch  219/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.015
Epoch  28 Batch  220/269 - Train Accuracy:  0.953, Validation Accuracy:  0.957, Loss:  0.017
Epoch  28 Batch  221/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.015
Epoch  28 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.013
Epoch  28 Batch  223/269 - Train Accuracy:  0.966, Validation Accuracy:  0.951, Loss:  0.012
Epoch  28 Batch  224/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.020
Epoch  28 Batch  225/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.015
Epoch  28 Batch  226/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.016
Epoch  28 Batch  227/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.022
Epoch  28 Batch  228/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.013
Epoch  28 Batch  229/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.014
Epoch  28 Batch  230/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.014
Epoch  28 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  28 Batch  232/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.017
Epoch  28 Batch  233/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.017
Epoch  28 Batch  234/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.015
Epoch  28 Batch  235/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.011
Epoch  28 Batch  236/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.013
Epoch  28 Batch  237/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.013
Epoch  28 Batch  238/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.014
Epoch  28 Batch  239/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.014
Epoch  28 Batch  240/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.015
Epoch  28 Batch  241/269 - Train Accuracy:  0.948, Validation Accuracy:  0.961, Loss:  0.018
Epoch  28 Batch  242/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.014
Epoch  28 Batch  243/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  28 Batch  244/269 - Train Accuracy:  0.957, Validation Accuracy:  0.961, Loss:  0.016
Epoch  28 Batch  245/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.015
Epoch  28 Batch  246/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.015
Epoch  28 Batch  247/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  28 Batch  248/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  28 Batch  249/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  28 Batch  250/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.014
Epoch  28 Batch  251/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.013
Epoch  28 Batch  252/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.010
Epoch  28 Batch  253/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.014
Epoch  28 Batch  254/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.015
Epoch  28 Batch  255/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.018
Epoch  28 Batch  256/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.014
Epoch  28 Batch  257/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.016
Epoch  28 Batch  258/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.015
Epoch  28 Batch  259/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.016
Epoch  28 Batch  260/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.016
Epoch  28 Batch  261/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.014
Epoch  28 Batch  262/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.016
Epoch  28 Batch  263/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.015
Epoch  28 Batch  264/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.016
Epoch  28 Batch  265/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.014
Epoch  28 Batch  266/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.012
Epoch  28 Batch  267/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.017
Epoch  29 Batch    0/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.016
Epoch  29 Batch    1/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  29 Batch    2/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.014
Epoch  29 Batch    3/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  29 Batch    4/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.016
Epoch  29 Batch    5/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.015
Epoch  29 Batch    6/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.012
Epoch  29 Batch    7/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.014
Epoch  29 Batch    8/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.017
Epoch  29 Batch    9/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.016
Epoch  29 Batch   10/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  29 Batch   11/269 - Train Accuracy:  0.963, Validation Accuracy:  0.949, Loss:  0.018
Epoch  29 Batch   12/269 - Train Accuracy:  0.959, Validation Accuracy:  0.943, Loss:  0.019
Epoch  29 Batch   13/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.013
Epoch  29 Batch   14/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.015
Epoch  29 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.952, Loss:  0.010
Epoch  29 Batch   16/269 - Train Accuracy:  0.955, Validation Accuracy:  0.962, Loss:  0.020
Epoch  29 Batch   17/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.013
Epoch  29 Batch   18/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.016
Epoch  29 Batch   19/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.012
Epoch  29 Batch   20/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.014
Epoch  29 Batch   21/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.017
Epoch  29 Batch   22/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.013
Epoch  29 Batch   23/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.016
Epoch  29 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  29 Batch   25/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.015
Epoch  29 Batch   26/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.016
Epoch  29 Batch   27/269 - Train Accuracy:  0.953, Validation Accuracy:  0.959, Loss:  0.013
Epoch  29 Batch   28/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.015
Epoch  29 Batch   29/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.014
Epoch  29 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.016
Epoch  29 Batch   31/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.014
Epoch  29 Batch   32/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.012
Epoch  29 Batch   33/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.012
Epoch  29 Batch   34/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.013
Epoch  29 Batch   35/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.021
Epoch  29 Batch   36/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.015
Epoch  29 Batch   37/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.016
Epoch  29 Batch   38/269 - Train Accuracy:  0.957, Validation Accuracy:  0.961, Loss:  0.013
Epoch  29 Batch   39/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.014
Epoch  29 Batch   40/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.016
Epoch  29 Batch   41/269 - Train Accuracy:  0.955, Validation Accuracy:  0.962, Loss:  0.017
Epoch  29 Batch   42/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.012
Epoch  29 Batch   43/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.015
Epoch  29 Batch   44/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.016
Epoch  29 Batch   45/269 - Train Accuracy:  0.956, Validation Accuracy:  0.960, Loss:  0.017
Epoch  29 Batch   46/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.012
Epoch  29 Batch   47/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.013
Epoch  29 Batch   48/269 - Train Accuracy:  0.958, Validation Accuracy:  0.960, Loss:  0.016
Epoch  29 Batch   49/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  29 Batch   50/269 - Train Accuracy:  0.955, Validation Accuracy:  0.962, Loss:  0.019
Epoch  29 Batch   51/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  29 Batch   52/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.011
Epoch  29 Batch   53/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.015
Epoch  29 Batch   54/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.013
Epoch  29 Batch   55/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.014
Epoch  29 Batch   56/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  29 Batch   57/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.018
Epoch  29 Batch   58/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  29 Batch   59/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.010
Epoch  29 Batch   60/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  29 Batch   61/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.015
Epoch  29 Batch   62/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.017
Epoch  29 Batch   63/269 - Train Accuracy:  0.956, Validation Accuracy:  0.961, Loss:  0.018
Epoch  29 Batch   64/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  29 Batch   65/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.013
Epoch  29 Batch   66/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.017
Epoch  29 Batch   67/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.018
Epoch  29 Batch   68/269 - Train Accuracy:  0.963, Validation Accuracy:  0.947, Loss:  0.016
Epoch  29 Batch   69/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.019
Epoch  29 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.014
Epoch  29 Batch   71/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.019
Epoch  29 Batch   72/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.018
Epoch  29 Batch   73/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.017
Epoch  29 Batch   74/269 - Train Accuracy:  0.967, Validation Accuracy:  0.946, Loss:  0.014
Epoch  29 Batch   75/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.019
Epoch  29 Batch   76/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.013
Epoch  29 Batch   77/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.015
Epoch  29 Batch   78/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.013
Epoch  29 Batch   79/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.017
Epoch  29 Batch   80/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.013
Epoch  29 Batch   81/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.016
Epoch  29 Batch   82/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.012
Epoch  29 Batch   83/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.021
Epoch  29 Batch   84/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.014
Epoch  29 Batch   85/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.014
Epoch  29 Batch   86/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.012
Epoch  29 Batch   87/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.013
Epoch  29 Batch   88/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.014
Epoch  29 Batch   89/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.013
Epoch  29 Batch   90/269 - Train Accuracy:  0.955, Validation Accuracy:  0.962, Loss:  0.016
Epoch  29 Batch   91/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  29 Batch   92/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  29 Batch   93/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  29 Batch   94/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.017
Epoch  29 Batch   95/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.014
Epoch  29 Batch   96/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.016
Epoch  29 Batch   97/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.016
Epoch  29 Batch   98/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.016
Epoch  29 Batch   99/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.015
Epoch  29 Batch  100/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.016
Epoch  29 Batch  101/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.019
Epoch  29 Batch  102/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.014
Epoch  29 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.017
Epoch  29 Batch  104/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.014
Epoch  29 Batch  105/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.014
Epoch  29 Batch  106/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.014
Epoch  29 Batch  107/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  29 Batch  108/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  29 Batch  109/269 - Train Accuracy:  0.955, Validation Accuracy:  0.962, Loss:  0.018
Epoch  29 Batch  110/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.014
Epoch  29 Batch  111/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.018
Epoch  29 Batch  112/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.018
Epoch  29 Batch  113/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.016
Epoch  29 Batch  114/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.016
Epoch  29 Batch  115/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.017
Epoch  29 Batch  116/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.017
Epoch  29 Batch  117/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.017
Epoch  29 Batch  118/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch  119/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.020
Epoch  29 Batch  120/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.018
Epoch  29 Batch  121/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.014
Epoch  29 Batch  122/269 - Train Accuracy:  0.950, Validation Accuracy:  0.959, Loss:  0.020
Epoch  29 Batch  123/269 - Train Accuracy:  0.947, Validation Accuracy:  0.956, Loss:  0.018
Epoch  29 Batch  124/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.017
Epoch  29 Batch  125/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.014
Epoch  29 Batch  126/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.015
Epoch  29 Batch  127/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.017
Epoch  29 Batch  128/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.015
Epoch  29 Batch  129/269 - Train Accuracy:  0.949, Validation Accuracy:  0.949, Loss:  0.017
Epoch  29 Batch  130/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.017
Epoch  29 Batch  131/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.019
Epoch  29 Batch  132/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.017
Epoch  29 Batch  133/269 - Train Accuracy:  0.958, Validation Accuracy:  0.946, Loss:  0.015
Epoch  29 Batch  134/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.017
Epoch  29 Batch  135/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.014
Epoch  29 Batch  136/269 - Train Accuracy:  0.948, Validation Accuracy:  0.956, Loss:  0.017
Epoch  29 Batch  137/269 - Train Accuracy:  0.947, Validation Accuracy:  0.954, Loss:  0.021
Epoch  29 Batch  138/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.012
Epoch  29 Batch  139/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.015
Epoch  29 Batch  140/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.017
Epoch  29 Batch  141/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.015
Epoch  29 Batch  142/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.016
Epoch  29 Batch  143/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.013
Epoch  29 Batch  144/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  29 Batch  145/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.014
Epoch  29 Batch  146/269 - Train Accuracy:  0.954, Validation Accuracy:  0.964, Loss:  0.014
Epoch  29 Batch  147/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.018
Epoch  29 Batch  148/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.014
Epoch  29 Batch  149/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.017
Epoch  29 Batch  150/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.018
Epoch  29 Batch  151/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.016
Epoch  29 Batch  152/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.015
Epoch  29 Batch  153/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.013
Epoch  29 Batch  154/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.015
Epoch  29 Batch  155/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.015
Epoch  29 Batch  156/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.017
Epoch  29 Batch  157/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  29 Batch  158/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.014
Epoch  29 Batch  159/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.016
Epoch  29 Batch  160/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  29 Batch  161/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  29 Batch  162/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  29 Batch  163/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.015
Epoch  29 Batch  164/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.013
Epoch  29 Batch  165/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.015
Epoch  29 Batch  166/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.014
Epoch  29 Batch  167/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.016
Epoch  29 Batch  168/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.015
Epoch  29 Batch  169/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.014
Epoch  29 Batch  170/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.016
Epoch  29 Batch  171/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  29 Batch  172/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.016
Epoch  29 Batch  173/269 - Train Accuracy:  0.954, Validation Accuracy:  0.948, Loss:  0.014
Epoch  29 Batch  174/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.016
Epoch  29 Batch  175/269 - Train Accuracy:  0.958, Validation Accuracy:  0.963, Loss:  0.023
Epoch  29 Batch  176/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.016
Epoch  29 Batch  177/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.016
Epoch  29 Batch  178/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  29 Batch  179/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.015
Epoch  29 Batch  180/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.014
Epoch  29 Batch  181/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.016
Epoch  29 Batch  182/269 - Train Accuracy:  0.960, Validation Accuracy:  0.965, Loss:  0.015
Epoch  29 Batch  183/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  29 Batch  184/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.013
Epoch  29 Batch  185/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.014
Epoch  29 Batch  186/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.011
Epoch  29 Batch  187/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.013
Epoch  29 Batch  188/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.012
Epoch  29 Batch  189/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.014
Epoch  29 Batch  190/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.016
Epoch  29 Batch  191/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  29 Batch  192/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.013
Epoch  29 Batch  193/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.013
Epoch  29 Batch  194/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.014
Epoch  29 Batch  195/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.012
Epoch  29 Batch  196/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.015
Epoch  29 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.013
Epoch  29 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.013
Epoch  29 Batch  199/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.016
Epoch  29 Batch  200/269 - Train Accuracy:  0.976, Validation Accuracy:  0.953, Loss:  0.013
Epoch  29 Batch  201/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.014
Epoch  29 Batch  202/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.015
Epoch  29 Batch  203/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.016
Epoch  29 Batch  204/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.013
Epoch  29 Batch  205/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  29 Batch  206/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.018
Epoch  29 Batch  207/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.013
Epoch  29 Batch  208/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.015
Epoch  29 Batch  209/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.015
Epoch  29 Batch  210/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  29 Batch  211/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.015
Epoch  29 Batch  212/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.019
Epoch  29 Batch  213/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.014
Epoch  29 Batch  214/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.015
Epoch  29 Batch  215/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.015
Epoch  29 Batch  216/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.023
Epoch  29 Batch  217/269 - Train Accuracy:  0.952, Validation Accuracy:  0.958, Loss:  0.016
Epoch  29 Batch  218/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.012
Epoch  29 Batch  219/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.014
Epoch  29 Batch  220/269 - Train Accuracy:  0.951, Validation Accuracy:  0.957, Loss:  0.016
Epoch  29 Batch  221/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.014
Epoch  29 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.013
Epoch  29 Batch  223/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.011
Epoch  29 Batch  224/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.020
Epoch  29 Batch  225/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.013
Epoch  29 Batch  226/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.015
Epoch  29 Batch  227/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.022
Epoch  29 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.013
Epoch  29 Batch  229/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  29 Batch  230/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.013
Epoch  29 Batch  231/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.014
Epoch  29 Batch  232/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.016
Epoch  29 Batch  233/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.017
Epoch  29 Batch  234/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.013
Epoch  29 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.010
Epoch  29 Batch  236/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  29 Batch  237/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.012
Epoch  29 Batch  238/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  29 Batch  239/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.013
Epoch  29 Batch  240/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.014
Epoch  29 Batch  241/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.017
Epoch  29 Batch  242/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.013
Epoch  29 Batch  243/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  29 Batch  244/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.015
Epoch  29 Batch  245/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.014
Epoch  29 Batch  246/269 - Train Accuracy:  0.953, Validation Accuracy:  0.959, Loss:  0.014
Epoch  29 Batch  247/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.014
Epoch  29 Batch  248/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.011
Epoch  29 Batch  249/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.013
Epoch  29 Batch  250/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  29 Batch  251/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  29 Batch  252/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.010
Epoch  29 Batch  253/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.014
Epoch  29 Batch  254/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  29 Batch  255/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.018
Epoch  29 Batch  256/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.013
Epoch  29 Batch  257/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.015
Epoch  29 Batch  258/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.015
Epoch  29 Batch  259/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  29 Batch  260/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.014
Epoch  29 Batch  261/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  29 Batch  262/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.016
Epoch  29 Batch  263/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.014
Epoch  29 Batch  264/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.014
Epoch  29 Batch  265/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.014
Epoch  29 Batch  266/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.012
Epoch  29 Batch  267/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.016
Epoch  30 Batch    0/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.015
Epoch  30 Batch    1/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.014
Epoch  30 Batch    2/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.013
Epoch  30 Batch    3/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.012
Epoch  30 Batch    4/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.016
Epoch  30 Batch    5/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.015
Epoch  30 Batch    6/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.011
Epoch  30 Batch    7/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.014
Epoch  30 Batch    8/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.017
Epoch  30 Batch    9/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.015
Epoch  30 Batch   10/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.013
Epoch  30 Batch   11/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.016
Epoch  30 Batch   12/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.018
Epoch  30 Batch   13/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  30 Batch   14/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.014
Epoch  30 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.011
Epoch  30 Batch   16/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.018
Epoch  30 Batch   17/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.012
Epoch  30 Batch   18/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.015
Epoch  30 Batch   19/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.012
Epoch  30 Batch   20/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.014
Epoch  30 Batch   21/269 - Train Accuracy:  0.954, Validation Accuracy:  0.960, Loss:  0.016
Epoch  30 Batch   22/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.012
Epoch  30 Batch   23/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.016
Epoch  30 Batch   24/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  30 Batch   25/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.014
Epoch  30 Batch   26/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.015
Epoch  30 Batch   27/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.013
Epoch  30 Batch   28/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.014
Epoch  30 Batch   29/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.013
Epoch  30 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.016
Epoch  30 Batch   31/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.013
Epoch  30 Batch   32/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.011
Epoch  30 Batch   33/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  30 Batch   34/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.012
Epoch  30 Batch   35/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.021
Epoch  30 Batch   36/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.014
Epoch  30 Batch   37/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.015
Epoch  30 Batch   38/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.013
Epoch  30 Batch   39/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  30 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.016
Epoch  30 Batch   41/269 - Train Accuracy:  0.956, Validation Accuracy:  0.963, Loss:  0.015
Epoch  30 Batch   42/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  30 Batch   43/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  30 Batch   44/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.014
Epoch  30 Batch   45/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.016
Epoch  30 Batch   46/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.011
Epoch  30 Batch   47/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  30 Batch   48/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.015
Epoch  30 Batch   49/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  30 Batch   50/269 - Train Accuracy:  0.956, Validation Accuracy:  0.962, Loss:  0.018
Epoch  30 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  30 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  30 Batch   53/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.014
Epoch  30 Batch   54/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  30 Batch   55/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.013
Epoch  30 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  30 Batch   57/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.017
Epoch  30 Batch   58/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.015
Epoch  30 Batch   59/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  30 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.014
Epoch  30 Batch   61/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.014
Epoch  30 Batch   62/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.015
Epoch  30 Batch   63/269 - Train Accuracy:  0.962, Validation Accuracy:  0.969, Loss:  0.017
Epoch  30 Batch   64/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.012
Epoch  30 Batch   65/269 - Train Accuracy:  0.959, Validation Accuracy:  0.967, Loss:  0.011
Epoch  30 Batch   66/269 - Train Accuracy:  0.961, Validation Accuracy:  0.966, Loss:  0.016
Epoch  30 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.017
Epoch  30 Batch   68/269 - Train Accuracy:  0.966, Validation Accuracy:  0.952, Loss:  0.014
Epoch  30 Batch   69/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.018
Epoch  30 Batch   70/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.013
Epoch  30 Batch   71/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.020
Epoch  30 Batch   72/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.015
Epoch  30 Batch   73/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.017
Epoch  30 Batch   74/269 - Train Accuracy:  0.968, Validation Accuracy:  0.943, Loss:  0.014
Epoch  30 Batch   75/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.017
Epoch  30 Batch   76/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.013
Epoch  30 Batch   77/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.015
Epoch  30 Batch   78/269 - Train Accuracy:  0.970, Validation Accuracy:  0.948, Loss:  0.013
Epoch  30 Batch   79/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.018
Epoch  30 Batch   80/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.013
Epoch  30 Batch   81/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.015
Epoch  30 Batch   82/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.011
Epoch  30 Batch   83/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.022
Epoch  30 Batch   84/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.013
Epoch  30 Batch   85/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.014
Epoch  30 Batch   86/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.012
Epoch  30 Batch   87/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.012
Epoch  30 Batch   88/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.015
Epoch  30 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.013
Epoch  30 Batch   90/269 - Train Accuracy:  0.956, Validation Accuracy:  0.962, Loss:  0.014
Epoch  30 Batch   91/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  30 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  30 Batch   93/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  30 Batch   94/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.016
Epoch  30 Batch   95/269 - Train Accuracy:  0.960, Validation Accuracy:  0.965, Loss:  0.014
Epoch  30 Batch   96/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.015
Epoch  30 Batch   97/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.015
Epoch  30 Batch   98/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.015
Epoch  30 Batch   99/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.014
Epoch  30 Batch  100/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.016
Epoch  30 Batch  101/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.019
Epoch  30 Batch  102/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.012
Epoch  30 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.015
Epoch  30 Batch  104/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  30 Batch  105/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.013
Epoch  30 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  30 Batch  107/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.016
Epoch  30 Batch  108/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.012
Epoch  30 Batch  109/269 - Train Accuracy:  0.959, Validation Accuracy:  0.964, Loss:  0.020
Epoch  30 Batch  110/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.013
Epoch  30 Batch  111/269 - Train Accuracy:  0.925, Validation Accuracy:  0.921, Loss:  0.027
Epoch  30 Batch  112/269 - Train Accuracy:  0.890, Validation Accuracy:  0.890, Loss:  0.158
Epoch  30 Batch  113/269 - Train Accuracy:  0.766, Validation Accuracy:  0.768, Loss:  0.202
Epoch  30 Batch  114/269 - Train Accuracy:  0.719, Validation Accuracy:  0.725, Loss:  1.234
Epoch  30 Batch  115/269 - Train Accuracy:  0.712, Validation Accuracy:  0.720, Loss:  0.799
Epoch  30 Batch  116/269 - Train Accuracy:  0.695, Validation Accuracy:  0.687, Loss:  0.749
Epoch  30 Batch  117/269 - Train Accuracy:  0.695, Validation Accuracy:  0.691, Loss:  0.712
Epoch  30 Batch  118/269 - Train Accuracy:  0.662, Validation Accuracy:  0.659, Loss:  0.560
Epoch  30 Batch  119/269 - Train Accuracy:  0.698, Validation Accuracy:  0.701, Loss:  0.541
Epoch  30 Batch  120/269 - Train Accuracy:  0.703, Validation Accuracy:  0.732, Loss:  0.431
Epoch  30 Batch  121/269 - Train Accuracy:  0.717, Validation Accuracy:  0.723, Loss:  0.320
Epoch  30 Batch  122/269 - Train Accuracy:  0.752, Validation Accuracy:  0.744, Loss:  0.333
Epoch  30 Batch  123/269 - Train Accuracy:  0.775, Validation Accuracy:  0.765, Loss:  0.273
Epoch  30 Batch  124/269 - Train Accuracy:  0.804, Validation Accuracy:  0.797, Loss:  0.238
Epoch  30 Batch  125/269 - Train Accuracy:  0.811, Validation Accuracy:  0.816, Loss:  0.187
Epoch  30 Batch  126/269 - Train Accuracy:  0.805, Validation Accuracy:  0.813, Loss:  0.181
Epoch  30 Batch  127/269 - Train Accuracy:  0.802, Validation Accuracy:  0.816, Loss:  0.200
Epoch  30 Batch  128/269 - Train Accuracy:  0.835, Validation Accuracy:  0.834, Loss:  0.155
Epoch  30 Batch  129/269 - Train Accuracy:  0.840, Validation Accuracy:  0.847, Loss:  0.140
Epoch  30 Batch  130/269 - Train Accuracy:  0.854, Validation Accuracy:  0.858, Loss:  0.140
Epoch  30 Batch  131/269 - Train Accuracy:  0.851, Validation Accuracy:  0.867, Loss:  0.122
Epoch  30 Batch  132/269 - Train Accuracy:  0.869, Validation Accuracy:  0.863, Loss:  0.112
Epoch  30 Batch  133/269 - Train Accuracy:  0.894, Validation Accuracy:  0.868, Loss:  0.097
Epoch  30 Batch  134/269 - Train Accuracy:  0.874, Validation Accuracy:  0.873, Loss:  0.094
Epoch  30 Batch  135/269 - Train Accuracy:  0.869, Validation Accuracy:  0.873, Loss:  0.097
Epoch  30 Batch  136/269 - Train Accuracy:  0.875, Validation Accuracy:  0.875, Loss:  0.095
Epoch  30 Batch  137/269 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.083
Epoch  30 Batch  138/269 - Train Accuracy:  0.918, Validation Accuracy:  0.894, Loss:  0.066
Epoch  30 Batch  139/269 - Train Accuracy:  0.898, Validation Accuracy:  0.888, Loss:  0.068
Epoch  30 Batch  140/269 - Train Accuracy:  0.909, Validation Accuracy:  0.893, Loss:  0.071
Epoch  30 Batch  141/269 - Train Accuracy:  0.921, Validation Accuracy:  0.893, Loss:  0.061
Epoch  30 Batch  142/269 - Train Accuracy:  0.916, Validation Accuracy:  0.901, Loss:  0.061
Epoch  30 Batch  143/269 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.055
Epoch  30 Batch  144/269 - Train Accuracy:  0.928, Validation Accuracy:  0.909, Loss:  0.047
Epoch  30 Batch  145/269 - Train Accuracy:  0.934, Validation Accuracy:  0.905, Loss:  0.047
Epoch  30 Batch  146/269 - Train Accuracy:  0.924, Validation Accuracy:  0.906, Loss:  0.045
Epoch  30 Batch  147/269 - Train Accuracy:  0.931, Validation Accuracy:  0.907, Loss:  0.052
Epoch  30 Batch  148/269 - Train Accuracy:  0.935, Validation Accuracy:  0.912, Loss:  0.047
Epoch  30 Batch  149/269 - Train Accuracy:  0.932, Validation Accuracy:  0.911, Loss:  0.046
Epoch  30 Batch  150/269 - Train Accuracy:  0.936, Validation Accuracy:  0.910, Loss:  0.040
Epoch  30 Batch  151/269 - Train Accuracy:  0.936, Validation Accuracy:  0.913, Loss:  0.040
Epoch  30 Batch  152/269 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.038
Epoch  30 Batch  153/269 - Train Accuracy:  0.946, Validation Accuracy:  0.926, Loss:  0.035
Epoch  30 Batch  154/269 - Train Accuracy:  0.937, Validation Accuracy:  0.925, Loss:  0.037
Epoch  30 Batch  155/269 - Train Accuracy:  0.940, Validation Accuracy:  0.931, Loss:  0.032
Epoch  30 Batch  156/269 - Train Accuracy:  0.944, Validation Accuracy:  0.932, Loss:  0.036
Epoch  30 Batch  157/269 - Train Accuracy:  0.945, Validation Accuracy:  0.933, Loss:  0.029
Epoch  30 Batch  158/269 - Train Accuracy:  0.932, Validation Accuracy:  0.931, Loss:  0.030
Epoch  30 Batch  159/269 - Train Accuracy:  0.943, Validation Accuracy:  0.935, Loss:  0.029
Epoch  30 Batch  160/269 - Train Accuracy:  0.950, Validation Accuracy:  0.936, Loss:  0.031
Epoch  30 Batch  161/269 - Train Accuracy:  0.947, Validation Accuracy:  0.937, Loss:  0.026
Epoch  30 Batch  162/269 - Train Accuracy:  0.954, Validation Accuracy:  0.938, Loss:  0.025
Epoch  30 Batch  163/269 - Train Accuracy:  0.951, Validation Accuracy:  0.938, Loss:  0.029
Epoch  30 Batch  164/269 - Train Accuracy:  0.955, Validation Accuracy:  0.940, Loss:  0.026
Epoch  30 Batch  165/269 - Train Accuracy:  0.951, Validation Accuracy:  0.937, Loss:  0.028
Epoch  30 Batch  166/269 - Train Accuracy:  0.951, Validation Accuracy:  0.939, Loss:  0.023
Epoch  30 Batch  167/269 - Train Accuracy:  0.949, Validation Accuracy:  0.938, Loss:  0.026
Epoch  30 Batch  168/269 - Train Accuracy:  0.953, Validation Accuracy:  0.936, Loss:  0.026
Epoch  30 Batch  169/269 - Train Accuracy:  0.949, Validation Accuracy:  0.938, Loss:  0.023
Epoch  30 Batch  170/269 - Train Accuracy:  0.947, Validation Accuracy:  0.941, Loss:  0.026
Epoch  30 Batch  171/269 - Train Accuracy:  0.961, Validation Accuracy:  0.942, Loss:  0.022
Epoch  30 Batch  172/269 - Train Accuracy:  0.955, Validation Accuracy:  0.944, Loss:  0.027
Epoch  30 Batch  173/269 - Train Accuracy:  0.948, Validation Accuracy:  0.942, Loss:  0.022
Epoch  30 Batch  174/269 - Train Accuracy:  0.956, Validation Accuracy:  0.945, Loss:  0.024
Epoch  30 Batch  175/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.030
Epoch  30 Batch  176/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.024
Epoch  30 Batch  177/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.023
Epoch  30 Batch  178/269 - Train Accuracy:  0.957, Validation Accuracy:  0.947, Loss:  0.021
Epoch  30 Batch  179/269 - Train Accuracy:  0.951, Validation Accuracy:  0.949, Loss:  0.022
Epoch  30 Batch  180/269 - Train Accuracy:  0.966, Validation Accuracy:  0.948, Loss:  0.020
Epoch  30 Batch  181/269 - Train Accuracy:  0.950, Validation Accuracy:  0.946, Loss:  0.024
Epoch  30 Batch  182/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.022
Epoch  30 Batch  183/269 - Train Accuracy:  0.957, Validation Accuracy:  0.947, Loss:  0.018
Epoch  30 Batch  184/269 - Train Accuracy:  0.945, Validation Accuracy:  0.947, Loss:  0.021
Epoch  30 Batch  185/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.020
Epoch  30 Batch  186/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.020
Epoch  30 Batch  187/269 - Train Accuracy:  0.950, Validation Accuracy:  0.949, Loss:  0.021
Epoch  30 Batch  188/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.018
Epoch  30 Batch  189/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.019
Epoch  30 Batch  190/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.021
Epoch  30 Batch  191/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.019
Epoch  30 Batch  192/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.020
Epoch  30 Batch  193/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.019
Epoch  30 Batch  194/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.020
Epoch  30 Batch  195/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.018
Epoch  30 Batch  196/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.020
Epoch  30 Batch  197/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.019
Epoch  30 Batch  198/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.020
Epoch  30 Batch  199/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.020
Epoch  30 Batch  200/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.018
Epoch  30 Batch  201/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.019
Epoch  30 Batch  202/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.020
Epoch  30 Batch  203/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.021
Epoch  30 Batch  204/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.017
Epoch  30 Batch  205/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.018
Epoch  30 Batch  206/269 - Train Accuracy:  0.948, Validation Accuracy:  0.953, Loss:  0.021
Epoch  30 Batch  207/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.018
Epoch  30 Batch  208/269 - Train Accuracy:  0.950, Validation Accuracy:  0.947, Loss:  0.020
Epoch  30 Batch  209/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.018
Epoch  30 Batch  210/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.016
Epoch  30 Batch  211/269 - Train Accuracy:  0.963, Validation Accuracy:  0.949, Loss:  0.020
Epoch  30 Batch  212/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.023
Epoch  30 Batch  213/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.017
Epoch  30 Batch  214/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.019
Epoch  30 Batch  215/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.020
Epoch  30 Batch  216/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.028
Epoch  30 Batch  217/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.021
Epoch  30 Batch  218/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.015
Epoch  30 Batch  219/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.018
Epoch  30 Batch  220/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.020
Epoch  30 Batch  221/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.017
Epoch  30 Batch  222/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.015
Epoch  30 Batch  223/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.015
Epoch  30 Batch  224/269 - Train Accuracy:  0.953, Validation Accuracy:  0.950, Loss:  0.022
Epoch  30 Batch  225/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.016
Epoch  30 Batch  226/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.019
Epoch  30 Batch  227/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.025
Epoch  30 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.014
Epoch  30 Batch  229/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.016
Epoch  30 Batch  230/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.015
Epoch  30 Batch  231/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.017
Epoch  30 Batch  232/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.017
Epoch  30 Batch  233/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.019
Epoch  30 Batch  234/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.017
Epoch  30 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.956, Loss:  0.012
Epoch  30 Batch  236/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.015
Epoch  30 Batch  237/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.015
Epoch  30 Batch  238/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.017
Epoch  30 Batch  239/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.016
Epoch  30 Batch  240/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.016
Epoch  30 Batch  241/269 - Train Accuracy:  0.952, Validation Accuracy:  0.956, Loss:  0.019
Epoch  30 Batch  242/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.016
Epoch  30 Batch  243/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.015
Epoch  30 Batch  244/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.018
Epoch  30 Batch  245/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.016
Epoch  30 Batch  246/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.017
Epoch  30 Batch  247/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.016
Epoch  30 Batch  248/269 - Train Accuracy:  0.966, Validation Accuracy:  0.952, Loss:  0.015
Epoch  30 Batch  249/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.015
Epoch  30 Batch  250/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  30 Batch  251/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.014
Epoch  30 Batch  252/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.012
Epoch  30 Batch  253/269 - Train Accuracy:  0.954, Validation Accuracy:  0.956, Loss:  0.017
Epoch  30 Batch  254/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.016
Epoch  30 Batch  255/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.019
Epoch  30 Batch  256/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.017
Epoch  30 Batch  257/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.017
Epoch  30 Batch  258/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.017
Epoch  30 Batch  259/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.016
Epoch  30 Batch  260/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.017
Epoch  30 Batch  261/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  30 Batch  262/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch  263/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.016
Epoch  30 Batch  264/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.016
Epoch  30 Batch  265/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.017
Epoch  30 Batch  266/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.013
Epoch  30 Batch  267/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.017
Epoch  31 Batch    0/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.017
Epoch  31 Batch    1/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.016
Epoch  31 Batch    2/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch    3/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.013
Epoch  31 Batch    4/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.016
Epoch  31 Batch    5/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  31 Batch    6/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.014
Epoch  31 Batch    7/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.016
Epoch  31 Batch    8/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.018
Epoch  31 Batch    9/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.016
Epoch  31 Batch   10/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.013
Epoch  31 Batch   11/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.019
Epoch  31 Batch   12/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.018
Epoch  31 Batch   13/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.013
Epoch  31 Batch   14/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.015
Epoch  31 Batch   15/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.012
Epoch  31 Batch   16/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.020
Epoch  31 Batch   17/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.013
Epoch  31 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.015
Epoch  31 Batch   19/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  31 Batch   20/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.013
Epoch  31 Batch   21/269 - Train Accuracy:  0.946, Validation Accuracy:  0.955, Loss:  0.018
Epoch  31 Batch   22/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.014
Epoch  31 Batch   23/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.016
Epoch  31 Batch   24/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.014
Epoch  31 Batch   25/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.017
Epoch  31 Batch   26/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.014
Epoch  31 Batch   27/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.013
Epoch  31 Batch   28/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.015
Epoch  31 Batch   29/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.015
Epoch  31 Batch   30/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.016
Epoch  31 Batch   31/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.014
Epoch  31 Batch   32/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.013
Epoch  31 Batch   33/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  31 Batch   34/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.013
Epoch  31 Batch   35/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.021
Epoch  31 Batch   36/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.015
Epoch  31 Batch   37/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.017
Epoch  31 Batch   38/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.013
Epoch  31 Batch   39/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  31 Batch   40/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.017
Epoch  31 Batch   41/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.016
Epoch  31 Batch   42/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.012
Epoch  31 Batch   43/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch   44/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.016
Epoch  31 Batch   45/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.016
Epoch  31 Batch   46/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.011
Epoch  31 Batch   47/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.013
Epoch  31 Batch   48/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.016
Epoch  31 Batch   49/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.012
Epoch  31 Batch   50/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.019
Epoch  31 Batch   51/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.013
Epoch  31 Batch   52/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.012
Epoch  31 Batch   53/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.015
Epoch  31 Batch   54/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  31 Batch   55/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.013
Epoch  31 Batch   56/269 - Train Accuracy:  0.952, Validation Accuracy:  0.956, Loss:  0.014
Epoch  31 Batch   57/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.017
Epoch  31 Batch   58/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  31 Batch   59/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.010
Epoch  31 Batch   60/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.015
Epoch  31 Batch   61/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.014
Epoch  31 Batch   62/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.016
Epoch  31 Batch   63/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.018
Epoch  31 Batch   64/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  31 Batch   65/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.013
Epoch  31 Batch   66/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.016
Epoch  31 Batch   67/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.017
Epoch  31 Batch   68/269 - Train Accuracy:  0.957, Validation Accuracy:  0.961, Loss:  0.015
Epoch  31 Batch   69/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.019
Epoch  31 Batch   70/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.016
Epoch  31 Batch   71/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.018
Epoch  31 Batch   72/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.016
Epoch  31 Batch   73/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch   74/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.014
Epoch  31 Batch   75/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.017
Epoch  31 Batch   76/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.014
Epoch  31 Batch   77/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.015
Epoch  31 Batch   78/269 - Train Accuracy:  0.969, Validation Accuracy:  0.950, Loss:  0.014
Epoch  31 Batch   79/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch   80/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.013
Epoch  31 Batch   81/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.016
Epoch  31 Batch   82/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.011
Epoch  31 Batch   83/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.021
Epoch  31 Batch   84/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  31 Batch   85/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.012
Epoch  31 Batch   86/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.012
Epoch  31 Batch   87/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.015
Epoch  31 Batch   88/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.013
Epoch  31 Batch   89/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.013
Epoch  31 Batch   90/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.014
Epoch  31 Batch   91/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.014
Epoch  31 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  31 Batch   93/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.013
Epoch  31 Batch   94/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.017
Epoch  31 Batch   95/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  31 Batch   96/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.016
Epoch  31 Batch   97/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.016
Epoch  31 Batch   98/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.016
Epoch  31 Batch   99/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.013
Epoch  31 Batch  100/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.016
Epoch  31 Batch  101/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.019
Epoch  31 Batch  102/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.014
Epoch  31 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.015
Epoch  31 Batch  104/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.014
Epoch  31 Batch  105/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  31 Batch  106/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.012
Epoch  31 Batch  107/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  31 Batch  108/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  31 Batch  109/269 - Train Accuracy:  0.957, Validation Accuracy:  0.961, Loss:  0.015
Epoch  31 Batch  110/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.013
Epoch  31 Batch  111/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.016
Epoch  31 Batch  112/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.016
Epoch  31 Batch  113/269 - Train Accuracy:  0.955, Validation Accuracy:  0.961, Loss:  0.015
Epoch  31 Batch  114/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.015
Epoch  31 Batch  115/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.015
Epoch  31 Batch  116/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.013
Epoch  31 Batch  117/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.012
Epoch  31 Batch  118/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.015
Epoch  31 Batch  119/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.014
Epoch  31 Batch  120/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.014
Epoch  31 Batch  121/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.012
Epoch  31 Batch  122/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.014
Epoch  31 Batch  123/269 - Train Accuracy:  0.947, Validation Accuracy:  0.959, Loss:  0.018
Epoch  31 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.013
Epoch  31 Batch  125/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.013
Epoch  31 Batch  126/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.014
Epoch  31 Batch  127/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.015
Epoch  31 Batch  128/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  31 Batch  129/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.014
Epoch  31 Batch  130/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.016
Epoch  31 Batch  131/269 - Train Accuracy:  0.952, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch  132/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.015
Epoch  31 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.012
Epoch  31 Batch  134/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  31 Batch  135/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  31 Batch  136/269 - Train Accuracy:  0.949, Validation Accuracy:  0.958, Loss:  0.016
Epoch  31 Batch  137/269 - Train Accuracy:  0.953, Validation Accuracy:  0.958, Loss:  0.017
Epoch  31 Batch  138/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  31 Batch  139/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  31 Batch  140/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.016
Epoch  31 Batch  141/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.015
Epoch  31 Batch  142/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.014
Epoch  31 Batch  143/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  31 Batch  144/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.010
Epoch  31 Batch  145/269 - Train Accuracy:  0.970, Validation Accuracy:  0.951, Loss:  0.011
Epoch  31 Batch  146/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.013
Epoch  31 Batch  147/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.017
Epoch  31 Batch  148/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.014
Epoch  31 Batch  149/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.015
Epoch  31 Batch  150/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.017
Epoch  31 Batch  151/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.016
Epoch  31 Batch  152/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.014
Epoch  31 Batch  153/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.013
Epoch  31 Batch  154/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.014
Epoch  31 Batch  155/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.014
Epoch  31 Batch  156/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.015
Epoch  31 Batch  157/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.013
Epoch  31 Batch  158/269 - Train Accuracy:  0.957, Validation Accuracy:  0.961, Loss:  0.014
Epoch  31 Batch  159/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  31 Batch  160/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  31 Batch  161/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  31 Batch  162/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  31 Batch  163/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  31 Batch  164/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.011
Epoch  31 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  31 Batch  166/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  31 Batch  167/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  31 Batch  168/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.013
Epoch  31 Batch  169/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.011
Epoch  31 Batch  170/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.014
Epoch  31 Batch  171/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  31 Batch  172/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.015
Epoch  31 Batch  173/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.013
Epoch  31 Batch  174/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.014
Epoch  31 Batch  175/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.021
Epoch  31 Batch  176/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  31 Batch  177/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  31 Batch  178/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  31 Batch  179/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.014
Epoch  31 Batch  180/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  31 Batch  181/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.015
Epoch  31 Batch  182/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.013
Epoch  31 Batch  183/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.009
Epoch  31 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  31 Batch  185/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.013
Epoch  31 Batch  186/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  31 Batch  187/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.012
Epoch  31 Batch  188/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  31 Batch  189/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.013
Epoch  31 Batch  190/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.014
Epoch  31 Batch  191/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.013
Epoch  31 Batch  192/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.012
Epoch  31 Batch  193/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.013
Epoch  31 Batch  194/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.015
Epoch  31 Batch  195/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.011
Epoch  31 Batch  196/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.014
Epoch  31 Batch  197/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.012
Epoch  31 Batch  198/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.013
Epoch  31 Batch  199/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.013
Epoch  31 Batch  200/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.011
Epoch  31 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.013
Epoch  31 Batch  202/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.014
Epoch  31 Batch  203/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.016
Epoch  31 Batch  204/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.012
Epoch  31 Batch  205/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  31 Batch  206/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.015
Epoch  31 Batch  207/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.012
Epoch  31 Batch  208/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.013
Epoch  31 Batch  209/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.014
Epoch  31 Batch  210/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.011
Epoch  31 Batch  211/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.014
Epoch  31 Batch  212/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.017
Epoch  31 Batch  213/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.012
Epoch  31 Batch  214/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.013
Epoch  31 Batch  215/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.014
Epoch  31 Batch  216/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.021
Epoch  31 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.015
Epoch  31 Batch  218/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.011
Epoch  31 Batch  219/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.013
Epoch  31 Batch  220/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.015
Epoch  31 Batch  221/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.013
Epoch  31 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.011
Epoch  31 Batch  223/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.012
Epoch  31 Batch  224/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.017
Epoch  31 Batch  225/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.012
Epoch  31 Batch  226/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.015
Epoch  31 Batch  227/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.021
Epoch  31 Batch  228/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.011
Epoch  31 Batch  229/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.011
Epoch  31 Batch  230/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.012
Epoch  31 Batch  231/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.013
Epoch  31 Batch  232/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.013
Epoch  31 Batch  233/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.015
Epoch  31 Batch  234/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  31 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.009
Epoch  31 Batch  236/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.012
Epoch  31 Batch  237/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  31 Batch  238/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  31 Batch  239/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  31 Batch  240/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  31 Batch  241/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  31 Batch  242/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  31 Batch  243/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  31 Batch  244/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.014
Epoch  31 Batch  245/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.013
Epoch  31 Batch  246/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.013
Epoch  31 Batch  247/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.013
Epoch  31 Batch  248/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  31 Batch  249/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  31 Batch  250/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  31 Batch  251/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  31 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  31 Batch  253/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.013
Epoch  31 Batch  254/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.013
Epoch  31 Batch  255/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.015
Epoch  31 Batch  256/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.012
Epoch  31 Batch  257/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  31 Batch  258/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.013
Epoch  31 Batch  259/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  31 Batch  260/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.014
Epoch  31 Batch  261/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  31 Batch  262/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.013
Epoch  31 Batch  263/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.012
Epoch  31 Batch  264/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.013
Epoch  31 Batch  265/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.013
Epoch  31 Batch  266/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  31 Batch  267/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.014
Epoch  32 Batch    0/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.014
Epoch  32 Batch    1/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.012
Epoch  32 Batch    2/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.013
Epoch  32 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  32 Batch    4/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.013
Epoch  32 Batch    5/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.014
Epoch  32 Batch    6/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  32 Batch    7/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.013
Epoch  32 Batch    8/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.016
Epoch  32 Batch    9/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.013
Epoch  32 Batch   10/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  32 Batch   11/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.016
Epoch  32 Batch   12/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  32 Batch   13/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  32 Batch   14/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.012
Epoch  32 Batch   15/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  32 Batch   16/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.016
Epoch  32 Batch   17/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.010
Epoch  32 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  32 Batch   19/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  32 Batch   20/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  32 Batch   21/269 - Train Accuracy:  0.953, Validation Accuracy:  0.966, Loss:  0.014
Epoch  32 Batch   22/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.012
Epoch  32 Batch   23/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.013
Epoch  32 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  32 Batch   25/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.014
Epoch  32 Batch   26/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.012
Epoch  32 Batch   27/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  32 Batch   28/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  32 Batch   29/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  32 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  32 Batch   31/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.012
Epoch  32 Batch   32/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.010
Epoch  32 Batch   33/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  32 Batch   34/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.011
Epoch  32 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.018
Epoch  32 Batch   36/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.012
Epoch  32 Batch   37/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.014
Epoch  32 Batch   38/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.011
Epoch  32 Batch   39/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  32 Batch   40/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.014
Epoch  32 Batch   41/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.014
Epoch  32 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  32 Batch   43/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  32 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.013
Epoch  32 Batch   45/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.014
Epoch  32 Batch   46/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  32 Batch   47/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  32 Batch   48/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  32 Batch   49/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  32 Batch   50/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.017
Epoch  32 Batch   51/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.011
Epoch  32 Batch   52/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.010
Epoch  32 Batch   53/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.013
Epoch  32 Batch   54/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  32 Batch   55/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.012
Epoch  32 Batch   56/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.011
Epoch  32 Batch   57/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.015
Epoch  32 Batch   58/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  32 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  32 Batch   60/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.013
Epoch  32 Batch   61/269 - Train Accuracy:  0.959, Validation Accuracy:  0.963, Loss:  0.012
Epoch  32 Batch   62/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  32 Batch   63/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.015
Epoch  32 Batch   64/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  32 Batch   65/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.011
Epoch  32 Batch   66/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  32 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.015
Epoch  32 Batch   68/269 - Train Accuracy:  0.960, Validation Accuracy:  0.965, Loss:  0.013
Epoch  32 Batch   69/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.015
Epoch  32 Batch   70/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  32 Batch   71/269 - Train Accuracy:  0.960, Validation Accuracy:  0.965, Loss:  0.016
Epoch  32 Batch   72/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.014
Epoch  32 Batch   73/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.013
Epoch  32 Batch   74/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  32 Batch   75/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.015
Epoch  32 Batch   76/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.012
Epoch  32 Batch   77/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.013
Epoch  32 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.011
Epoch  32 Batch   79/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.013
Epoch  32 Batch   80/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.010
Epoch  32 Batch   81/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.013
Epoch  32 Batch   82/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  32 Batch   83/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.018
Epoch  32 Batch   84/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.011
Epoch  32 Batch   85/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.011
Epoch  32 Batch   86/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.010
Epoch  32 Batch   87/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  32 Batch   88/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  32 Batch   89/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  32 Batch   90/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.012
Epoch  32 Batch   91/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  32 Batch   92/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  32 Batch   93/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  32 Batch   94/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.014
Epoch  32 Batch   95/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  32 Batch   96/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.014
Epoch  32 Batch   97/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.014
Epoch  32 Batch   98/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.014
Epoch  32 Batch   99/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.011
Epoch  32 Batch  100/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.015
Epoch  32 Batch  101/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.017
Epoch  32 Batch  102/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  32 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.013
Epoch  32 Batch  104/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  32 Batch  105/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.013
Epoch  32 Batch  106/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  32 Batch  107/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.012
Epoch  32 Batch  108/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  32 Batch  109/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.013
Epoch  32 Batch  110/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.011
Epoch  32 Batch  111/269 - Train Accuracy:  0.955, Validation Accuracy:  0.962, Loss:  0.015
Epoch  32 Batch  112/269 - Train Accuracy:  0.959, Validation Accuracy:  0.964, Loss:  0.014
Epoch  32 Batch  113/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.014
Epoch  32 Batch  114/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.013
Epoch  32 Batch  115/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.014
Epoch  32 Batch  116/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.012
Epoch  32 Batch  117/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.011
Epoch  32 Batch  118/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.013
Epoch  32 Batch  119/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.012
Epoch  32 Batch  120/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.013
Epoch  32 Batch  121/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.011
Epoch  32 Batch  122/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.012
Epoch  32 Batch  123/269 - Train Accuracy:  0.948, Validation Accuracy:  0.961, Loss:  0.016
Epoch  32 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  32 Batch  125/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.011
Epoch  32 Batch  126/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.013
Epoch  32 Batch  127/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.013
Epoch  32 Batch  128/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  32 Batch  129/269 - Train Accuracy:  0.956, Validation Accuracy:  0.961, Loss:  0.013
Epoch  32 Batch  130/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.014
Epoch  32 Batch  131/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.015
Epoch  32 Batch  132/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.013
Epoch  32 Batch  133/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.011
Epoch  32 Batch  134/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.013
Epoch  32 Batch  135/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  32 Batch  136/269 - Train Accuracy:  0.953, Validation Accuracy:  0.959, Loss:  0.014
Epoch  32 Batch  137/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.016
Epoch  32 Batch  138/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  32 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  32 Batch  140/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.015
Epoch  32 Batch  141/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.013
Epoch  32 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.013
Epoch  32 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  32 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.010
Epoch  32 Batch  145/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.011
Epoch  32 Batch  146/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.012
Epoch  32 Batch  147/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.016
Epoch  32 Batch  148/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  32 Batch  149/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.014
Epoch  32 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.016
Epoch  32 Batch  151/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.014
Epoch  32 Batch  152/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  32 Batch  153/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  32 Batch  154/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  32 Batch  155/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.013
Epoch  32 Batch  156/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.013
Epoch  32 Batch  157/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  32 Batch  158/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.012
Epoch  32 Batch  159/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.012
Epoch  32 Batch  160/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  32 Batch  161/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.011
Epoch  32 Batch  162/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  32 Batch  163/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  32 Batch  164/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  32 Batch  165/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.011
Epoch  32 Batch  166/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  32 Batch  167/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  32 Batch  168/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  32 Batch  169/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  32 Batch  170/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.013
Epoch  32 Batch  171/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.011
Epoch  32 Batch  172/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.013
Epoch  32 Batch  173/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.012
Epoch  32 Batch  174/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.013
Epoch  32 Batch  175/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.019
Epoch  32 Batch  176/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  32 Batch  177/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  32 Batch  178/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.011
Epoch  32 Batch  179/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  32 Batch  180/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  32 Batch  181/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  32 Batch  182/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  32 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  32 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.012
Epoch  32 Batch  185/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  32 Batch  186/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.010
Epoch  32 Batch  187/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.012
Epoch  32 Batch  188/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  32 Batch  189/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  32 Batch  190/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  32 Batch  191/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.012
Epoch  32 Batch  192/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.011
Epoch  32 Batch  193/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.012
Epoch  32 Batch  194/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.013
Epoch  32 Batch  195/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  32 Batch  196/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.012
Epoch  32 Batch  197/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  32 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  32 Batch  199/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  32 Batch  200/269 - Train Accuracy:  0.977, Validation Accuracy:  0.953, Loss:  0.010
Epoch  32 Batch  201/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.012
Epoch  32 Batch  202/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  32 Batch  203/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.014
Epoch  32 Batch  204/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  32 Batch  205/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.011
Epoch  32 Batch  206/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.014
Epoch  32 Batch  207/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.011
Epoch  32 Batch  208/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.011
Epoch  32 Batch  209/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.013
Epoch  32 Batch  210/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  32 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.013
Epoch  32 Batch  212/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  32 Batch  213/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.012
Epoch  32 Batch  214/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  32 Batch  215/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.013
Epoch  32 Batch  216/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.019
Epoch  32 Batch  217/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  32 Batch  218/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  32 Batch  219/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  32 Batch  220/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.014
Epoch  32 Batch  221/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.012
Epoch  32 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.955, Loss:  0.009
Epoch  32 Batch  223/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.011
Epoch  32 Batch  224/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.016
Epoch  32 Batch  225/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.011
Epoch  32 Batch  226/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.013
Epoch  32 Batch  227/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.020
Epoch  32 Batch  228/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  32 Batch  229/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  32 Batch  230/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.011
Epoch  32 Batch  231/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  32 Batch  232/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  32 Batch  233/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.014
Epoch  32 Batch  234/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  32 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.958, Loss:  0.008
Epoch  32 Batch  236/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.010
Epoch  32 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  32 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  32 Batch  239/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  32 Batch  240/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.011
Epoch  32 Batch  241/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.013
Epoch  32 Batch  242/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  32 Batch  243/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  32 Batch  244/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.012
Epoch  32 Batch  245/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  32 Batch  246/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.013
Epoch  32 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  32 Batch  248/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  32 Batch  249/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  32 Batch  250/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  32 Batch  251/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  32 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  32 Batch  253/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.012
Epoch  32 Batch  254/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  32 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.014
Epoch  32 Batch  256/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.011
Epoch  32 Batch  257/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  32 Batch  258/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.012
Epoch  32 Batch  259/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  32 Batch  260/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  32 Batch  261/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  32 Batch  262/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.012
Epoch  32 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.011
Epoch  32 Batch  264/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.013
Epoch  32 Batch  265/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  32 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.009
Epoch  32 Batch  267/269 - Train Accuracy:  0.976, Validation Accuracy:  0.956, Loss:  0.012
Epoch  33 Batch    0/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.014
Epoch  33 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch    2/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch    3/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  33 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.011
Epoch  33 Batch    5/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  33 Batch    6/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.009
Epoch  33 Batch    7/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch    8/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.015
Epoch  33 Batch    9/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  33 Batch   10/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.010
Epoch  33 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.015
Epoch  33 Batch   12/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.014
Epoch  33 Batch   13/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.009
Epoch  33 Batch   14/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.011
Epoch  33 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  33 Batch   16/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.016
Epoch  33 Batch   17/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.009
Epoch  33 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.013
Epoch  33 Batch   19/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  33 Batch   20/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  33 Batch   21/269 - Train Accuracy:  0.957, Validation Accuracy:  0.965, Loss:  0.013
Epoch  33 Batch   22/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  33 Batch   23/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.012
Epoch  33 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  33 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  33 Batch   26/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  33 Batch   27/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.011
Epoch  33 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  33 Batch   29/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  33 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.013
Epoch  33 Batch   31/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.011
Epoch  33 Batch   32/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.009
Epoch  33 Batch   33/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  33 Batch   34/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  33 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.016
Epoch  33 Batch   36/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  33 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.013
Epoch  33 Batch   38/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.010
Epoch  33 Batch   39/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  33 Batch   40/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  33 Batch   41/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.013
Epoch  33 Batch   42/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  33 Batch   43/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  33 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch   45/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  33 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  33 Batch   47/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  33 Batch   48/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.013
Epoch  33 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  33 Batch   50/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.015
Epoch  33 Batch   51/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.010
Epoch  33 Batch   52/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.009
Epoch  33 Batch   53/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  33 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  33 Batch   55/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.011
Epoch  33 Batch   56/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.010
Epoch  33 Batch   57/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  33 Batch   58/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  33 Batch   59/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  33 Batch   60/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.012
Epoch  33 Batch   61/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  33 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  33 Batch   63/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.014
Epoch  33 Batch   64/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  33 Batch   65/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  33 Batch   66/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  33 Batch   67/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.014
Epoch  33 Batch   68/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.012
Epoch  33 Batch   69/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.015
Epoch  33 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.012
Epoch  33 Batch   71/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.016
Epoch  33 Batch   72/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  33 Batch   73/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  33 Batch   75/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.014
Epoch  33 Batch   76/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  33 Batch   77/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  33 Batch   79/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch   80/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.010
Epoch  33 Batch   81/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch   82/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  33 Batch   83/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.017
Epoch  33 Batch   84/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  33 Batch   85/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  33 Batch   86/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  33 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  33 Batch   88/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  33 Batch   89/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  33 Batch   90/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.011
Epoch  33 Batch   91/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  33 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.009
Epoch  33 Batch   93/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  33 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.013
Epoch  33 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  33 Batch   96/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.013
Epoch  33 Batch   97/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.013
Epoch  33 Batch   98/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  33 Batch   99/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  33 Batch  100/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.014
Epoch  33 Batch  101/269 - Train Accuracy:  0.963, Validation Accuracy:  0.968, Loss:  0.016
Epoch  33 Batch  102/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.011
Epoch  33 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  33 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  33 Batch  105/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  33 Batch  106/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  33 Batch  107/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  33 Batch  108/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  33 Batch  109/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  33 Batch  110/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  33 Batch  111/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.014
Epoch  33 Batch  112/269 - Train Accuracy:  0.960, Validation Accuracy:  0.966, Loss:  0.013
Epoch  33 Batch  113/269 - Train Accuracy:  0.959, Validation Accuracy:  0.964, Loss:  0.013
Epoch  33 Batch  114/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.012
Epoch  33 Batch  115/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.013
Epoch  33 Batch  116/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.011
Epoch  33 Batch  117/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.011
Epoch  33 Batch  118/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.013
Epoch  33 Batch  119/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  120/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  33 Batch  121/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.010
Epoch  33 Batch  122/269 - Train Accuracy:  0.954, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch  123/269 - Train Accuracy:  0.950, Validation Accuracy:  0.963, Loss:  0.016
Epoch  33 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  33 Batch  125/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.011
Epoch  33 Batch  126/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.012
Epoch  33 Batch  127/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  128/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  33 Batch  129/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.012
Epoch  33 Batch  130/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.014
Epoch  33 Batch  131/269 - Train Accuracy:  0.954, Validation Accuracy:  0.958, Loss:  0.014
Epoch  33 Batch  132/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.012
Epoch  33 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.011
Epoch  33 Batch  134/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  135/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.009
Epoch  33 Batch  136/269 - Train Accuracy:  0.954, Validation Accuracy:  0.956, Loss:  0.013
Epoch  33 Batch  137/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.015
Epoch  33 Batch  138/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  33 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  33 Batch  140/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  33 Batch  141/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.012
Epoch  33 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  33 Batch  143/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  33 Batch  144/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  33 Batch  145/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  33 Batch  146/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.011
Epoch  33 Batch  147/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.015
Epoch  33 Batch  148/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  33 Batch  149/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.013
Epoch  33 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.014
Epoch  33 Batch  151/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.013
Epoch  33 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  33 Batch  153/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  33 Batch  154/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  33 Batch  155/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  33 Batch  156/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  33 Batch  157/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  33 Batch  158/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.012
Epoch  33 Batch  159/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.011
Epoch  33 Batch  160/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  33 Batch  161/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  33 Batch  162/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  33 Batch  163/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  33 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  33 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  33 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  33 Batch  167/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.011
Epoch  33 Batch  168/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  33 Batch  169/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  33 Batch  170/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  33 Batch  171/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  33 Batch  172/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  33 Batch  173/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.011
Epoch  33 Batch  174/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.012
Epoch  33 Batch  175/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.018
Epoch  33 Batch  176/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.011
Epoch  33 Batch  177/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.011
Epoch  33 Batch  178/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  33 Batch  179/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  33 Batch  180/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  33 Batch  181/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.013
Epoch  33 Batch  182/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  33 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  33 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  33 Batch  185/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  33 Batch  186/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.010
Epoch  33 Batch  187/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.010
Epoch  33 Batch  188/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  33 Batch  189/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  33 Batch  190/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  33 Batch  191/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.011
Epoch  33 Batch  192/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.010
Epoch  33 Batch  193/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.012
Epoch  33 Batch  194/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  195/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  33 Batch  196/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.011
Epoch  33 Batch  197/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  33 Batch  198/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.011
Epoch  33 Batch  199/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.012
Epoch  33 Batch  200/269 - Train Accuracy:  0.979, Validation Accuracy:  0.953, Loss:  0.010
Epoch  33 Batch  201/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch  202/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  203/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  33 Batch  204/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.010
Epoch  33 Batch  205/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.011
Epoch  33 Batch  206/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.013
Epoch  33 Batch  207/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  33 Batch  208/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.011
Epoch  33 Batch  209/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.013
Epoch  33 Batch  210/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  33 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.012
Epoch  33 Batch  212/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.016
Epoch  33 Batch  213/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.011
Epoch  33 Batch  214/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.011
Epoch  33 Batch  215/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.012
Epoch  33 Batch  216/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.019
Epoch  33 Batch  217/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  218/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.009
Epoch  33 Batch  219/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  33 Batch  220/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.013
Epoch  33 Batch  221/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.012
Epoch  33 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.009
Epoch  33 Batch  223/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.010
Epoch  33 Batch  224/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.015
Epoch  33 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.010
Epoch  33 Batch  226/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch  227/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.019
Epoch  33 Batch  228/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  33 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  33 Batch  230/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.010
Epoch  33 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  33 Batch  232/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  33 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.013
Epoch  33 Batch  234/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  33 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.008
Epoch  33 Batch  236/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  33 Batch  237/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.010
Epoch  33 Batch  238/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  33 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  33 Batch  240/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  33 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.012
Epoch  33 Batch  242/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.011
Epoch  33 Batch  243/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  33 Batch  244/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.012
Epoch  33 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  33 Batch  246/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch  247/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  33 Batch  248/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  33 Batch  249/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.010
Epoch  33 Batch  250/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  33 Batch  251/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  33 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  33 Batch  253/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.011
Epoch  33 Batch  254/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  255/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  33 Batch  256/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.011
Epoch  33 Batch  257/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  33 Batch  258/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.012
Epoch  33 Batch  259/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  260/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  33 Batch  261/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  33 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.011
Epoch  33 Batch  263/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.011
Epoch  33 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  33 Batch  265/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  33 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  33 Batch  267/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.012
Epoch  34 Batch    0/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.013
Epoch  34 Batch    1/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  34 Batch    2/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch    3/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  34 Batch    4/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  34 Batch    5/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  34 Batch    6/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  34 Batch    7/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.012
Epoch  34 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.013
Epoch  34 Batch    9/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  34 Batch   10/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.009
Epoch  34 Batch   11/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.014
Epoch  34 Batch   12/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  34 Batch   13/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.009
Epoch  34 Batch   14/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.011
Epoch  34 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  34 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  34 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.009
Epoch  34 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.013
Epoch  34 Batch   19/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  34 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  34 Batch   21/269 - Train Accuracy:  0.959, Validation Accuracy:  0.966, Loss:  0.012
Epoch  34 Batch   22/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  34 Batch   23/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  34 Batch   24/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  34 Batch   25/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.012
Epoch  34 Batch   26/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  34 Batch   27/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  34 Batch   28/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  34 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.012
Epoch  34 Batch   31/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.010
Epoch  34 Batch   32/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.009
Epoch  34 Batch   33/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  34 Batch   34/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.010
Epoch  34 Batch   35/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.017
Epoch  34 Batch   36/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  34 Batch   37/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.012
Epoch  34 Batch   38/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.009
Epoch  34 Batch   39/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  34 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.013
Epoch  34 Batch   41/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.013
Epoch  34 Batch   42/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.009
Epoch  34 Batch   43/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.011
Epoch  34 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  34 Batch   45/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  34 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.008
Epoch  34 Batch   47/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  34 Batch   48/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.012
Epoch  34 Batch   49/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.009
Epoch  34 Batch   50/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch   51/269 - Train Accuracy:  0.974, Validation Accuracy:  0.956, Loss:  0.009
Epoch  34 Batch   52/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  34 Batch   53/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  34 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  34 Batch   55/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  34 Batch   56/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.010
Epoch  34 Batch   57/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.014
Epoch  34 Batch   58/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  34 Batch   59/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  34 Batch   60/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  34 Batch   61/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.012
Epoch  34 Batch   62/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  34 Batch   63/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.014
Epoch  34 Batch   64/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  34 Batch   65/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  34 Batch   66/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  34 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.014
Epoch  34 Batch   68/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  34 Batch   69/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.014
Epoch  34 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  34 Batch   71/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.016
Epoch  34 Batch   72/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  34 Batch   73/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  34 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  34 Batch   75/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.013
Epoch  34 Batch   76/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.010
Epoch  34 Batch   77/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.011
Epoch  34 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  34 Batch   79/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.012
Epoch  34 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  34 Batch   81/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  34 Batch   82/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  34 Batch   83/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.016
Epoch  34 Batch   84/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  34 Batch   85/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  34 Batch   86/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  34 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  34 Batch   88/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  34 Batch   89/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  34 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.011
Epoch  34 Batch   91/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  34 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  34 Batch   93/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  34 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  34 Batch   95/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  34 Batch   96/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  34 Batch   97/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.012
Epoch  34 Batch   98/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  34 Batch   99/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  34 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.012
Epoch  34 Batch  101/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.015
Epoch  34 Batch  102/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  34 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  34 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  34 Batch  105/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.011
Epoch  34 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  34 Batch  107/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.011
Epoch  34 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  34 Batch  109/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.011
Epoch  34 Batch  110/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  34 Batch  111/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  34 Batch  112/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.012
Epoch  34 Batch  113/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.012
Epoch  34 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  34 Batch  115/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.014
Epoch  34 Batch  116/269 - Train Accuracy:  0.973, Validation Accuracy:  0.952, Loss:  0.011
Epoch  34 Batch  117/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.010
Epoch  34 Batch  118/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.012
Epoch  34 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  34 Batch  120/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.011
Epoch  34 Batch  121/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.010
Epoch  34 Batch  122/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.012
Epoch  34 Batch  123/269 - Train Accuracy:  0.954, Validation Accuracy:  0.965, Loss:  0.015
Epoch  34 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  34 Batch  125/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  34 Batch  126/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.012
Epoch  34 Batch  127/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  34 Batch  128/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  34 Batch  129/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.012
Epoch  34 Batch  130/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  34 Batch  131/269 - Train Accuracy:  0.952, Validation Accuracy:  0.957, Loss:  0.014
Epoch  34 Batch  132/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.012
Epoch  34 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  34 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  34 Batch  135/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  34 Batch  136/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.013
Epoch  34 Batch  137/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  34 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.009
Epoch  34 Batch  139/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.009
Epoch  34 Batch  140/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.014
Epoch  34 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch  142/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch  143/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  34 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.008
Epoch  34 Batch  145/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  34 Batch  146/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  34 Batch  147/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.015
Epoch  34 Batch  148/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  34 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  34 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.013
Epoch  34 Batch  151/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  34 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.010
Epoch  34 Batch  154/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  34 Batch  155/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch  156/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  34 Batch  158/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.011
Epoch  34 Batch  159/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.011
Epoch  34 Batch  160/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  34 Batch  161/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  34 Batch  162/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  34 Batch  163/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  34 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  34 Batch  165/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  34 Batch  166/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  34 Batch  167/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  34 Batch  168/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  34 Batch  169/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.009
Epoch  34 Batch  170/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  34 Batch  171/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  34 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  34 Batch  173/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.011
Epoch  34 Batch  174/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.011
Epoch  34 Batch  175/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.017
Epoch  34 Batch  176/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  34 Batch  177/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  34 Batch  178/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  34 Batch  179/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  34 Batch  180/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  34 Batch  181/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  34 Batch  182/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  34 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  34 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.010
Epoch  34 Batch  185/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch  186/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.009
Epoch  34 Batch  187/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.010
Epoch  34 Batch  188/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.009
Epoch  34 Batch  189/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  34 Batch  190/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  34 Batch  191/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.010
Epoch  34 Batch  192/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.009
Epoch  34 Batch  193/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.012
Epoch  34 Batch  194/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch  195/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  34 Batch  196/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  34 Batch  198/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.010
Epoch  34 Batch  199/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.011
Epoch  34 Batch  200/269 - Train Accuracy:  0.981, Validation Accuracy:  0.959, Loss:  0.009
Epoch  34 Batch  201/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  34 Batch  202/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.010
Epoch  34 Batch  203/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.013
Epoch  34 Batch  204/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  34 Batch  205/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.011
Epoch  34 Batch  206/269 - Train Accuracy:  0.959, Validation Accuracy:  0.964, Loss:  0.012
Epoch  34 Batch  207/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  34 Batch  208/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.010
Epoch  34 Batch  209/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  34 Batch  210/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.009
Epoch  34 Batch  211/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.011
Epoch  34 Batch  212/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch  213/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.010
Epoch  34 Batch  214/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.010
Epoch  34 Batch  215/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.012
Epoch  34 Batch  216/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.017
Epoch  34 Batch  217/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.012
Epoch  34 Batch  218/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.008
Epoch  34 Batch  219/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  34 Batch  220/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.013
Epoch  34 Batch  221/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.011
Epoch  34 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.008
Epoch  34 Batch  223/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  34 Batch  224/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.014
Epoch  34 Batch  225/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.010
Epoch  34 Batch  226/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.011
Epoch  34 Batch  227/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.018
Epoch  34 Batch  228/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  34 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  34 Batch  230/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  34 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  34 Batch  232/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.012
Epoch  34 Batch  234/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  34 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.007
Epoch  34 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  34 Batch  237/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  34 Batch  238/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  34 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  34 Batch  240/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  34 Batch  241/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.012
Epoch  34 Batch  242/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.011
Epoch  34 Batch  243/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  34 Batch  244/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.011
Epoch  34 Batch  245/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.011
Epoch  34 Batch  246/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.012
Epoch  34 Batch  247/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.011
Epoch  34 Batch  248/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  34 Batch  249/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  34 Batch  250/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.011
Epoch  34 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  34 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  34 Batch  253/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.010
Epoch  34 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  34 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  34 Batch  256/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  34 Batch  257/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  34 Batch  258/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.011
Epoch  34 Batch  259/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.011
Epoch  34 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  34 Batch  261/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  34 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  34 Batch  264/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.011
Epoch  34 Batch  265/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch  266/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.008
Epoch  34 Batch  267/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.011
Epoch  35 Batch    0/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.013
Epoch  35 Batch    1/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  35 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  35 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  35 Batch    4/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  35 Batch    5/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  35 Batch    6/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  35 Batch    7/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.011
Epoch  35 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.013
Epoch  35 Batch    9/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.011
Epoch  35 Batch   10/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.009
Epoch  35 Batch   11/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  35 Batch   12/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  35 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  35 Batch   14/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  35 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  35 Batch   16/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.014
Epoch  35 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  35 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  35 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  35 Batch   20/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  35 Batch   21/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.012
Epoch  35 Batch   22/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  35 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.011
Epoch  35 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  35 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  35 Batch   26/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.011
Epoch  35 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  35 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  35 Batch   29/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  35 Batch   30/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.011
Epoch  35 Batch   31/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.009
Epoch  35 Batch   32/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  35 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  35 Batch   34/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.009
Epoch  35 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.016
Epoch  35 Batch   36/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  35 Batch   37/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  35 Batch   38/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.009
Epoch  35 Batch   39/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  35 Batch   40/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  35 Batch   41/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.012
Epoch  35 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.009
Epoch  35 Batch   43/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.011
Epoch  35 Batch   44/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  35 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  35 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  35 Batch   47/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  35 Batch   48/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  35 Batch   49/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  35 Batch   50/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  35 Batch   51/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  35 Batch   52/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  35 Batch   53/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  35 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  35 Batch   55/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  35 Batch   56/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  35 Batch   57/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  35 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  35 Batch   59/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  35 Batch   60/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.012
Epoch  35 Batch   61/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  35 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  35 Batch   63/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.013
Epoch  35 Batch   64/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  35 Batch   65/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  35 Batch   66/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  35 Batch   67/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.013
Epoch  35 Batch   68/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  35 Batch   69/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.013
Epoch  35 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  35 Batch   71/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.015
Epoch  35 Batch   72/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  35 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  35 Batch   74/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  35 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.012
Epoch  35 Batch   76/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.010
Epoch  35 Batch   77/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.011
Epoch  35 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  35 Batch   79/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.011
Epoch  35 Batch   80/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.009
Epoch  35 Batch   81/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  35 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  35 Batch   83/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.016
Epoch  35 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  35 Batch   85/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.009
Epoch  35 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  35 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  35 Batch   88/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  35 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  35 Batch   90/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  35 Batch   91/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  35 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  35 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  35 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.012
Epoch  35 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  35 Batch   96/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  35 Batch   97/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.012
Epoch  35 Batch   98/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  35 Batch   99/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  35 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  35 Batch  101/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.015
Epoch  35 Batch  102/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  35 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  35 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  35 Batch  105/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.011
Epoch  35 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  35 Batch  107/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.011
Epoch  35 Batch  108/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  35 Batch  109/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  35 Batch  110/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  35 Batch  111/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  35 Batch  112/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  35 Batch  113/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.012
Epoch  35 Batch  114/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.010
Epoch  35 Batch  115/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.013
Epoch  35 Batch  116/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.011
Epoch  35 Batch  117/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.010
Epoch  35 Batch  118/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  35 Batch  119/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  35 Batch  120/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.010
Epoch  35 Batch  121/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.010
Epoch  35 Batch  122/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.012
Epoch  35 Batch  123/269 - Train Accuracy:  0.955, Validation Accuracy:  0.963, Loss:  0.014
Epoch  35 Batch  124/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  35 Batch  125/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  35 Batch  126/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.011
Epoch  35 Batch  127/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.011
Epoch  35 Batch  128/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  35 Batch  129/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.011
Epoch  35 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  131/269 - Train Accuracy:  0.953, Validation Accuracy:  0.959, Loss:  0.014
Epoch  35 Batch  132/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.011
Epoch  35 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  35 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  35 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  35 Batch  136/269 - Train Accuracy:  0.959, Validation Accuracy:  0.963, Loss:  0.012
Epoch  35 Batch  137/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  35 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  35 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  35 Batch  140/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  141/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  35 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  35 Batch  143/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  35 Batch  144/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.008
Epoch  35 Batch  145/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  35 Batch  146/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.010
Epoch  35 Batch  147/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.014
Epoch  35 Batch  148/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  35 Batch  149/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  35 Batch  150/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  151/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  35 Batch  152/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  35 Batch  153/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.009
Epoch  35 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  35 Batch  155/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.011
Epoch  35 Batch  156/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  35 Batch  157/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  35 Batch  158/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  35 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  35 Batch  160/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  35 Batch  161/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  35 Batch  162/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  35 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  35 Batch  164/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  35 Batch  165/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  35 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  35 Batch  167/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  35 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  35 Batch  169/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.009
Epoch  35 Batch  170/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  35 Batch  171/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  35 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.011
Epoch  35 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  35 Batch  174/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  35 Batch  175/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.016
Epoch  35 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  35 Batch  177/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  35 Batch  178/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  35 Batch  179/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  35 Batch  180/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  35 Batch  181/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  35 Batch  182/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  35 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  35 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  35 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  35 Batch  186/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  35 Batch  187/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.009
Epoch  35 Batch  188/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.008
Epoch  35 Batch  189/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.012
Epoch  35 Batch  190/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  35 Batch  191/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  35 Batch  192/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.009
Epoch  35 Batch  193/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.011
Epoch  35 Batch  194/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  35 Batch  195/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.008
Epoch  35 Batch  196/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.011
Epoch  35 Batch  197/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  35 Batch  198/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  35 Batch  199/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.010
Epoch  35 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.960, Loss:  0.009
Epoch  35 Batch  201/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  35 Batch  202/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  35 Batch  203/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  35 Batch  204/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  35 Batch  205/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.010
Epoch  35 Batch  206/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.012
Epoch  35 Batch  207/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.009
Epoch  35 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.010
Epoch  35 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  35 Batch  210/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.008
Epoch  35 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.011
Epoch  35 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.015
Epoch  35 Batch  213/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.010
Epoch  35 Batch  214/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.010
Epoch  35 Batch  215/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.011
Epoch  35 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.016
Epoch  35 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.011
Epoch  35 Batch  218/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  35 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.009
Epoch  35 Batch  220/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.011
Epoch  35 Batch  221/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.011
Epoch  35 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  35 Batch  223/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.009
Epoch  35 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  35 Batch  225/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  35 Batch  226/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.011
Epoch  35 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.017
Epoch  35 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  35 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  35 Batch  230/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  35 Batch  231/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  35 Batch  232/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.011
Epoch  35 Batch  233/269 - Train Accuracy:  0.979, Validation Accuracy:  0.959, Loss:  0.011
Epoch  35 Batch  234/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  35 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.007
Epoch  35 Batch  236/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.009
Epoch  35 Batch  237/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  35 Batch  238/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  35 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.010
Epoch  35 Batch  240/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  35 Batch  241/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.011
Epoch  35 Batch  242/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  35 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  35 Batch  244/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.010
Epoch  35 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.011
Epoch  35 Batch  246/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.011
Epoch  35 Batch  247/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  35 Batch  248/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  35 Batch  249/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  35 Batch  250/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.010
Epoch  35 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.956, Loss:  0.009
Epoch  35 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.008
Epoch  35 Batch  253/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  35 Batch  254/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  35 Batch  255/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  35 Batch  256/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.010
Epoch  35 Batch  257/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.011
Epoch  35 Batch  258/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  35 Batch  259/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  35 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  35 Batch  261/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  35 Batch  262/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  35 Batch  263/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.010
Epoch  35 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.010
Epoch  35 Batch  265/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  35 Batch  266/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  35 Batch  267/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  36 Batch    0/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.012
Epoch  36 Batch    1/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  36 Batch    2/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  36 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  36 Batch    4/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  36 Batch    5/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.011
Epoch  36 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.008
Epoch  36 Batch    7/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.011
Epoch  36 Batch    8/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch    9/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.011
Epoch  36 Batch   10/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.009
Epoch  36 Batch   11/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch   12/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch   13/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  36 Batch   14/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  36 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  36 Batch   16/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.013
Epoch  36 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  36 Batch   19/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.008
Epoch  36 Batch   20/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  36 Batch   21/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  36 Batch   22/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.010
Epoch  36 Batch   23/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.012
Epoch  36 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  36 Batch   25/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.011
Epoch  36 Batch   26/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.011
Epoch  36 Batch   27/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch   28/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  36 Batch   29/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  36 Batch   30/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.012
Epoch  36 Batch   31/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.009
Epoch  36 Batch   32/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.007
Epoch  36 Batch   33/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.009
Epoch  36 Batch   34/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  36 Batch   35/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.016
Epoch  36 Batch   36/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch   37/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  36 Batch   38/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  36 Batch   39/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  36 Batch   40/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.012
Epoch  36 Batch   41/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  36 Batch   42/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  36 Batch   43/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  36 Batch   44/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  36 Batch   45/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch   46/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  36 Batch   47/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  36 Batch   48/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  36 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  36 Batch   50/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.013
Epoch  36 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.008
Epoch  36 Batch   52/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.007
Epoch  36 Batch   53/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  36 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  36 Batch   55/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  36 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.009
Epoch  36 Batch   57/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  36 Batch   58/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  36 Batch   59/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  36 Batch   60/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  36 Batch   61/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  36 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  36 Batch   63/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.013
Epoch  36 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  36 Batch   65/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  36 Batch   66/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  36 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.013
Epoch  36 Batch   68/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.010
Epoch  36 Batch   69/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch   71/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.015
Epoch  36 Batch   72/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.011
Epoch  36 Batch   73/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.010
Epoch  36 Batch   74/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  36 Batch   75/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.012
Epoch  36 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.010
Epoch  36 Batch   77/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.011
Epoch  36 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  36 Batch   79/269 - Train Accuracy:  0.959, Validation Accuracy:  0.963, Loss:  0.010
Epoch  36 Batch   80/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  36 Batch   81/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  36 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  36 Batch   83/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.015
Epoch  36 Batch   84/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  36 Batch   85/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.009
Epoch  36 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  36 Batch   87/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  36 Batch   88/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  36 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  36 Batch   90/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch   92/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  36 Batch   93/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  36 Batch   94/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  36 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  36 Batch   96/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  36 Batch   97/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  36 Batch   98/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  36 Batch   99/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  36 Batch  100/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  36 Batch  101/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.014
Epoch  36 Batch  102/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.009
Epoch  36 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch  104/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  36 Batch  105/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  36 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  36 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.010
Epoch  36 Batch  108/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  36 Batch  109/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  36 Batch  110/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  36 Batch  111/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  36 Batch  112/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  36 Batch  113/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.011
Epoch  36 Batch  114/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.009
Epoch  36 Batch  115/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.012
Epoch  36 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.952, Loss:  0.010
Epoch  36 Batch  117/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.009
Epoch  36 Batch  118/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  36 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  36 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.010
Epoch  36 Batch  121/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.009
Epoch  36 Batch  122/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.011
Epoch  36 Batch  123/269 - Train Accuracy:  0.955, Validation Accuracy:  0.963, Loss:  0.014
Epoch  36 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  36 Batch  125/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  36 Batch  126/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.010
Epoch  36 Batch  127/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  36 Batch  128/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.008
Epoch  36 Batch  129/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.010
Epoch  36 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  36 Batch  131/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.013
Epoch  36 Batch  132/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.011
Epoch  36 Batch  133/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  36 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  36 Batch  135/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  36 Batch  136/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.011
Epoch  36 Batch  137/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.012
Epoch  36 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  36 Batch  139/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  36 Batch  140/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.013
Epoch  36 Batch  141/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  36 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  36 Batch  143/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  36 Batch  144/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.007
Epoch  36 Batch  145/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  36 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  36 Batch  147/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  36 Batch  148/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  36 Batch  149/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  36 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  36 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  36 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  36 Batch  154/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch  155/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.011
Epoch  36 Batch  156/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  36 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  36 Batch  158/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  36 Batch  159/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  36 Batch  160/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  36 Batch  162/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  36 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch  164/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  36 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  36 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  36 Batch  167/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  36 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  36 Batch  169/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  36 Batch  170/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  36 Batch  171/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  36 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.010
Epoch  36 Batch  173/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.010
Epoch  36 Batch  174/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.010
Epoch  36 Batch  175/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.016
Epoch  36 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  36 Batch  177/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  36 Batch  178/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  36 Batch  179/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  36 Batch  180/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  36 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  36 Batch  182/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch  183/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  36 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  36 Batch  185/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.010
Epoch  36 Batch  186/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  36 Batch  187/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  36 Batch  188/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  36 Batch  189/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  36 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  36 Batch  191/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.009
Epoch  36 Batch  192/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.009
Epoch  36 Batch  193/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.010
Epoch  36 Batch  194/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  36 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.007
Epoch  36 Batch  196/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.009
Epoch  36 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  36 Batch  198/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  36 Batch  199/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.010
Epoch  36 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.009
Epoch  36 Batch  201/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  36 Batch  202/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.010
Epoch  36 Batch  203/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.013
Epoch  36 Batch  204/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  36 Batch  205/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.010
Epoch  36 Batch  206/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.012
Epoch  36 Batch  207/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  36 Batch  208/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  36 Batch  209/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  36 Batch  210/269 - Train Accuracy:  0.976, Validation Accuracy:  0.956, Loss:  0.008
Epoch  36 Batch  211/269 - Train Accuracy:  0.977, Validation Accuracy:  0.956, Loss:  0.010
Epoch  36 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.014
Epoch  36 Batch  213/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.009
Epoch  36 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.009
Epoch  36 Batch  215/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.011
Epoch  36 Batch  216/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.016
Epoch  36 Batch  217/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.011
Epoch  36 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.957, Loss:  0.008
Epoch  36 Batch  219/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.009
Epoch  36 Batch  220/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.011
Epoch  36 Batch  221/269 - Train Accuracy:  0.957, Validation Accuracy:  0.962, Loss:  0.011
Epoch  36 Batch  222/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  36 Batch  223/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  36 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch  225/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  36 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.011
Epoch  36 Batch  227/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.017
Epoch  36 Batch  228/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  36 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  36 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  36 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  36 Batch  232/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  36 Batch  233/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.011
Epoch  36 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  36 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.007
Epoch  36 Batch  236/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  36 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  36 Batch  238/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  36 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  36 Batch  240/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.010
Epoch  36 Batch  241/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.011
Epoch  36 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  36 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  36 Batch  244/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.010
Epoch  36 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch  247/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  36 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.008
Epoch  36 Batch  249/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.009
Epoch  36 Batch  250/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  36 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  36 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.008
Epoch  36 Batch  253/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  36 Batch  254/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  36 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  36 Batch  256/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.009
Epoch  36 Batch  257/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.011
Epoch  36 Batch  258/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  36 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  36 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  36 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  36 Batch  262/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  36 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  36 Batch  264/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.011
Epoch  36 Batch  265/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  36 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  36 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  37 Batch    0/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  37 Batch    1/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  37 Batch    2/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.010
Epoch  37 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  37 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  37 Batch    5/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.011
Epoch  37 Batch    6/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.008
Epoch  37 Batch    7/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  37 Batch    8/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  37 Batch    9/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.011
Epoch  37 Batch   10/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.009
Epoch  37 Batch   11/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  37 Batch   12/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  37 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.009
Epoch  37 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  37 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  37 Batch   16/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.012
Epoch  37 Batch   17/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  37 Batch   18/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.012
Epoch  37 Batch   19/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  37 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  37 Batch   21/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.011
Epoch  37 Batch   22/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.009
Epoch  37 Batch   23/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.012
Epoch  37 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  37 Batch   25/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  37 Batch   26/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.011
Epoch  37 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  37 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  37 Batch   29/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  37 Batch   30/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.011
Epoch  37 Batch   31/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  37 Batch   32/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.007
Epoch  37 Batch   33/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.008
Epoch  37 Batch   34/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.009
Epoch  37 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.015
Epoch  37 Batch   36/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  37 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  37 Batch   38/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  37 Batch   39/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.009
Epoch  37 Batch   40/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.011
Epoch  37 Batch   41/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  37 Batch   42/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  37 Batch   43/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.010
Epoch  37 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  37 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  37 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  37 Batch   47/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  37 Batch   48/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  37 Batch   49/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  37 Batch   50/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.013
Epoch  37 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  37 Batch   52/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.007
Epoch  37 Batch   53/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  37 Batch   54/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  37 Batch   55/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  37 Batch   56/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  37 Batch   57/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  37 Batch   58/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  37 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  37 Batch   60/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  37 Batch   61/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  37 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  37 Batch   63/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  37 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  37 Batch   65/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  37 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  37 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  37 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  37 Batch   69/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  37 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  37 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.014
Epoch  37 Batch   72/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.011
Epoch  37 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.010
Epoch  37 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  37 Batch   75/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.012
Epoch  37 Batch   76/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.009
Epoch  37 Batch   77/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.010
Epoch  37 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  37 Batch   79/269 - Train Accuracy:  0.959, Validation Accuracy:  0.966, Loss:  0.010
Epoch  37 Batch   80/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  37 Batch   81/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  37 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  37 Batch   83/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.015
Epoch  37 Batch   84/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  37 Batch   85/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  37 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  37 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  37 Batch   88/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  37 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  37 Batch   90/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  37 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  37 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  37 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  37 Batch   94/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  37 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  37 Batch   96/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  37 Batch   97/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  37 Batch   98/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  37 Batch   99/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  37 Batch  100/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  37 Batch  101/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.013
Epoch  37 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  37 Batch  103/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  37 Batch  104/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.009
Epoch  37 Batch  105/269 - Train Accuracy:  0.966, Validation Accuracy:  0.972, Loss:  0.010
Epoch  37 Batch  106/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  37 Batch  107/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.010
Epoch  37 Batch  108/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  37 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  37 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  37 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  37 Batch  112/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  37 Batch  113/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.011
Epoch  37 Batch  114/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.009
Epoch  37 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.012
Epoch  37 Batch  116/269 - Train Accuracy:  0.975, Validation Accuracy:  0.953, Loss:  0.010
Epoch  37 Batch  117/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.009
Epoch  37 Batch  118/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  37 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  37 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.010
Epoch  37 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  37 Batch  122/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.011
Epoch  37 Batch  123/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.013
Epoch  37 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  37 Batch  125/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.008
Epoch  37 Batch  126/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.010
Epoch  37 Batch  127/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  37 Batch  128/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  37 Batch  129/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.010
Epoch  37 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  37 Batch  131/269 - Train Accuracy:  0.958, Validation Accuracy:  0.960, Loss:  0.013
Epoch  37 Batch  132/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.011
Epoch  37 Batch  133/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  37 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  37 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  37 Batch  136/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.011
Epoch  37 Batch  137/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.012
Epoch  37 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  37 Batch  139/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  37 Batch  140/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.013
Epoch  37 Batch  141/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  37 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  37 Batch  143/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  37 Batch  144/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  37 Batch  145/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  37 Batch  146/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  37 Batch  147/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.013
Epoch  37 Batch  148/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  37 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  37 Batch  150/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  37 Batch  151/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.011
Epoch  37 Batch  152/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  37 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  37 Batch  154/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  37 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  37 Batch  156/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  37 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  37 Batch  158/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  37 Batch  159/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  37 Batch  160/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  37 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  37 Batch  162/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  37 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  37 Batch  164/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  37 Batch  165/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  37 Batch  166/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  37 Batch  167/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  37 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  37 Batch  169/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  37 Batch  170/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  37 Batch  171/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  37 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  37 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  37 Batch  174/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  37 Batch  175/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.016
Epoch  37 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  37 Batch  177/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  37 Batch  178/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  37 Batch  179/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  37 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  37 Batch  181/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  37 Batch  182/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  37 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.007
Epoch  37 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  37 Batch  185/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.009
Epoch  37 Batch  186/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.008
Epoch  37 Batch  187/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.009
Epoch  37 Batch  188/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.008
Epoch  37 Batch  189/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  37 Batch  190/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  37 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  37 Batch  192/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.008
Epoch  37 Batch  193/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.010
Epoch  37 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  37 Batch  195/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.007
Epoch  37 Batch  196/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  37 Batch  197/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  37 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  37 Batch  199/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  37 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.008
Epoch  37 Batch  201/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  37 Batch  202/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  37 Batch  203/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  37 Batch  204/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  37 Batch  205/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  37 Batch  206/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.012
Epoch  37 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  37 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  37 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.011
Epoch  37 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.957, Loss:  0.008
Epoch  37 Batch  211/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.009
Epoch  37 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.014
Epoch  37 Batch  213/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.009
Epoch  37 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.009
Epoch  37 Batch  215/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  37 Batch  216/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.015
Epoch  37 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.010
Epoch  37 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.956, Loss:  0.007
Epoch  37 Batch  219/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  37 Batch  220/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.011
Epoch  37 Batch  221/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.010
Epoch  37 Batch  222/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  37 Batch  223/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.009
Epoch  37 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  37 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  37 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  37 Batch  227/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.016
Epoch  37 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  37 Batch  229/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  37 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  37 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  37 Batch  232/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.010
Epoch  37 Batch  233/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.010
Epoch  37 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  37 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.006
Epoch  37 Batch  236/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.009
Epoch  37 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  37 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  37 Batch  239/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  37 Batch  240/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.010
Epoch  37 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.011
Epoch  37 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  37 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  37 Batch  244/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.010
Epoch  37 Batch  245/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  37 Batch  246/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.010
Epoch  37 Batch  247/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  37 Batch  248/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.007
Epoch  37 Batch  249/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.008
Epoch  37 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.009
Epoch  37 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.009
Epoch  37 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.007
Epoch  37 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  37 Batch  254/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.011
Epoch  37 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  37 Batch  256/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  37 Batch  257/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  37 Batch  258/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  37 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  37 Batch  260/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.010
Epoch  37 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  37 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  37 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  37 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.010
Epoch  37 Batch  265/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  37 Batch  266/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.007
Epoch  37 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  38 Batch    0/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  38 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  38 Batch    2/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  38 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  38 Batch    4/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  38 Batch    5/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.010
Epoch  38 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  38 Batch    7/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  38 Batch    8/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  38 Batch    9/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.011
Epoch  38 Batch   10/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.008
Epoch  38 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  38 Batch   12/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  38 Batch   13/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  38 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  38 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  38 Batch   16/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.012
Epoch  38 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  38 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  38 Batch   19/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  38 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  38 Batch   21/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  38 Batch   22/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.009
Epoch  38 Batch   23/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.011
Epoch  38 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  38 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.009
Epoch  38 Batch   26/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.011
Epoch  38 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  38 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  38 Batch   29/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.009
Epoch  38 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.011
Epoch  38 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  38 Batch   32/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.006
Epoch  38 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.008
Epoch  38 Batch   34/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  38 Batch   35/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.015
Epoch  38 Batch   36/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  38 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.010
Epoch  38 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  38 Batch   39/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.008
Epoch  38 Batch   40/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.011
Epoch  38 Batch   41/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.011
Epoch  38 Batch   42/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  38 Batch   43/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.009
Epoch  38 Batch   44/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  38 Batch   45/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  38 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  38 Batch   47/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  38 Batch   48/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  38 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  38 Batch   50/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  38 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.007
Epoch  38 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  38 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  38 Batch   54/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  38 Batch   55/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  38 Batch   56/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  38 Batch   57/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  38 Batch   58/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  38 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  38 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  38 Batch   61/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.010
Epoch  38 Batch   62/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  38 Batch   63/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  38 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  38 Batch   65/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  38 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  38 Batch   67/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  38 Batch   68/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  38 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  38 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  38 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.014
Epoch  38 Batch   72/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  38 Batch   73/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.009
Epoch  38 Batch   74/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  38 Batch   75/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch   76/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.009
Epoch  38 Batch   77/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.009
Epoch  38 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  38 Batch   79/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.010
Epoch  38 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  38 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  38 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  38 Batch   83/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.014
Epoch  38 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  38 Batch   85/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  38 Batch   86/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  38 Batch   87/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  38 Batch   88/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  38 Batch   89/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  38 Batch   90/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  38 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  38 Batch   92/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  38 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  38 Batch   94/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  38 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  38 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  38 Batch   97/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  38 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  38 Batch   99/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  38 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  38 Batch  101/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.013
Epoch  38 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  38 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  38 Batch  104/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  38 Batch  105/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  38 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  38 Batch  107/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  38 Batch  108/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  38 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  38 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  38 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  38 Batch  112/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.010
Epoch  38 Batch  113/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.011
Epoch  38 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.008
Epoch  38 Batch  115/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  38 Batch  116/269 - Train Accuracy:  0.975, Validation Accuracy:  0.954, Loss:  0.009
Epoch  38 Batch  117/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  38 Batch  118/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  38 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  38 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  38 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  38 Batch  122/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  38 Batch  123/269 - Train Accuracy:  0.955, Validation Accuracy:  0.965, Loss:  0.014
Epoch  38 Batch  124/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  38 Batch  125/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  38 Batch  126/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  38 Batch  127/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  38 Batch  128/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  38 Batch  129/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.010
Epoch  38 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  38 Batch  131/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.013
Epoch  38 Batch  132/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.011
Epoch  38 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.008
Epoch  38 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  38 Batch  135/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  38 Batch  136/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.011
Epoch  38 Batch  137/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  38 Batch  139/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.007
Epoch  38 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  38 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.009
Epoch  38 Batch  142/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.009
Epoch  38 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  38 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  38 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  38 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  38 Batch  147/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  38 Batch  148/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  38 Batch  149/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  38 Batch  150/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  38 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  38 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  38 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  38 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  38 Batch  155/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.009
Epoch  38 Batch  156/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.009
Epoch  38 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.009
Epoch  38 Batch  158/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  38 Batch  159/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  38 Batch  160/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  38 Batch  161/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.008
Epoch  38 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.009
Epoch  38 Batch  163/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  38 Batch  164/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.008
Epoch  38 Batch  165/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  38 Batch  166/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  38 Batch  167/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  38 Batch  168/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  38 Batch  169/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.007
Epoch  38 Batch  170/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  38 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  38 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  38 Batch  173/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  38 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  38 Batch  175/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.015
Epoch  38 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  38 Batch  177/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  38 Batch  178/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.008
Epoch  38 Batch  179/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  38 Batch  180/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  38 Batch  181/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  38 Batch  182/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  38 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  38 Batch  184/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  38 Batch  185/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.009
Epoch  38 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  38 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  38 Batch  188/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.007
Epoch  38 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  38 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  38 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  38 Batch  192/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  38 Batch  193/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.009
Epoch  38 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  38 Batch  195/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  38 Batch  196/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.009
Epoch  38 Batch  197/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.009
Epoch  38 Batch  198/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.008
Epoch  38 Batch  199/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.010
Epoch  38 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.009
Epoch  38 Batch  201/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.009
Epoch  38 Batch  202/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.010
Epoch  38 Batch  203/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.013
Epoch  38 Batch  204/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  38 Batch  205/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  38 Batch  206/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.011
Epoch  38 Batch  207/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  38 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  38 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.011
Epoch  38 Batch  210/269 - Train Accuracy:  0.976, Validation Accuracy:  0.955, Loss:  0.008
Epoch  38 Batch  211/269 - Train Accuracy:  0.979, Validation Accuracy:  0.959, Loss:  0.009
Epoch  38 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.014
Epoch  38 Batch  213/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.009
Epoch  38 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  38 Batch  215/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  38 Batch  216/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.015
Epoch  38 Batch  217/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.010
Epoch  38 Batch  218/269 - Train Accuracy:  0.978, Validation Accuracy:  0.956, Loss:  0.007
Epoch  38 Batch  219/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.008
Epoch  38 Batch  220/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.011
Epoch  38 Batch  221/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.010
Epoch  38 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  38 Batch  223/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.008
Epoch  38 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  38 Batch  226/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.010
Epoch  38 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.016
Epoch  38 Batch  228/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  38 Batch  229/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  38 Batch  230/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.009
Epoch  38 Batch  231/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  38 Batch  232/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.010
Epoch  38 Batch  233/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.010
Epoch  38 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  38 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.960, Loss:  0.006
Epoch  38 Batch  236/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  38 Batch  237/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  38 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  38 Batch  239/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  38 Batch  240/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  38 Batch  241/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  38 Batch  242/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  38 Batch  243/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  38 Batch  244/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.009
Epoch  38 Batch  245/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  38 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  38 Batch  247/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  38 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  38 Batch  249/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  38 Batch  250/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.008
Epoch  38 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  38 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  38 Batch  253/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  38 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  38 Batch  255/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  38 Batch  256/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  38 Batch  257/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.010
Epoch  38 Batch  258/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  38 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  38 Batch  260/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  38 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  38 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  38 Batch  263/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.009
Epoch  38 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.010
Epoch  38 Batch  265/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  38 Batch  266/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.007
Epoch  38 Batch  267/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  39 Batch    0/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  39 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  39 Batch    2/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  39 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  39 Batch    4/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  39 Batch    5/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  39 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  39 Batch    7/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  39 Batch    8/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  39 Batch    9/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  39 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  39 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  39 Batch   12/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.011
Epoch  39 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.008
Epoch  39 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  39 Batch   15/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  39 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.012
Epoch  39 Batch   17/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  39 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  39 Batch   19/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.007
Epoch  39 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  39 Batch   21/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  39 Batch   22/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.009
Epoch  39 Batch   23/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.010
Epoch  39 Batch   24/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  39 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.009
Epoch  39 Batch   26/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.010
Epoch  39 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  39 Batch   28/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  39 Batch   29/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.009
Epoch  39 Batch   30/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.011
Epoch  39 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.008
Epoch  39 Batch   32/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  39 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.008
Epoch  39 Batch   34/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  39 Batch   35/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.014
Epoch  39 Batch   36/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  39 Batch   37/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  39 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  39 Batch   39/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.008
Epoch  39 Batch   40/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.010
Epoch  39 Batch   41/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.011
Epoch  39 Batch   42/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.007
Epoch  39 Batch   43/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  39 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  39 Batch   45/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  39 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  39 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  39 Batch   48/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.010
Epoch  39 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  39 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  39 Batch   51/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  39 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.006
Epoch  39 Batch   53/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  39 Batch   54/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  39 Batch   55/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  39 Batch   56/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  39 Batch   57/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  39 Batch   58/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  39 Batch   59/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  39 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  39 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  39 Batch   62/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  39 Batch   63/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  39 Batch   64/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  39 Batch   65/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  39 Batch   66/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  39 Batch   67/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  39 Batch   68/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  39 Batch   69/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  39 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  39 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.013
Epoch  39 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  39 Batch   73/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  39 Batch   74/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  39 Batch   75/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.011
Epoch  39 Batch   76/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.008
Epoch  39 Batch   77/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  39 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  39 Batch   79/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.010
Epoch  39 Batch   80/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  39 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  39 Batch   82/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  39 Batch   83/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.013
Epoch  39 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  39 Batch   85/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.009
Epoch  39 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  39 Batch   87/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.007
Epoch  39 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.008
Epoch  39 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.009
Epoch  39 Batch   90/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  39 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  39 Batch   92/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  39 Batch   93/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  39 Batch   94/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  39 Batch   95/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  39 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  39 Batch   97/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  39 Batch   98/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.010
Epoch  39 Batch   99/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  39 Batch  100/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.010
Epoch  39 Batch  101/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  39 Batch  102/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  39 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  39 Batch  104/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  39 Batch  105/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  39 Batch  106/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  39 Batch  107/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  39 Batch  108/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  39 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  39 Batch  110/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  39 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  39 Batch  112/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  39 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.010
Epoch  39 Batch  114/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.008
Epoch  39 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  39 Batch  116/269 - Train Accuracy:  0.978, Validation Accuracy:  0.957, Loss:  0.009
Epoch  39 Batch  117/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.008
Epoch  39 Batch  118/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  39 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  39 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.009
Epoch  39 Batch  121/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.009
Epoch  39 Batch  122/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.012
Epoch  39 Batch  123/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.012
Epoch  39 Batch  124/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.017
Epoch  39 Batch  125/269 - Train Accuracy:  0.945, Validation Accuracy:  0.939, Loss:  0.022
Epoch  39 Batch  126/269 - Train Accuracy:  0.888, Validation Accuracy:  0.899, Loss:  0.058
Epoch  39 Batch  127/269 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.240
Epoch  39 Batch  128/269 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.114
Epoch  39 Batch  129/269 - Train Accuracy:  0.912, Validation Accuracy:  0.910, Loss:  0.142
Epoch  39 Batch  130/269 - Train Accuracy:  0.873, Validation Accuracy:  0.878, Loss:  0.109
Epoch  39 Batch  131/269 - Train Accuracy:  0.919, Validation Accuracy:  0.926, Loss:  0.204
Epoch  39 Batch  132/269 - Train Accuracy:  0.888, Validation Accuracy:  0.892, Loss:  0.057
Epoch  39 Batch  133/269 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.116
Epoch  39 Batch  134/269 - Train Accuracy:  0.886, Validation Accuracy:  0.883, Loss:  0.086
Epoch  39 Batch  135/269 - Train Accuracy:  0.908, Validation Accuracy:  0.900, Loss:  0.119
Epoch  39 Batch  136/269 - Train Accuracy:  0.869, Validation Accuracy:  0.889, Loss:  0.073
Epoch  39 Batch  137/269 - Train Accuracy:  0.879, Validation Accuracy:  0.866, Loss:  0.104
Epoch  39 Batch  138/269 - Train Accuracy:  0.917, Validation Accuracy:  0.908, Loss:  0.108
Epoch  39 Batch  139/269 - Train Accuracy:  0.848, Validation Accuracy:  0.856, Loss:  0.062
Epoch  39 Batch  140/269 - Train Accuracy:  0.918, Validation Accuracy:  0.910, Loss:  0.143
Epoch  39 Batch  141/269 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.066
Epoch  39 Batch  142/269 - Train Accuracy:  0.918, Validation Accuracy:  0.898, Loss:  0.060
Epoch  39 Batch  143/269 - Train Accuracy:  0.923, Validation Accuracy:  0.895, Loss:  0.052
Epoch  39 Batch  144/269 - Train Accuracy:  0.937, Validation Accuracy:  0.911, Loss:  0.066
Epoch  39 Batch  145/269 - Train Accuracy:  0.937, Validation Accuracy:  0.915, Loss:  0.042
Epoch  39 Batch  146/269 - Train Accuracy:  0.918, Validation Accuracy:  0.905, Loss:  0.044
Epoch  39 Batch  147/269 - Train Accuracy:  0.931, Validation Accuracy:  0.900, Loss:  0.050
Epoch  39 Batch  148/269 - Train Accuracy:  0.938, Validation Accuracy:  0.914, Loss:  0.050
Epoch  39 Batch  149/269 - Train Accuracy:  0.931, Validation Accuracy:  0.922, Loss:  0.050
Epoch  39 Batch  150/269 - Train Accuracy:  0.941, Validation Accuracy:  0.929, Loss:  0.037
Epoch  39 Batch  151/269 - Train Accuracy:  0.955, Validation Accuracy:  0.934, Loss:  0.033
Epoch  39 Batch  152/269 - Train Accuracy:  0.932, Validation Accuracy:  0.936, Loss:  0.036
Epoch  39 Batch  153/269 - Train Accuracy:  0.946, Validation Accuracy:  0.933, Loss:  0.036
Epoch  39 Batch  154/269 - Train Accuracy:  0.946, Validation Accuracy:  0.933, Loss:  0.031
Epoch  39 Batch  155/269 - Train Accuracy:  0.941, Validation Accuracy:  0.936, Loss:  0.024
Epoch  39 Batch  156/269 - Train Accuracy:  0.942, Validation Accuracy:  0.933, Loss:  0.028
Epoch  39 Batch  157/269 - Train Accuracy:  0.950, Validation Accuracy:  0.938, Loss:  0.027
Epoch  39 Batch  158/269 - Train Accuracy:  0.942, Validation Accuracy:  0.939, Loss:  0.028
Epoch  39 Batch  159/269 - Train Accuracy:  0.949, Validation Accuracy:  0.950, Loss:  0.021
Epoch  39 Batch  160/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.021
Epoch  39 Batch  161/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.022
Epoch  39 Batch  162/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.022
Epoch  39 Batch  163/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.021
Epoch  39 Batch  164/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.018
Epoch  39 Batch  165/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.019
Epoch  39 Batch  166/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.016
Epoch  39 Batch  167/269 - Train Accuracy:  0.952, Validation Accuracy:  0.956, Loss:  0.019
Epoch  39 Batch  168/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.017
Epoch  39 Batch  169/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.015
Epoch  39 Batch  170/269 - Train Accuracy:  0.955, Validation Accuracy:  0.958, Loss:  0.018
Epoch  39 Batch  171/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch  172/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.017
Epoch  39 Batch  173/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.014
Epoch  39 Batch  174/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.014
Epoch  39 Batch  175/269 - Train Accuracy:  0.956, Validation Accuracy:  0.961, Loss:  0.021
Epoch  39 Batch  176/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.015
Epoch  39 Batch  177/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.014
Epoch  39 Batch  178/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  39 Batch  179/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.013
Epoch  39 Batch  180/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  39 Batch  181/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.015
Epoch  39 Batch  182/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  39 Batch  183/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  39 Batch  184/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.014
Epoch  39 Batch  185/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.013
Epoch  39 Batch  186/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.011
Epoch  39 Batch  187/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.011
Epoch  39 Batch  188/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.010
Epoch  39 Batch  189/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.012
Epoch  39 Batch  190/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.012
Epoch  39 Batch  191/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.011
Epoch  39 Batch  192/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.011
Epoch  39 Batch  193/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.011
Epoch  39 Batch  194/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.011
Epoch  39 Batch  195/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.009
Epoch  39 Batch  196/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.012
Epoch  39 Batch  197/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.011
Epoch  39 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.011
Epoch  39 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.010
Epoch  39 Batch  200/269 - Train Accuracy:  0.975, Validation Accuracy:  0.954, Loss:  0.010
Epoch  39 Batch  201/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.011
Epoch  39 Batch  202/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.012
Epoch  39 Batch  203/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.012
Epoch  39 Batch  204/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.010
Epoch  39 Batch  205/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.010
Epoch  39 Batch  206/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.012
Epoch  39 Batch  207/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.009
Epoch  39 Batch  208/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  39 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  39 Batch  210/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  39 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  39 Batch  212/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.014
Epoch  39 Batch  213/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.010
Epoch  39 Batch  214/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.010
Epoch  39 Batch  215/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.011
Epoch  39 Batch  216/269 - Train Accuracy:  0.954, Validation Accuracy:  0.958, Loss:  0.017
Epoch  39 Batch  217/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.012
Epoch  39 Batch  218/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.009
Epoch  39 Batch  219/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  39 Batch  220/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.012
Epoch  39 Batch  221/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.011
Epoch  39 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.955, Loss:  0.009
Epoch  39 Batch  223/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.009
Epoch  39 Batch  224/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  39 Batch  225/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  39 Batch  226/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  39 Batch  227/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.017
Epoch  39 Batch  228/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  39 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.009
Epoch  39 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  39 Batch  231/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  39 Batch  232/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.010
Epoch  39 Batch  233/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  39 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  39 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.006
Epoch  39 Batch  236/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  39 Batch  237/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  39 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.009
Epoch  39 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  39 Batch  240/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  39 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.010
Epoch  39 Batch  242/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  39 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  39 Batch  244/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.010
Epoch  39 Batch  245/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  39 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  39 Batch  247/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  39 Batch  248/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  39 Batch  249/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  39 Batch  250/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  39 Batch  251/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  39 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  39 Batch  253/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  39 Batch  254/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  39 Batch  255/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  39 Batch  256/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.008
Epoch  39 Batch  257/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.010
Epoch  39 Batch  258/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  39 Batch  259/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  39 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  39 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  39 Batch  262/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  39 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  39 Batch  264/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.009
Epoch  39 Batch  265/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  39 Batch  266/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  39 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  40 Batch    0/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  40 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  40 Batch    2/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  40 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  40 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  40 Batch    5/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  40 Batch    6/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  40 Batch    7/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.009
Epoch  40 Batch    8/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  40 Batch    9/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.010
Epoch  40 Batch   10/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  40 Batch   11/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  40 Batch   12/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.011
Epoch  40 Batch   13/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  40 Batch   14/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  40 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  40 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  40 Batch   18/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  40 Batch   19/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  40 Batch   20/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch   21/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  40 Batch   22/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  40 Batch   23/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  40 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  40 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  40 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  40 Batch   27/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.009
Epoch  40 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  40 Batch   29/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  40 Batch   30/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  40 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch   32/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  40 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  40 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  40 Batch   35/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.014
Epoch  40 Batch   36/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  40 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  40 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  40 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  40 Batch   40/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  40 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  40 Batch   42/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.007
Epoch  40 Batch   43/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch   44/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  40 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  40 Batch   46/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  40 Batch   47/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  40 Batch   48/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  40 Batch   49/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  40 Batch   50/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  40 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  40 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.006
Epoch  40 Batch   53/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  40 Batch   54/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  40 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  40 Batch   56/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.008
Epoch  40 Batch   57/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  40 Batch   58/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  40 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  40 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  40 Batch   61/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  40 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  40 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  40 Batch   65/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  40 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  40 Batch   68/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.008
Epoch  40 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.010
Epoch  40 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.009
Epoch  40 Batch   71/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch   72/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  40 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  40 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  40 Batch   75/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  40 Batch   76/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  40 Batch   77/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch   78/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  40 Batch   79/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.010
Epoch  40 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  40 Batch   81/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  40 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  40 Batch   83/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.013
Epoch  40 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  40 Batch   85/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.007
Epoch  40 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  40 Batch   88/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch   89/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  40 Batch   90/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  40 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  40 Batch   92/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  40 Batch   93/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.008
Epoch  40 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  40 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch   96/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch   97/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  40 Batch   98/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  40 Batch   99/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.009
Epoch  40 Batch  100/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  40 Batch  101/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.013
Epoch  40 Batch  102/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.008
Epoch  40 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  40 Batch  104/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  40 Batch  105/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  40 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  40 Batch  107/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.009
Epoch  40 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch  109/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch  111/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  40 Batch  112/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  40 Batch  113/269 - Train Accuracy:  0.960, Validation Accuracy:  0.965, Loss:  0.010
Epoch  40 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  40 Batch  115/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  40 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.008
Epoch  40 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.008
Epoch  40 Batch  118/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.009
Epoch  40 Batch  119/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.010
Epoch  40 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  40 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  40 Batch  122/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.009
Epoch  40 Batch  123/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.012
Epoch  40 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  40 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch  126/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  40 Batch  127/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.008
Epoch  40 Batch  128/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  40 Batch  129/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.009
Epoch  40 Batch  130/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.010
Epoch  40 Batch  131/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  40 Batch  132/269 - Train Accuracy:  0.958, Validation Accuracy:  0.969, Loss:  0.010
Epoch  40 Batch  133/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  40 Batch  134/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  40 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  40 Batch  136/269 - Train Accuracy:  0.959, Validation Accuracy:  0.967, Loss:  0.009
Epoch  40 Batch  137/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  40 Batch  138/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  40 Batch  139/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  40 Batch  140/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.012
Epoch  40 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  40 Batch  142/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  40 Batch  143/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  40 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  40 Batch  145/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  40 Batch  146/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.008
Epoch  40 Batch  147/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  40 Batch  148/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  40 Batch  149/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  40 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  40 Batch  151/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.010
Epoch  40 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  40 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  40 Batch  154/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  40 Batch  155/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  40 Batch  156/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.009
Epoch  40 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  40 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  40 Batch  159/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  40 Batch  160/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  40 Batch  162/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  40 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch  164/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  40 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  40 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  40 Batch  167/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  40 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  40 Batch  169/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  40 Batch  170/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  40 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  40 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  40 Batch  173/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  40 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  40 Batch  175/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.015
Epoch  40 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  40 Batch  177/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  40 Batch  178/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  40 Batch  179/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  40 Batch  180/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  40 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  40 Batch  182/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  40 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  40 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.009
Epoch  40 Batch  185/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  40 Batch  186/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.008
Epoch  40 Batch  187/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  40 Batch  188/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch  189/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch  190/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  40 Batch  191/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  40 Batch  193/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch  194/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  40 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.007
Epoch  40 Batch  196/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  40 Batch  197/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch  198/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  40 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  40 Batch  200/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.007
Epoch  40 Batch  201/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  40 Batch  202/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  40 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  40 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  40 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  40 Batch  207/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  40 Batch  208/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch  209/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  40 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  40 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  40 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.013
Epoch  40 Batch  213/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch  214/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  40 Batch  215/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.009
Epoch  40 Batch  216/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.014
Epoch  40 Batch  217/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.009
Epoch  40 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  40 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.008
Epoch  40 Batch  220/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.009
Epoch  40 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  40 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.957, Loss:  0.007
Epoch  40 Batch  223/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.008
Epoch  40 Batch  224/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  40 Batch  225/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.007
Epoch  40 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  40 Batch  227/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.014
Epoch  40 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  40 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  40 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  40 Batch  231/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  40 Batch  232/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  40 Batch  233/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.010
Epoch  40 Batch  234/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  40 Batch  235/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.005
Epoch  40 Batch  236/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  40 Batch  237/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  40 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  40 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  40 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  40 Batch  241/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.009
Epoch  40 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  40 Batch  243/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  40 Batch  244/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.009
Epoch  40 Batch  245/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  40 Batch  246/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  40 Batch  247/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  40 Batch  248/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.007
Epoch  40 Batch  249/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  40 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  40 Batch  251/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  40 Batch  252/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.006
Epoch  40 Batch  253/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  40 Batch  254/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  40 Batch  255/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  40 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.007
Epoch  40 Batch  257/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  40 Batch  258/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.008
Epoch  40 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  40 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  40 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  40 Batch  262/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  40 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  40 Batch  264/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  40 Batch  265/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  40 Batch  266/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  40 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  41 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  41 Batch    1/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  41 Batch    2/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.009
Epoch  41 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  41 Batch    4/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  41 Batch    5/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  41 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.006
Epoch  41 Batch    7/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.008
Epoch  41 Batch    8/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  41 Batch    9/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  41 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  41 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  41 Batch   12/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  41 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  41 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  41 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  41 Batch   16/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  41 Batch   17/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  41 Batch   18/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  41 Batch   19/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  41 Batch   20/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.007
Epoch  41 Batch   21/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch   22/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  41 Batch   23/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  41 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  41 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch   26/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch   27/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.007
Epoch  41 Batch   28/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  41 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  41 Batch   30/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  41 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  41 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  41 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  41 Batch   34/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.006
Epoch  41 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.013
Epoch  41 Batch   36/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  41 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  41 Batch   38/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  41 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  41 Batch   40/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.009
Epoch  41 Batch   41/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  41 Batch   42/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  41 Batch   43/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  41 Batch   44/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  41 Batch   45/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch   46/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  41 Batch   47/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  41 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  41 Batch   49/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  41 Batch   50/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.010
Epoch  41 Batch   51/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  41 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.005
Epoch  41 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  41 Batch   54/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.006
Epoch  41 Batch   55/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  41 Batch   56/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.007
Epoch  41 Batch   57/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  41 Batch   58/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  41 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  41 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  41 Batch   61/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.008
Epoch  41 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  41 Batch   63/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  41 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.006
Epoch  41 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  41 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  41 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.010
Epoch  41 Batch   68/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.008
Epoch  41 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.010
Epoch  41 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  41 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  41 Batch   72/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  41 Batch   73/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  41 Batch   74/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  41 Batch   75/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  41 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.007
Epoch  41 Batch   77/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  41 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  41 Batch   79/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch   80/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  41 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch   82/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  41 Batch   83/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  41 Batch   84/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  41 Batch   85/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.007
Epoch  41 Batch   86/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.007
Epoch  41 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  41 Batch   88/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  41 Batch   89/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.008
Epoch  41 Batch   90/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  41 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.006
Epoch  41 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  41 Batch   94/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  41 Batch   95/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  41 Batch   96/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  41 Batch   97/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  41 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  41 Batch   99/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.008
Epoch  41 Batch  100/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  41 Batch  101/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  41 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  41 Batch  103/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  41 Batch  104/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch  105/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  41 Batch  106/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.008
Epoch  41 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  41 Batch  109/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  41 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  41 Batch  111/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  41 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  41 Batch  113/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.009
Epoch  41 Batch  114/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch  115/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  41 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.007
Epoch  41 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.007
Epoch  41 Batch  118/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.009
Epoch  41 Batch  119/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.010
Epoch  41 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  41 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.007
Epoch  41 Batch  122/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.008
Epoch  41 Batch  123/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.011
Epoch  41 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  41 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  41 Batch  126/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.008
Epoch  41 Batch  127/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.008
Epoch  41 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  41 Batch  129/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  41 Batch  130/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.009
Epoch  41 Batch  131/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.010
Epoch  41 Batch  132/269 - Train Accuracy:  0.960, Validation Accuracy:  0.967, Loss:  0.009
Epoch  41 Batch  133/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  41 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  41 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  41 Batch  136/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.008
Epoch  41 Batch  137/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.010
Epoch  41 Batch  138/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  41 Batch  139/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  41 Batch  140/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  41 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  41 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  41 Batch  143/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  41 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  41 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  41 Batch  146/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  41 Batch  147/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  41 Batch  148/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch  149/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  41 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  41 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.010
Epoch  41 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  41 Batch  153/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  41 Batch  154/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  41 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch  156/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  41 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  41 Batch  158/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  41 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  41 Batch  160/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  41 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  41 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  41 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.008
Epoch  41 Batch  164/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  41 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  41 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  41 Batch  167/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  41 Batch  169/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  41 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  41 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  41 Batch  172/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.008
Epoch  41 Batch  173/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  41 Batch  175/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.014
Epoch  41 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  41 Batch  177/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  41 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  41 Batch  179/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  41 Batch  180/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.007
Epoch  41 Batch  181/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  41 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  41 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  41 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.008
Epoch  41 Batch  185/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.008
Epoch  41 Batch  186/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.007
Epoch  41 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  41 Batch  188/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  41 Batch  189/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  41 Batch  190/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  41 Batch  191/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  41 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  41 Batch  193/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.007
Epoch  41 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.008
Epoch  41 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.006
Epoch  41 Batch  196/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  41 Batch  197/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  41 Batch  198/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  41 Batch  199/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  41 Batch  200/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  41 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  41 Batch  202/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.008
Epoch  41 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  41 Batch  204/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  41 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.007
Epoch  41 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.009
Epoch  41 Batch  207/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.007
Epoch  41 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  41 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  41 Batch  210/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  41 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  41 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch  213/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.008
Epoch  41 Batch  214/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  41 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  41 Batch  216/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.013
Epoch  41 Batch  217/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch  218/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.005
Epoch  41 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  41 Batch  220/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.008
Epoch  41 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  41 Batch  222/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.006
Epoch  41 Batch  223/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.007
Epoch  41 Batch  224/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  41 Batch  225/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  41 Batch  226/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.009
Epoch  41 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.014
Epoch  41 Batch  228/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  41 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  41 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  41 Batch  231/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  41 Batch  232/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  41 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  41 Batch  234/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  41 Batch  235/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.005
Epoch  41 Batch  236/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.007
Epoch  41 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  41 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  41 Batch  239/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  41 Batch  240/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  41 Batch  241/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  41 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  41 Batch  243/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  41 Batch  244/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  41 Batch  245/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  41 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  41 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  41 Batch  248/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.007
Epoch  41 Batch  249/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  41 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  41 Batch  251/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  41 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  41 Batch  253/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  41 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  41 Batch  255/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  41 Batch  256/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.007
Epoch  41 Batch  257/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  41 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  41 Batch  259/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  41 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  41 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  41 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  41 Batch  263/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  41 Batch  264/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  41 Batch  265/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  41 Batch  266/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  41 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  42 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  42 Batch    3/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  42 Batch    4/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  42 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  42 Batch    6/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  42 Batch    7/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  42 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  42 Batch    9/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  42 Batch   11/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  42 Batch   12/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  42 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  42 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  42 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  42 Batch   16/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  42 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  42 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  42 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.007
Epoch  42 Batch   20/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.007
Epoch  42 Batch   21/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  42 Batch   22/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  42 Batch   23/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  42 Batch   24/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  42 Batch   25/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  42 Batch   26/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  42 Batch   27/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  42 Batch   28/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  42 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  42 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.008
Epoch  42 Batch   31/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  42 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  42 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  42 Batch   34/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  42 Batch   35/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.012
Epoch  42 Batch   36/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  42 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  42 Batch   38/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  42 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  42 Batch   40/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  42 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  42 Batch   42/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  42 Batch   43/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  42 Batch   44/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  42 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  42 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  42 Batch   47/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  42 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  42 Batch   49/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  42 Batch   50/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  42 Batch   51/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.006
Epoch  42 Batch   52/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.005
Epoch  42 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch   54/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  42 Batch   55/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.007
Epoch  42 Batch   56/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.007
Epoch  42 Batch   57/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  42 Batch   58/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  42 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  42 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  42 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.008
Epoch  42 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  42 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  42 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  42 Batch   65/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  42 Batch   66/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  42 Batch   67/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  42 Batch   68/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  42 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  42 Batch   70/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  42 Batch   72/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch   73/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  42 Batch   74/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  42 Batch   75/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  42 Batch   76/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  42 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  42 Batch   78/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.008
Epoch  42 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  42 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch   82/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  42 Batch   83/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  42 Batch   84/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch   85/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.007
Epoch  42 Batch   86/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.006
Epoch  42 Batch   87/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.006
Epoch  42 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  42 Batch   89/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch   90/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  42 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  42 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  42 Batch   93/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  42 Batch   94/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  42 Batch   95/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  42 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  42 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  42 Batch   98/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  42 Batch   99/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  42 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  42 Batch  101/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.012
Epoch  42 Batch  102/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  42 Batch  103/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  42 Batch  104/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  42 Batch  105/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch  106/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.008
Epoch  42 Batch  107/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.008
Epoch  42 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  42 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  42 Batch  110/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  42 Batch  111/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch  112/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  42 Batch  113/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.009
Epoch  42 Batch  114/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch  115/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  42 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.007
Epoch  42 Batch  117/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.006
Epoch  42 Batch  118/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.008
Epoch  42 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.009
Epoch  42 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  42 Batch  121/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.006
Epoch  42 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.008
Epoch  42 Batch  123/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.011
Epoch  42 Batch  124/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  42 Batch  125/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  42 Batch  126/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.008
Epoch  42 Batch  127/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.008
Epoch  42 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.007
Epoch  42 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch  130/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  42 Batch  131/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.009
Epoch  42 Batch  132/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.009
Epoch  42 Batch  133/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  42 Batch  135/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  42 Batch  136/269 - Train Accuracy:  0.963, Validation Accuracy:  0.970, Loss:  0.008
Epoch  42 Batch  137/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.010
Epoch  42 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  42 Batch  139/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  42 Batch  140/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  42 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch  142/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  42 Batch  143/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  42 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  42 Batch  145/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  42 Batch  146/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.008
Epoch  42 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  42 Batch  148/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  42 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  42 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  42 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.009
Epoch  42 Batch  152/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  42 Batch  153/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  42 Batch  155/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  42 Batch  158/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  42 Batch  159/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  42 Batch  161/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.007
Epoch  42 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  42 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  42 Batch  164/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  42 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.006
Epoch  42 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  42 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  42 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.006
Epoch  42 Batch  170/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  42 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  42 Batch  172/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.008
Epoch  42 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  42 Batch  174/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  42 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.013
Epoch  42 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  42 Batch  177/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  42 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  42 Batch  179/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  42 Batch  180/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch  181/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  42 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  42 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  42 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.008
Epoch  42 Batch  185/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch  186/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  42 Batch  187/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  42 Batch  188/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch  189/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  42 Batch  190/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.008
Epoch  42 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  42 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.006
Epoch  42 Batch  193/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.007
Epoch  42 Batch  194/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  42 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  42 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.006
Epoch  42 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  42 Batch  199/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  42 Batch  200/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.006
Epoch  42 Batch  201/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  42 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  42 Batch  203/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  42 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  42 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  42 Batch  206/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  42 Batch  207/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  42 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  42 Batch  209/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  42 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  42 Batch  211/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch  213/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch  215/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  42 Batch  217/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  42 Batch  218/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.005
Epoch  42 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  42 Batch  220/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.008
Epoch  42 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  42 Batch  222/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.006
Epoch  42 Batch  223/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.007
Epoch  42 Batch  224/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  42 Batch  225/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  42 Batch  226/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  42 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.014
Epoch  42 Batch  228/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  42 Batch  229/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  42 Batch  230/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  42 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  42 Batch  232/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.008
Epoch  42 Batch  233/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  42 Batch  234/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  42 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  42 Batch  236/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.007
Epoch  42 Batch  237/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch  238/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch  239/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  42 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  42 Batch  241/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  42 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  42 Batch  243/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  42 Batch  244/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  42 Batch  245/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  42 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.008
Epoch  42 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  42 Batch  248/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.007
Epoch  42 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  42 Batch  250/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  42 Batch  251/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  42 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  42 Batch  253/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  42 Batch  255/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  42 Batch  256/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.007
Epoch  42 Batch  257/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  42 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  42 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  42 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  42 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  42 Batch  262/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch  263/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  42 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  42 Batch  265/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  42 Batch  266/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  42 Batch  267/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  43 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  43 Batch    1/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  43 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  43 Batch    3/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  43 Batch    4/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  43 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  43 Batch    6/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  43 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  43 Batch    8/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.009
Epoch  43 Batch    9/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  43 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  43 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  43 Batch   12/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  43 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  43 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  43 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  43 Batch   16/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  43 Batch   17/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  43 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  43 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  43 Batch   20/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.006
Epoch  43 Batch   21/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  43 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  43 Batch   23/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch   24/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  43 Batch   25/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  43 Batch   26/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  43 Batch   27/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  43 Batch   28/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  43 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.007
Epoch  43 Batch   30/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.008
Epoch  43 Batch   31/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  43 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  43 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  43 Batch   34/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  43 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.012
Epoch  43 Batch   36/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  43 Batch   37/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch   38/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  43 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  43 Batch   40/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  43 Batch   41/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  43 Batch   42/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  43 Batch   43/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  43 Batch   44/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.008
Epoch  43 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  43 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.005
Epoch  43 Batch   47/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  43 Batch   48/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  43 Batch   49/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  43 Batch   50/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  43 Batch   51/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.006
Epoch  43 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  43 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  43 Batch   54/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  43 Batch   55/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.007
Epoch  43 Batch   56/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.006
Epoch  43 Batch   57/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.008
Epoch  43 Batch   58/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  43 Batch   59/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.005
Epoch  43 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch   61/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch   62/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  43 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.006
Epoch  43 Batch   65/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.006
Epoch  43 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.008
Epoch  43 Batch   67/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  43 Batch   68/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  43 Batch   69/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  43 Batch   70/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  43 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  43 Batch   72/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  43 Batch   73/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  43 Batch   74/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  43 Batch   75/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  43 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.007
Epoch  43 Batch   77/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  43 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  43 Batch   79/269 - Train Accuracy:  0.963, Validation Accuracy:  0.970, Loss:  0.008
Epoch  43 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  43 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch   82/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  43 Batch   83/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  43 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  43 Batch   85/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  43 Batch   86/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  43 Batch   87/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  43 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  43 Batch   89/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  43 Batch   90/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.007
Epoch  43 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  43 Batch   92/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  43 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  43 Batch   94/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  43 Batch   95/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  43 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  43 Batch   97/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  43 Batch   98/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  43 Batch   99/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  43 Batch  101/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  43 Batch  102/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  43 Batch  103/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  43 Batch  104/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  43 Batch  105/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  43 Batch  106/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  43 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  43 Batch  109/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  43 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  43 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  43 Batch  112/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  43 Batch  113/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.009
Epoch  43 Batch  114/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  43 Batch  115/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.007
Epoch  43 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  43 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  43 Batch  118/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.008
Epoch  43 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  43 Batch  120/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  43 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.006
Epoch  43 Batch  122/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.008
Epoch  43 Batch  123/269 - Train Accuracy:  0.959, Validation Accuracy:  0.963, Loss:  0.011
Epoch  43 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  43 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  43 Batch  126/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.007
Epoch  43 Batch  127/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.008
Epoch  43 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  43 Batch  129/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  43 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  43 Batch  131/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.009
Epoch  43 Batch  132/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.008
Epoch  43 Batch  133/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  43 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.009
Epoch  43 Batch  135/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.006
Epoch  43 Batch  136/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.008
Epoch  43 Batch  137/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  43 Batch  138/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  43 Batch  139/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.006
Epoch  43 Batch  140/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  43 Batch  141/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  43 Batch  142/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  43 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  43 Batch  144/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  43 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  43 Batch  146/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch  147/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  43 Batch  148/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  43 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  43 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  43 Batch  151/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  43 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  43 Batch  153/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  43 Batch  154/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  43 Batch  155/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  43 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  43 Batch  157/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  43 Batch  158/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  43 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  43 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  43 Batch  161/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  43 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  43 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  43 Batch  164/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  43 Batch  165/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  43 Batch  166/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.006
Epoch  43 Batch  167/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  43 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  43 Batch  169/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  43 Batch  170/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  43 Batch  172/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.008
Epoch  43 Batch  173/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  43 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.008
Epoch  43 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.013
Epoch  43 Batch  176/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  43 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  43 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  43 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  43 Batch  180/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  43 Batch  181/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  43 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  43 Batch  183/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  43 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.008
Epoch  43 Batch  185/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.007
Epoch  43 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  43 Batch  187/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  43 Batch  188/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  43 Batch  189/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.007
Epoch  43 Batch  190/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.007
Epoch  43 Batch  191/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  43 Batch  192/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  43 Batch  193/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.007
Epoch  43 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  43 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  43 Batch  196/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.008
Epoch  43 Batch  197/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.007
Epoch  43 Batch  198/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  43 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  43 Batch  200/269 - Train Accuracy:  0.979, Validation Accuracy:  0.959, Loss:  0.006
Epoch  43 Batch  201/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  43 Batch  202/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  43 Batch  203/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  43 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  43 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  43 Batch  206/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  43 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  43 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  43 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  43 Batch  210/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.006
Epoch  43 Batch  211/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  43 Batch  212/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  43 Batch  213/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.007
Epoch  43 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  43 Batch  215/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  43 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  43 Batch  217/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.008
Epoch  43 Batch  218/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.005
Epoch  43 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  43 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  43 Batch  221/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  43 Batch  222/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.006
Epoch  43 Batch  223/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.007
Epoch  43 Batch  224/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  43 Batch  225/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  43 Batch  226/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.013
Epoch  43 Batch  228/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.006
Epoch  43 Batch  229/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  43 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  43 Batch  231/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  43 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  43 Batch  233/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  43 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  43 Batch  235/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.004
Epoch  43 Batch  236/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.006
Epoch  43 Batch  237/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  43 Batch  238/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  43 Batch  239/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  43 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch  241/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.008
Epoch  43 Batch  242/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  43 Batch  243/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  43 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  43 Batch  245/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  43 Batch  246/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  43 Batch  247/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  43 Batch  248/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.006
Epoch  43 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  43 Batch  250/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.007
Epoch  43 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  43 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  43 Batch  253/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  43 Batch  254/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.007
Epoch  43 Batch  255/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  43 Batch  256/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  43 Batch  257/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  43 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  43 Batch  259/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.009
Epoch  43 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  43 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  43 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  43 Batch  263/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  43 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  43 Batch  265/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  43 Batch  266/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  43 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  44 Batch    0/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  44 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  44 Batch    2/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  44 Batch    3/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  44 Batch    4/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  44 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  44 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.005
Epoch  44 Batch    7/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  44 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  44 Batch    9/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.008
Epoch  44 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.006
Epoch  44 Batch   11/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  44 Batch   12/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  44 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  44 Batch   14/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  44 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  44 Batch   16/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  44 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  44 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  44 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.006
Epoch  44 Batch   20/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.006
Epoch  44 Batch   21/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  44 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  44 Batch   23/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  44 Batch   24/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  44 Batch   25/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  44 Batch   26/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  44 Batch   27/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  44 Batch   28/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  44 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  44 Batch   30/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.008
Epoch  44 Batch   31/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.006
Epoch  44 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  44 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  44 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  44 Batch   35/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.012
Epoch  44 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  44 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  44 Batch   38/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.006
Epoch  44 Batch   39/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  44 Batch   40/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  44 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  44 Batch   42/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  44 Batch   43/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  44 Batch   44/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  44 Batch   45/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  44 Batch   46/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  44 Batch   47/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  44 Batch   48/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  44 Batch   49/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  44 Batch   50/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  44 Batch   51/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.005
Epoch  44 Batch   52/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  44 Batch   53/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  44 Batch   54/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  44 Batch   55/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.008
Epoch  44 Batch   56/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.006
Epoch  44 Batch   57/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  44 Batch   58/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  44 Batch   59/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.005
Epoch  44 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  44 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  44 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  44 Batch   63/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  44 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.005
Epoch  44 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.006
Epoch  44 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.007
Epoch  44 Batch   67/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  44 Batch   68/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  44 Batch   69/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  44 Batch   70/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  44 Batch   71/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  44 Batch   72/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  44 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.007
Epoch  44 Batch   74/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  44 Batch   75/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  44 Batch   76/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  44 Batch   77/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  44 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  44 Batch   79/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.007
Epoch  44 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  44 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  44 Batch   82/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.005
Epoch  44 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.010
Epoch  44 Batch   84/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  44 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  44 Batch   86/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  44 Batch   87/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  44 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  44 Batch   89/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  44 Batch   90/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.007
Epoch  44 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  44 Batch   92/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  44 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  44 Batch   94/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  44 Batch   95/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  44 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  44 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  44 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  44 Batch   99/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.007
Epoch  44 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  44 Batch  101/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.011
Epoch  44 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.006
Epoch  44 Batch  103/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  44 Batch  104/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  44 Batch  105/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  44 Batch  106/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.008
Epoch  44 Batch  107/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.007
Epoch  44 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  44 Batch  109/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  44 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  44 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  44 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  44 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.008
Epoch  44 Batch  114/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  44 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  44 Batch  116/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.006
Epoch  44 Batch  117/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.006
Epoch  44 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  44 Batch  119/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  44 Batch  120/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  44 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.006
Epoch  44 Batch  122/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.008
Epoch  44 Batch  123/269 - Train Accuracy:  0.961, Validation Accuracy:  0.966, Loss:  0.010
Epoch  44 Batch  124/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  44 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  44 Batch  126/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  44 Batch  127/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.008
Epoch  44 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  44 Batch  129/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  44 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  44 Batch  131/269 - Train Accuracy:  0.963, Validation Accuracy:  0.969, Loss:  0.009
Epoch  44 Batch  132/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.008
Epoch  44 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.007
Epoch  44 Batch  134/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  44 Batch  135/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.006
Epoch  44 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.008
Epoch  44 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  44 Batch  138/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  44 Batch  139/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  44 Batch  140/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  44 Batch  141/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.006
Epoch  44 Batch  142/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  44 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  44 Batch  144/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  44 Batch  145/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  44 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  44 Batch  147/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  44 Batch  148/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  44 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  44 Batch  150/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.009
Epoch  44 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  44 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  44 Batch  153/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  44 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  44 Batch  155/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  44 Batch  156/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  44 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  44 Batch  158/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  44 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  44 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  44 Batch  161/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  44 Batch  162/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  44 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  44 Batch  164/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.007
Epoch  44 Batch  165/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  44 Batch  166/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.006
Epoch  44 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  44 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  44 Batch  169/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  44 Batch  170/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  44 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  44 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  44 Batch  173/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  44 Batch  174/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  44 Batch  175/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  44 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  44 Batch  177/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  44 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  44 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  44 Batch  180/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  44 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  44 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  44 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  44 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.008
Epoch  44 Batch  185/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.007
Epoch  44 Batch  186/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.006
Epoch  44 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  44 Batch  188/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  44 Batch  189/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.007
Epoch  44 Batch  190/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  44 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  44 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  44 Batch  193/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.006
Epoch  44 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  44 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  44 Batch  196/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.007
Epoch  44 Batch  197/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.007
Epoch  44 Batch  198/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.007
Epoch  44 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  44 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  44 Batch  201/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  44 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  44 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  44 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  44 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.006
Epoch  44 Batch  206/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  44 Batch  207/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  44 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  44 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  44 Batch  210/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.005
Epoch  44 Batch  211/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  44 Batch  212/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  44 Batch  213/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.007
Epoch  44 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  44 Batch  215/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  44 Batch  216/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  44 Batch  217/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  44 Batch  218/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.005
Epoch  44 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  44 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  44 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  44 Batch  222/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  44 Batch  223/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.006
Epoch  44 Batch  224/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  44 Batch  225/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.006
Epoch  44 Batch  226/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  44 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.013
Epoch  44 Batch  228/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  44 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  44 Batch  230/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  44 Batch  231/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  44 Batch  232/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  44 Batch  233/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.008
Epoch  44 Batch  234/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  44 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  44 Batch  236/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  44 Batch  237/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  44 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  44 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  44 Batch  240/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  44 Batch  241/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.008
Epoch  44 Batch  242/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.007
Epoch  44 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.006
Epoch  44 Batch  244/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.008
Epoch  44 Batch  245/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  44 Batch  246/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.008
Epoch  44 Batch  247/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  44 Batch  248/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  44 Batch  249/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  44 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.006
Epoch  44 Batch  251/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  44 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  44 Batch  253/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.007
Epoch  44 Batch  254/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.008
Epoch  44 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  44 Batch  256/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  44 Batch  257/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  44 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  44 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  44 Batch  260/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  44 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  44 Batch  262/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  44 Batch  263/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.007
Epoch  44 Batch  264/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.007
Epoch  44 Batch  265/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  44 Batch  266/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  44 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.008
Epoch  45 Batch    1/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  45 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  45 Batch    4/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  45 Batch    5/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch    6/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  45 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  45 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.009
Epoch  45 Batch    9/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  45 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  45 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  45 Batch   12/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  45 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  45 Batch   14/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch   15/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  45 Batch   16/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  45 Batch   17/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  45 Batch   18/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  45 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.006
Epoch  45 Batch   20/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.006
Epoch  45 Batch   21/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  45 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  45 Batch   23/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  45 Batch   24/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.006
Epoch  45 Batch   25/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  45 Batch   26/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.007
Epoch  45 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.006
Epoch  45 Batch   28/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  45 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  45 Batch   30/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  45 Batch   31/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.006
Epoch  45 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  45 Batch   33/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.006
Epoch  45 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  45 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  45 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  45 Batch   37/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  45 Batch   38/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.005
Epoch  45 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  45 Batch   40/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  45 Batch   41/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  45 Batch   42/269 - Train Accuracy:  0.979, Validation Accuracy:  0.958, Loss:  0.005
Epoch  45 Batch   43/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  45 Batch   44/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  45 Batch   45/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  45 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.005
Epoch  45 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  45 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  45 Batch   49/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  45 Batch   50/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  45 Batch   51/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  45 Batch   52/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  45 Batch   53/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  45 Batch   54/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  45 Batch   55/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch   56/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.006
Epoch  45 Batch   57/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  45 Batch   58/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  45 Batch   59/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  45 Batch   60/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  45 Batch   61/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  45 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  45 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  45 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  45 Batch   65/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  45 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  45 Batch   67/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.008
Epoch  45 Batch   68/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  45 Batch   69/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  45 Batch   70/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  45 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  45 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  45 Batch   73/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  45 Batch   74/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  45 Batch   75/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  45 Batch   76/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  45 Batch   77/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  45 Batch   78/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  45 Batch   79/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch   80/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  45 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  45 Batch   82/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.005
Epoch  45 Batch   83/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.010
Epoch  45 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  45 Batch   85/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  45 Batch   86/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  45 Batch   87/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  45 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  45 Batch   89/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.007
Epoch  45 Batch   90/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  45 Batch   92/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  45 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.007
Epoch  45 Batch   94/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  45 Batch   95/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  45 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  45 Batch   97/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  45 Batch   98/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  45 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  45 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  45 Batch  102/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  45 Batch  103/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  45 Batch  104/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  45 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  45 Batch  106/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  45 Batch  108/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  45 Batch  109/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  45 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  45 Batch  111/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  45 Batch  112/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.007
Epoch  45 Batch  114/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  45 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  45 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  45 Batch  117/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.006
Epoch  45 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  45 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.007
Epoch  45 Batch  120/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  45 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.005
Epoch  45 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.008
Epoch  45 Batch  123/269 - Train Accuracy:  0.958, Validation Accuracy:  0.965, Loss:  0.010
Epoch  45 Batch  124/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  45 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  45 Batch  126/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.007
Epoch  45 Batch  127/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.008
Epoch  45 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  45 Batch  129/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  45 Batch  131/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.009
Epoch  45 Batch  132/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  45 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  45 Batch  134/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  45 Batch  135/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  45 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.007
Epoch  45 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  45 Batch  138/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  45 Batch  139/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  45 Batch  140/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  45 Batch  141/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  45 Batch  142/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  45 Batch  143/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  45 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.006
Epoch  45 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  45 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.009
Epoch  45 Batch  148/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  45 Batch  149/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  45 Batch  150/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  45 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  45 Batch  152/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch  153/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  45 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch  155/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  45 Batch  156/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  45 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  45 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  45 Batch  159/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  45 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  45 Batch  161/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  45 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  45 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  45 Batch  164/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.006
Epoch  45 Batch  165/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  45 Batch  166/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  45 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  45 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  45 Batch  169/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  45 Batch  170/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  45 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch  172/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.007
Epoch  45 Batch  173/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  45 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  45 Batch  175/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.012
Epoch  45 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  45 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.006
Epoch  45 Batch  179/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.006
Epoch  45 Batch  180/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  45 Batch  181/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  45 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  45 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  45 Batch  185/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.006
Epoch  45 Batch  186/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  45 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  45 Batch  188/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  45 Batch  189/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  45 Batch  190/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.007
Epoch  45 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  45 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  45 Batch  193/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.006
Epoch  45 Batch  194/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  45 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  45 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  45 Batch  197/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.006
Epoch  45 Batch  198/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  45 Batch  199/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  45 Batch  200/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  45 Batch  201/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  45 Batch  202/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  45 Batch  203/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  45 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  45 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  45 Batch  206/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  45 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  45 Batch  208/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  45 Batch  209/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  45 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  45 Batch  211/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  45 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  45 Batch  213/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.007
Epoch  45 Batch  214/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.007
Epoch  45 Batch  215/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.007
Epoch  45 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  45 Batch  217/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  45 Batch  218/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  45 Batch  219/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  45 Batch  220/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  45 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  45 Batch  222/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  45 Batch  223/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.007
Epoch  45 Batch  224/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  45 Batch  225/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.006
Epoch  45 Batch  226/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  45 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.012
Epoch  45 Batch  228/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  45 Batch  229/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  45 Batch  230/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  45 Batch  231/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  45 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.008
Epoch  45 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.008
Epoch  45 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  45 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.004
Epoch  45 Batch  236/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.006
Epoch  45 Batch  237/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  45 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  45 Batch  239/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  45 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  45 Batch  241/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.008
Epoch  45 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  45 Batch  243/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.006
Epoch  45 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  45 Batch  245/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  45 Batch  246/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  45 Batch  247/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  45 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  45 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  45 Batch  250/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  45 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  45 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.006
Epoch  45 Batch  253/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  45 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  45 Batch  255/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  45 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  45 Batch  257/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  45 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  45 Batch  259/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  45 Batch  260/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.006
Epoch  45 Batch  261/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  45 Batch  262/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  45 Batch  263/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  45 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.007
Epoch  45 Batch  265/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  45 Batch  266/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.005
Epoch  45 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  46 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  46 Batch    1/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  46 Batch    2/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  46 Batch    3/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  46 Batch    4/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.006
Epoch  46 Batch    5/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.007
Epoch  46 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  46 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.006
Epoch  46 Batch    8/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.008
Epoch  46 Batch    9/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.007
Epoch  46 Batch   10/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.006
Epoch  46 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  46 Batch   12/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  46 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  46 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  46 Batch   15/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  46 Batch   16/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  46 Batch   17/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  46 Batch   18/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  46 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.006
Epoch  46 Batch   20/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.006
Epoch  46 Batch   21/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  46 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  46 Batch   23/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  46 Batch   24/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  46 Batch   25/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.007
Epoch  46 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.007
Epoch  46 Batch   27/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  46 Batch   28/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  46 Batch   29/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.007
Epoch  46 Batch   30/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  46 Batch   31/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.006
Epoch  46 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  46 Batch   33/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  46 Batch   34/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  46 Batch   35/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.012
Epoch  46 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  46 Batch   37/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.008
Epoch  46 Batch   38/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.005
Epoch  46 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  46 Batch   40/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  46 Batch   41/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  46 Batch   42/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.006
Epoch  46 Batch   43/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  46 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  46 Batch   45/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  46 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.005
Epoch  46 Batch   47/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  46 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  46 Batch   49/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  46 Batch   50/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  46 Batch   51/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  46 Batch   52/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  46 Batch   53/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  46 Batch   54/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  46 Batch   55/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  46 Batch   56/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.006
Epoch  46 Batch   57/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  46 Batch   58/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  46 Batch   59/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  46 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  46 Batch   61/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  46 Batch   62/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  46 Batch   63/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.008
Epoch  46 Batch   64/269 - Train Accuracy:  0.979, Validation Accuracy:  0.975, Loss:  0.005
Epoch  46 Batch   65/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.006
Epoch  46 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.007
Epoch  46 Batch   67/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.008
Epoch  46 Batch   68/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.006
Epoch  46 Batch   69/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  46 Batch   70/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  46 Batch   71/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  46 Batch   72/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  46 Batch   73/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  46 Batch   74/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  46 Batch   75/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  46 Batch   76/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  46 Batch   77/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  46 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  46 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.007
Epoch  46 Batch   80/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.006
Epoch  46 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  46 Batch   82/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.004
Epoch  46 Batch   83/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  46 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  46 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  46 Batch   86/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  46 Batch   87/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  46 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  46 Batch   89/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  46 Batch   90/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  46 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  46 Batch   92/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  46 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.006
Epoch  46 Batch   94/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  46 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  46 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.007
Epoch  46 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.974, Loss:  0.008
Epoch  46 Batch   98/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  46 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  46 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  46 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  46 Batch  102/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  46 Batch  103/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.007
Epoch  46 Batch  104/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  46 Batch  105/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  46 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.006
Epoch  46 Batch  107/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.006
Epoch  46 Batch  108/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  46 Batch  109/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  46 Batch  110/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.006
Epoch  46 Batch  111/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  46 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  46 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.007
Epoch  46 Batch  114/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  46 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  46 Batch  116/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.006
Epoch  46 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.006
Epoch  46 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  46 Batch  119/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.007
Epoch  46 Batch  120/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  46 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.006
Epoch  46 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.007
Epoch  46 Batch  123/269 - Train Accuracy:  0.960, Validation Accuracy:  0.965, Loss:  0.010
Epoch  46 Batch  124/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  46 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  46 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  46 Batch  127/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  46 Batch  128/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  46 Batch  129/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  46 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  46 Batch  131/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.009
Epoch  46 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.007
Epoch  46 Batch  133/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  46 Batch  134/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  46 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  46 Batch  136/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.007
Epoch  46 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  46 Batch  138/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  46 Batch  139/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  46 Batch  140/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  46 Batch  141/269 - Train Accuracy:  0.983, Validation Accuracy:  0.960, Loss:  0.006
Epoch  46 Batch  142/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  46 Batch  143/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  46 Batch  144/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.006
Epoch  46 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  46 Batch  146/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.007
Epoch  46 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.009
Epoch  46 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  46 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  46 Batch  150/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  46 Batch  151/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.008
Epoch  46 Batch  152/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  46 Batch  153/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  46 Batch  154/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  46 Batch  155/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  46 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  46 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  46 Batch  158/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  46 Batch  159/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  46 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  46 Batch  161/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  46 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  46 Batch  163/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  46 Batch  164/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  46 Batch  165/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.007
Epoch  46 Batch  166/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.005
Epoch  46 Batch  167/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  46 Batch  168/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  46 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.005
Epoch  46 Batch  170/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  46 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  46 Batch  172/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.007
Epoch  46 Batch  173/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.007
Epoch  46 Batch  174/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.007
Epoch  46 Batch  175/269 - Train Accuracy:  0.967, Validation Accuracy:  0.972, Loss:  0.012
Epoch  46 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  46 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  46 Batch  178/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  46 Batch  179/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.006
Epoch  46 Batch  180/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.007
Epoch  46 Batch  181/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  46 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  46 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.006
Epoch  46 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.007
Epoch  46 Batch  185/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.007
Epoch  46 Batch  186/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  46 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  46 Batch  188/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.006
Epoch  46 Batch  189/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  46 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  46 Batch  191/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  46 Batch  192/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  46 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  46 Batch  194/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  46 Batch  195/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  46 Batch  196/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.007
Epoch  46 Batch  197/269 - Train Accuracy:  0.978, Validation Accuracy:  0.956, Loss:  0.006
Epoch  46 Batch  198/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.006
Epoch  46 Batch  199/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  46 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.006
Epoch  46 Batch  201/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  46 Batch  202/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  46 Batch  203/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  46 Batch  204/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  46 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  46 Batch  206/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  46 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  46 Batch  208/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  46 Batch  209/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  46 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.005
Epoch  46 Batch  211/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  46 Batch  212/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  46 Batch  213/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.007
Epoch  46 Batch  214/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.007
Epoch  46 Batch  215/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  46 Batch  216/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch  217/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  46 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.005
Epoch  46 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  46 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  46 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  46 Batch  222/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.006
Epoch  46 Batch  223/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.006
Epoch  46 Batch  224/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  46 Batch  225/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.006
Epoch  46 Batch  226/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.007
Epoch  46 Batch  227/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.012
Epoch  46 Batch  228/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  46 Batch  229/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  46 Batch  230/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  46 Batch  231/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  46 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  46 Batch  233/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.007
Epoch  46 Batch  234/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  46 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  46 Batch  236/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.006
Epoch  46 Batch  237/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  46 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  46 Batch  239/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  46 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  46 Batch  241/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  46 Batch  242/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.007
Epoch  46 Batch  243/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  46 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  46 Batch  245/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  46 Batch  246/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  46 Batch  247/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  46 Batch  248/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  46 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  46 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  46 Batch  251/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  46 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  46 Batch  253/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  46 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  46 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  46 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  46 Batch  257/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  46 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  46 Batch  259/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  46 Batch  260/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  46 Batch  261/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  46 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  46 Batch  263/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  46 Batch  264/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  46 Batch  265/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  46 Batch  266/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  46 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  47 Batch    0/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  47 Batch    1/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  47 Batch    2/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  47 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  47 Batch    4/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  47 Batch    5/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  47 Batch    6/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.005
Epoch  47 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.007
Epoch  47 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.009
Epoch  47 Batch    9/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  47 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.006
Epoch  47 Batch   11/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  47 Batch   12/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  47 Batch   13/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.005
Epoch  47 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.007
Epoch  47 Batch   15/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  47 Batch   16/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  47 Batch   17/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  47 Batch   18/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  47 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  47 Batch   20/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  47 Batch   21/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  47 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  47 Batch   23/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  47 Batch   24/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  47 Batch   25/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.007
Epoch  47 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.007
Epoch  47 Batch   27/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  47 Batch   28/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  47 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  47 Batch   30/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  47 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.006
Epoch  47 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.004
Epoch  47 Batch   33/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  47 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  47 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.011
Epoch  47 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  47 Batch   37/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.007
Epoch  47 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.005
Epoch  47 Batch   39/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  47 Batch   40/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  47 Batch   41/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  47 Batch   42/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  47 Batch   43/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  47 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  47 Batch   45/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  47 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.005
Epoch  47 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  47 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  47 Batch   49/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  47 Batch   50/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  47 Batch   51/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  47 Batch   52/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  47 Batch   53/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.006
Epoch  47 Batch   54/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  47 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.007
Epoch  47 Batch   56/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.006
Epoch  47 Batch   57/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  47 Batch   58/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  47 Batch   59/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  47 Batch   60/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  47 Batch   61/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  47 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.008
Epoch  47 Batch   63/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.008
Epoch  47 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.974, Loss:  0.006
Epoch  47 Batch   65/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  47 Batch   66/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  47 Batch   67/269 - Train Accuracy:  0.976, Validation Accuracy:  0.974, Loss:  0.008
Epoch  47 Batch   68/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.007
Epoch  47 Batch   69/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  47 Batch   70/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  47 Batch   71/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  47 Batch   72/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  47 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  47 Batch   74/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.005
Epoch  47 Batch   75/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.007
Epoch  47 Batch   76/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  47 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  47 Batch   78/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  47 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.007
Epoch  47 Batch   80/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.005
Epoch  47 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  47 Batch   82/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.005
Epoch  47 Batch   83/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  47 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  47 Batch   85/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  47 Batch   86/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  47 Batch   87/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.004
Epoch  47 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  47 Batch   89/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.006
Epoch  47 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  47 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  47 Batch   92/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  47 Batch   93/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.006
Epoch  47 Batch   94/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.007
Epoch  47 Batch   95/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.006
Epoch  47 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  47 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  47 Batch   98/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  47 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  47 Batch  100/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  47 Batch  101/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch  102/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  47 Batch  103/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  47 Batch  104/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  47 Batch  105/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  47 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  47 Batch  107/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  47 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  47 Batch  109/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  47 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  47 Batch  111/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  47 Batch  112/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.007
Epoch  47 Batch  113/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  47 Batch  114/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.006
Epoch  47 Batch  115/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.006
Epoch  47 Batch  116/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.006
Epoch  47 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.006
Epoch  47 Batch  118/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  47 Batch  119/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  47 Batch  120/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  47 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.005
Epoch  47 Batch  122/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.007
Epoch  47 Batch  123/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.011
Epoch  47 Batch  124/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  47 Batch  125/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.006
Epoch  47 Batch  126/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.007
Epoch  47 Batch  127/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  47 Batch  128/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  47 Batch  129/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  47 Batch  130/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  47 Batch  131/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.008
Epoch  47 Batch  132/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.008
Epoch  47 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  47 Batch  134/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  47 Batch  135/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.006
Epoch  47 Batch  136/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  47 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  47 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  47 Batch  139/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  47 Batch  140/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  47 Batch  141/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  47 Batch  142/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.006
Epoch  47 Batch  143/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.006
Epoch  47 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  47 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  47 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.006
Epoch  47 Batch  147/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.008
Epoch  47 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  47 Batch  149/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  47 Batch  150/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  47 Batch  151/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  47 Batch  152/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  47 Batch  153/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  47 Batch  154/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  47 Batch  155/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  47 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  47 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  47 Batch  158/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  47 Batch  159/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  47 Batch  160/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  47 Batch  161/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  47 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  47 Batch  163/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  47 Batch  164/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  47 Batch  165/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  47 Batch  166/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  47 Batch  167/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  47 Batch  168/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  47 Batch  169/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  47 Batch  170/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  47 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  47 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  47 Batch  173/269 - Train Accuracy:  0.976, Validation Accuracy:  0.974, Loss:  0.007
Epoch  47 Batch  174/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  47 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  47 Batch  176/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  47 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.006
Epoch  47 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.006
Epoch  47 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  47 Batch  180/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  47 Batch  181/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  47 Batch  182/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  47 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  47 Batch  184/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  47 Batch  185/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.006
Epoch  47 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  47 Batch  187/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  47 Batch  188/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  47 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.006
Epoch  47 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  47 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  47 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  47 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.006
Epoch  47 Batch  194/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  47 Batch  195/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  47 Batch  196/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.006
Epoch  47 Batch  197/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.006
Epoch  47 Batch  198/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.006
Epoch  47 Batch  199/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  47 Batch  200/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.006
Epoch  47 Batch  201/269 - Train Accuracy:  0.980, Validation Accuracy:  0.958, Loss:  0.007
Epoch  47 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  47 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  47 Batch  204/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.006
Epoch  47 Batch  205/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.005
Epoch  47 Batch  206/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  47 Batch  207/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  47 Batch  208/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  47 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  47 Batch  210/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.005
Epoch  47 Batch  211/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  47 Batch  212/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  47 Batch  213/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.007
Epoch  47 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.006
Epoch  47 Batch  215/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  47 Batch  216/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  47 Batch  217/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.007
Epoch  47 Batch  218/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.004
Epoch  47 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.007
Epoch  47 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  47 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.008
Epoch  47 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.957, Loss:  0.006
Epoch  47 Batch  223/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.006
Epoch  47 Batch  224/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  47 Batch  225/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  47 Batch  226/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  47 Batch  227/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.012
Epoch  47 Batch  228/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  47 Batch  229/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  47 Batch  230/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  47 Batch  231/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  47 Batch  232/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  47 Batch  233/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.006
Epoch  47 Batch  234/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  47 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.005
Epoch  47 Batch  236/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.006
Epoch  47 Batch  237/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  47 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  47 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  47 Batch  240/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  47 Batch  241/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.007
Epoch  47 Batch  242/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.006
Epoch  47 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.006
Epoch  47 Batch  244/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  47 Batch  245/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  47 Batch  246/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  47 Batch  247/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  47 Batch  248/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  47 Batch  249/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  47 Batch  250/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  47 Batch  251/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  47 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  47 Batch  253/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  47 Batch  254/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.007
Epoch  47 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  47 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.006
Epoch  47 Batch  257/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  47 Batch  258/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  47 Batch  259/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  47 Batch  260/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  47 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  47 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.007
Epoch  47 Batch  263/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.006
Epoch  47 Batch  264/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  47 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  47 Batch  266/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  47 Batch  267/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  48 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  48 Batch    1/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  48 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  48 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  48 Batch    4/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  48 Batch    5/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  48 Batch    6/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.005
Epoch  48 Batch    7/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  48 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  48 Batch    9/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  48 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.005
Epoch  48 Batch   11/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  48 Batch   12/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  48 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  48 Batch   14/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  48 Batch   15/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  48 Batch   16/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  48 Batch   17/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.006
Epoch  48 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  48 Batch   19/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  48 Batch   20/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  48 Batch   21/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.006
Epoch  48 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  48 Batch   23/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  48 Batch   24/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  48 Batch   25/269 - Train Accuracy:  0.981, Validation Accuracy:  0.974, Loss:  0.006
Epoch  48 Batch   26/269 - Train Accuracy:  0.972, Validation Accuracy:  0.974, Loss:  0.007
Epoch  48 Batch   27/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  48 Batch   28/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  48 Batch   29/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.008
Epoch  48 Batch   30/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  48 Batch   31/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  48 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.004
Epoch  48 Batch   33/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  48 Batch   34/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.005
Epoch  48 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  48 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  48 Batch   37/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  48 Batch   38/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.005
Epoch  48 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  48 Batch   40/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  48 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  48 Batch   42/269 - Train Accuracy:  0.979, Validation Accuracy:  0.958, Loss:  0.005
Epoch  48 Batch   43/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  48 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  48 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  48 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.004
Epoch  48 Batch   47/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  48 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.007
Epoch  48 Batch   49/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  48 Batch   50/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  48 Batch   51/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.005
Epoch  48 Batch   52/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  48 Batch   53/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.006
Epoch  48 Batch   54/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.006
Epoch  48 Batch   55/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  48 Batch   56/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  48 Batch   57/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.008
Epoch  48 Batch   58/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.006
Epoch  48 Batch   59/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  48 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  48 Batch   61/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  48 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.008
Epoch  48 Batch   63/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  48 Batch   64/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.005
Epoch  48 Batch   65/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.005
Epoch  48 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  48 Batch   67/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  48 Batch   68/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  48 Batch   69/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  48 Batch   70/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.007
Epoch  48 Batch   71/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  48 Batch   72/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.007
Epoch  48 Batch   73/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  48 Batch   74/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.005
Epoch  48 Batch   75/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.007
Epoch  48 Batch   76/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.006
Epoch  48 Batch   77/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  48 Batch   78/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.008
Epoch  48 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  48 Batch   81/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  48 Batch   82/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.004
Epoch  48 Batch   83/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  48 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  48 Batch   85/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  48 Batch   86/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  48 Batch   87/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.005
Epoch  48 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  48 Batch   89/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  48 Batch   90/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.007
Epoch  48 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  48 Batch   92/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  48 Batch   93/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  48 Batch   94/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  48 Batch   95/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  48 Batch   96/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  48 Batch   97/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.006
Epoch  48 Batch   98/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.007
Epoch  48 Batch   99/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  48 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  48 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  48 Batch  102/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  48 Batch  103/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch  104/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch  105/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  48 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  48 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  48 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  48 Batch  109/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  48 Batch  110/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.006
Epoch  48 Batch  111/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  48 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch  113/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch  114/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  48 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  48 Batch  116/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.007
Epoch  48 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.006
Epoch  48 Batch  118/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.006
Epoch  48 Batch  119/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  48 Batch  120/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  48 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.007
Epoch  48 Batch  123/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch  124/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  48 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  48 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.006
Epoch  48 Batch  127/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.008
Epoch  48 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  48 Batch  129/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  48 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  48 Batch  131/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  48 Batch  132/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  48 Batch  133/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  48 Batch  134/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  48 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  48 Batch  136/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.007
Epoch  48 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  48 Batch  138/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  48 Batch  139/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.005
Epoch  48 Batch  140/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch  141/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch  142/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  48 Batch  143/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  48 Batch  144/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  48 Batch  145/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  48 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  48 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  48 Batch  148/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.005
Epoch  48 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  48 Batch  150/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  48 Batch  151/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.007
Epoch  48 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  48 Batch  153/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  48 Batch  154/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  48 Batch  155/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  48 Batch  156/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  48 Batch  157/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  48 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  48 Batch  159/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  48 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  48 Batch  161/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  48 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  48 Batch  163/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  48 Batch  164/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  48 Batch  165/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.006
Epoch  48 Batch  166/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.005
Epoch  48 Batch  167/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  48 Batch  168/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  48 Batch  169/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.005
Epoch  48 Batch  170/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.006
Epoch  48 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  48 Batch  172/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.006
Epoch  48 Batch  173/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.006
Epoch  48 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  48 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  48 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  48 Batch  177/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  48 Batch  178/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.006
Epoch  48 Batch  179/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.006
Epoch  48 Batch  180/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  48 Batch  181/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  48 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  48 Batch  183/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  48 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  48 Batch  185/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.007
Epoch  48 Batch  186/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  48 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  48 Batch  188/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.005
Epoch  48 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.007
Epoch  48 Batch  190/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.007
Epoch  48 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  48 Batch  192/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.005
Epoch  48 Batch  193/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  48 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  48 Batch  195/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.004
Epoch  48 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  48 Batch  197/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.006
Epoch  48 Batch  198/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  48 Batch  199/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  48 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.006
Epoch  48 Batch  201/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch  202/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  48 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  48 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  48 Batch  205/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.006
Epoch  48 Batch  206/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  48 Batch  207/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  48 Batch  208/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  48 Batch  209/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  48 Batch  210/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.005
Epoch  48 Batch  211/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  48 Batch  212/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  48 Batch  213/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.006
Epoch  48 Batch  214/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  48 Batch  215/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  48 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  48 Batch  217/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.006
Epoch  48 Batch  218/269 - Train Accuracy:  0.984, Validation Accuracy:  0.959, Loss:  0.005
Epoch  48 Batch  219/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.006
Epoch  48 Batch  220/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch  222/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.005
Epoch  48 Batch  223/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.006
Epoch  48 Batch  224/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  48 Batch  225/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.005
Epoch  48 Batch  226/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  48 Batch  227/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  48 Batch  228/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  48 Batch  229/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  48 Batch  230/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch  231/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  48 Batch  232/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  48 Batch  233/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.006
Epoch  48 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  48 Batch  235/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.005
Epoch  48 Batch  236/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.006
Epoch  48 Batch  237/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  48 Batch  238/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  48 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  48 Batch  240/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.007
Epoch  48 Batch  241/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.007
Epoch  48 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  48 Batch  243/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  48 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.008
Epoch  48 Batch  245/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  48 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  48 Batch  247/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  48 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  48 Batch  249/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.006
Epoch  48 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.006
Epoch  48 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  48 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  48 Batch  253/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  48 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  48 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  48 Batch  256/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  48 Batch  257/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  48 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  48 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  48 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  48 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  48 Batch  263/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.006
Epoch  48 Batch  264/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  48 Batch  266/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.005
Epoch  48 Batch  267/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  49 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  49 Batch    1/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  49 Batch    2/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  49 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  49 Batch    4/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  49 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  49 Batch    6/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  49 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  49 Batch    8/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.008
Epoch  49 Batch    9/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.007
Epoch  49 Batch   10/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.005
Epoch  49 Batch   11/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  49 Batch   12/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch   13/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.005
Epoch  49 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  49 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  49 Batch   16/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch   17/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  49 Batch   18/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.008
Epoch  49 Batch   19/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.005
Epoch  49 Batch   20/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.006
Epoch  49 Batch   21/269 - Train Accuracy:  0.979, Validation Accuracy:  0.974, Loss:  0.006
Epoch  49 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  49 Batch   23/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  49 Batch   24/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.006
Epoch  49 Batch   25/269 - Train Accuracy:  0.979, Validation Accuracy:  0.974, Loss:  0.007
Epoch  49 Batch   26/269 - Train Accuracy:  0.970, Validation Accuracy:  0.974, Loss:  0.007
Epoch  49 Batch   27/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  49 Batch   28/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  49 Batch   29/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.008
Epoch  49 Batch   30/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  49 Batch   31/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.005
Epoch  49 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  49 Batch   33/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.005
Epoch  49 Batch   34/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  49 Batch   35/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  49 Batch   36/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.006
Epoch  49 Batch   37/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.008
Epoch  49 Batch   38/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  49 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.006
Epoch  49 Batch   40/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  49 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  49 Batch   42/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  49 Batch   43/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.006
Epoch  49 Batch   44/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  49 Batch   45/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  49 Batch   46/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.004
Epoch  49 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  49 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  49 Batch   49/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  49 Batch   50/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  49 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.006
Epoch  49 Batch   52/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  49 Batch   53/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.007
Epoch  49 Batch   54/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.006
Epoch  49 Batch   55/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.006
Epoch  49 Batch   56/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.005
Epoch  49 Batch   57/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  49 Batch   58/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  49 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  49 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  49 Batch   61/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  49 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.007
Epoch  49 Batch   63/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.007
Epoch  49 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.006
Epoch  49 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.006
Epoch  49 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  49 Batch   67/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  49 Batch   68/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  49 Batch   69/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  49 Batch   70/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  49 Batch   71/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.009
Epoch  49 Batch   72/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  49 Batch   73/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  49 Batch   74/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.006
Epoch  49 Batch   75/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  49 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.006
Epoch  49 Batch   77/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.006
Epoch  49 Batch   78/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  49 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch   80/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.005
Epoch  49 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  49 Batch   82/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.004
Epoch  49 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  49 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  49 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  49 Batch   86/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  49 Batch   87/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  49 Batch   88/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.005
Epoch  49 Batch   89/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.006
Epoch  49 Batch   90/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.006
Epoch  49 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  49 Batch   92/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.005
Epoch  49 Batch   93/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  49 Batch   94/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.007
Epoch  49 Batch   95/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  49 Batch   96/269 - Train Accuracy:  0.974, Validation Accuracy:  0.974, Loss:  0.006
Epoch  49 Batch   97/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.006
Epoch  49 Batch   98/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  49 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  49 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  49 Batch  101/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  49 Batch  102/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.006
Epoch  49 Batch  103/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  49 Batch  104/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  49 Batch  105/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  49 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  49 Batch  107/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  49 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  49 Batch  109/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  49 Batch  110/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  49 Batch  111/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  49 Batch  112/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  49 Batch  113/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  49 Batch  114/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  49 Batch  115/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  49 Batch  116/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.006
Epoch  49 Batch  117/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.006
Epoch  49 Batch  118/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.007
Epoch  49 Batch  119/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  49 Batch  120/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  49 Batch  121/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.005
Epoch  49 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  49 Batch  123/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.009
Epoch  49 Batch  124/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  49 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  49 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.006
Epoch  49 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  49 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  49 Batch  129/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  49 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.007
Epoch  49 Batch  131/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch  132/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  49 Batch  133/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.006
Epoch  49 Batch  134/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  49 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  49 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.007
Epoch  49 Batch  137/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  49 Batch  138/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  49 Batch  139/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  49 Batch  140/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.009
Epoch  49 Batch  141/269 - Train Accuracy:  0.979, Validation Accuracy:  0.958, Loss:  0.006
Epoch  49 Batch  142/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  49 Batch  143/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  49 Batch  144/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  49 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  49 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.007
Epoch  49 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  49 Batch  148/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.005
Epoch  49 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  49 Batch  150/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch  151/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  49 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  49 Batch  153/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  49 Batch  154/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  49 Batch  155/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.006
Epoch  49 Batch  156/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.006
Epoch  49 Batch  157/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  49 Batch  158/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  49 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  49 Batch  160/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  49 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  49 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  49 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.006
Epoch  49 Batch  164/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  49 Batch  165/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  49 Batch  166/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  49 Batch  167/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  49 Batch  168/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  49 Batch  169/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  49 Batch  170/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  49 Batch  171/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  49 Batch  172/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.006
Epoch  49 Batch  173/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  49 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  49 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  49 Batch  176/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  49 Batch  177/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  49 Batch  178/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  49 Batch  179/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.005
Epoch  49 Batch  180/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.007
Epoch  49 Batch  181/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  49 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  49 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  49 Batch  184/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.008
Epoch  49 Batch  185/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.007
Epoch  49 Batch  186/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  49 Batch  187/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  49 Batch  188/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  49 Batch  189/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.006
Epoch  49 Batch  190/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  49 Batch  191/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  49 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  49 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.005
Epoch  49 Batch  194/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  49 Batch  195/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  49 Batch  196/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.007
Epoch  49 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.006
Epoch  49 Batch  198/269 - Train Accuracy:  0.979, Validation Accuracy:  0.959, Loss:  0.006
Epoch  49 Batch  199/269 - Train Accuracy:  0.981, Validation Accuracy:  0.959, Loss:  0.005
Epoch  49 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  49 Batch  201/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  49 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  49 Batch  203/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  49 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  49 Batch  205/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  49 Batch  206/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.006
Epoch  49 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  49 Batch  208/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  49 Batch  209/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  49 Batch  210/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.005
Epoch  49 Batch  211/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  49 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  49 Batch  213/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.007
Epoch  49 Batch  214/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  49 Batch  215/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  49 Batch  216/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  49 Batch  217/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  49 Batch  218/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.004
Epoch  49 Batch  219/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  49 Batch  220/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  49 Batch  221/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.007
Epoch  49 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  49 Batch  223/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.006
Epoch  49 Batch  224/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  49 Batch  225/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.005
Epoch  49 Batch  226/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  49 Batch  227/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  49 Batch  228/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  49 Batch  229/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  49 Batch  230/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  49 Batch  231/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  49 Batch  232/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  49 Batch  233/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.007
Epoch  49 Batch  234/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.006
Epoch  49 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  49 Batch  236/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.005
Epoch  49 Batch  237/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  49 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  49 Batch  239/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  49 Batch  240/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.007
Epoch  49 Batch  241/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.007
Epoch  49 Batch  242/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  49 Batch  243/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.005
Epoch  49 Batch  244/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  49 Batch  245/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  49 Batch  246/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  49 Batch  247/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.006
Epoch  49 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  49 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  49 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  49 Batch  251/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  49 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  49 Batch  253/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  49 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  49 Batch  255/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  49 Batch  256/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  49 Batch  257/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  49 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  49 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  49 Batch  260/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  49 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  49 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  49 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  49 Batch  264/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  49 Batch  265/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.006
Epoch  49 Batch  266/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  49 Batch  267/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  50 Batch    0/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.008
Epoch  50 Batch    1/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  50 Batch    2/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  50 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.005
Epoch  50 Batch    4/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  50 Batch    5/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  50 Batch    6/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  50 Batch    7/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.006
Epoch  50 Batch    8/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  50 Batch    9/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  50 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.005
Epoch  50 Batch   11/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.009
Epoch  50 Batch   12/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.007
Epoch  50 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  50 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.006
Epoch  50 Batch   15/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  50 Batch   16/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  50 Batch   17/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  50 Batch   18/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  50 Batch   19/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.006
Epoch  50 Batch   20/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.005
Epoch  50 Batch   21/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  50 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  50 Batch   23/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  50 Batch   24/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  50 Batch   25/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.006
Epoch  50 Batch   26/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.006
Epoch  50 Batch   27/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch   28/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  50 Batch   29/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  50 Batch   30/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  50 Batch   31/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  50 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.005
Epoch  50 Batch   33/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.005
Epoch  50 Batch   34/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.004
Epoch  50 Batch   35/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch   36/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  50 Batch   37/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  50 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.005
Epoch  50 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  50 Batch   40/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  50 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch   42/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch   43/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.007
Epoch  50 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  50 Batch   45/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch   46/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.004
Epoch  50 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  50 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  50 Batch   49/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  50 Batch   50/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  50 Batch   51/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  50 Batch   52/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  50 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  50 Batch   54/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  50 Batch   55/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.006
Epoch  50 Batch   56/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.006
Epoch  50 Batch   57/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.007
Epoch  50 Batch   58/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  50 Batch   59/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.005
Epoch  50 Batch   60/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  50 Batch   61/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch   62/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  50 Batch   63/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.008
Epoch  50 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.005
Epoch  50 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.005
Epoch  50 Batch   66/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  50 Batch   67/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  50 Batch   68/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  50 Batch   69/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  50 Batch   70/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  50 Batch   71/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  50 Batch   72/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  50 Batch   73/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  50 Batch   74/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch   75/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  50 Batch   76/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.005
Epoch  50 Batch   77/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.006
Epoch  50 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch   79/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.007
Epoch  50 Batch   80/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  50 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  50 Batch   82/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.005
Epoch  50 Batch   83/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.009
Epoch  50 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.006
Epoch  50 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  50 Batch   86/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  50 Batch   87/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  50 Batch   88/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.005
Epoch  50 Batch   89/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch   91/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  50 Batch   92/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.005
Epoch  50 Batch   93/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.005
Epoch  50 Batch   94/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.006
Epoch  50 Batch   95/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  50 Batch   96/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.006
Epoch  50 Batch   97/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.006
Epoch  50 Batch   98/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  50 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.005
Epoch  50 Batch  100/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  50 Batch  101/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  50 Batch  102/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  50 Batch  103/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  50 Batch  104/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  50 Batch  105/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.006
Epoch  50 Batch  107/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  50 Batch  108/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  50 Batch  109/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  50 Batch  110/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  50 Batch  111/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  50 Batch  112/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  50 Batch  113/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  50 Batch  114/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.006
Epoch  50 Batch  115/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.005
Epoch  50 Batch  117/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.005
Epoch  50 Batch  118/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.006
Epoch  50 Batch  119/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  50 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  50 Batch  121/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  50 Batch  122/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  50 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.008
Epoch  50 Batch  124/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.006
Epoch  50 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.006
Epoch  50 Batch  126/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.007
Epoch  50 Batch  127/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  50 Batch  128/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.006
Epoch  50 Batch  129/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  50 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  50 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  50 Batch  132/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  50 Batch  133/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.006
Epoch  50 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  50 Batch  135/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.005
Epoch  50 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.007
Epoch  50 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  50 Batch  138/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch  139/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.005
Epoch  50 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  50 Batch  141/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.006
Epoch  50 Batch  142/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  50 Batch  143/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  50 Batch  144/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch  146/269 - Train Accuracy:  0.973, Validation Accuracy:  0.974, Loss:  0.007
Epoch  50 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.007
Epoch  50 Batch  148/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.005
Epoch  50 Batch  149/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  50 Batch  150/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  50 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.007
Epoch  50 Batch  152/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  50 Batch  153/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch  154/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  50 Batch  155/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  50 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  50 Batch  158/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.007
Epoch  50 Batch  159/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch  160/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  50 Batch  161/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  50 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  50 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  50 Batch  164/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch  165/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  50 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.005
Epoch  50 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.006
Epoch  50 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  50 Batch  169/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.005
Epoch  50 Batch  170/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.005
Epoch  50 Batch  172/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.006
Epoch  50 Batch  173/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  50 Batch  174/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.006
Epoch  50 Batch  175/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  50 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  50 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  50 Batch  178/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.006
Epoch  50 Batch  179/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.006
Epoch  50 Batch  180/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  50 Batch  181/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  50 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch  183/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  50 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  50 Batch  185/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.007
Epoch  50 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  50 Batch  187/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  50 Batch  188/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.005
Epoch  50 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch  190/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.006
Epoch  50 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  50 Batch  192/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  50 Batch  193/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch  194/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  50 Batch  195/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  50 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  50 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.006
Epoch  50 Batch  198/269 - Train Accuracy:  0.981, Validation Accuracy:  0.959, Loss:  0.006
Epoch  50 Batch  199/269 - Train Accuracy:  0.979, Validation Accuracy:  0.959, Loss:  0.006
Epoch  50 Batch  200/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.006
Epoch  50 Batch  201/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.007
Epoch  50 Batch  202/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch  203/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch  205/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  50 Batch  206/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  50 Batch  207/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch  208/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  50 Batch  209/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  50 Batch  210/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.005
Epoch  50 Batch  211/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch  212/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  50 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.006
Epoch  50 Batch  214/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  50 Batch  215/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  50 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch  217/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  50 Batch  218/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.004
Epoch  50 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.006
Epoch  50 Batch  220/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  50 Batch  221/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  50 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  50 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.006
Epoch  50 Batch  224/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.008
Epoch  50 Batch  225/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.005
Epoch  50 Batch  226/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.006
Epoch  50 Batch  227/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  228/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  50 Batch  229/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  50 Batch  230/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch  231/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch  232/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  50 Batch  233/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.007
Epoch  50 Batch  234/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  50 Batch  235/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.004
Epoch  50 Batch  236/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.005
Epoch  50 Batch  237/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  50 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  50 Batch  239/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.007
Epoch  50 Batch  240/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  50 Batch  241/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  50 Batch  242/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  50 Batch  243/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  50 Batch  244/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  50 Batch  245/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  50 Batch  246/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  50 Batch  247/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  50 Batch  248/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.005
Epoch  50 Batch  249/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  50 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  50 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  50 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.006
Epoch  50 Batch  253/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  50 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.005
Epoch  50 Batch  255/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  50 Batch  256/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  50 Batch  257/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  50 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch  259/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  50 Batch  260/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  50 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  50 Batch  262/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  50 Batch  263/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  50 Batch  264/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  50 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  50 Batch  266/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.004
Epoch  50 Batch  267/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  51 Batch    0/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  51 Batch    1/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  51 Batch    2/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  51 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  51 Batch    4/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  51 Batch    5/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  51 Batch    6/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  51 Batch    7/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  51 Batch    8/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  51 Batch    9/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  51 Batch   10/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  51 Batch   11/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.008
Epoch  51 Batch   12/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.007
Epoch  51 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  51 Batch   14/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  51 Batch   15/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  51 Batch   16/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.008
Epoch  51 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.005
Epoch  51 Batch   18/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  51 Batch   19/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  51 Batch   20/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.006
Epoch  51 Batch   21/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  51 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.006
Epoch  51 Batch   23/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.007
Epoch  51 Batch   24/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  51 Batch   25/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  51 Batch   26/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  51 Batch   27/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  51 Batch   28/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  51 Batch   29/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.007
Epoch  51 Batch   30/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  51 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.005
Epoch  51 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  51 Batch   33/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  51 Batch   34/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.005
Epoch  51 Batch   35/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  51 Batch   36/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  51 Batch   37/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.007
Epoch  51 Batch   38/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.005
Epoch  51 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.005
Epoch  51 Batch   40/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  51 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  51 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  51 Batch   43/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  51 Batch   44/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.007
Epoch  51 Batch   45/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.006
Epoch  51 Batch   46/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.004
Epoch  51 Batch   47/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  51 Batch   48/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  51 Batch   49/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  51 Batch   50/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  51 Batch   51/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  51 Batch   52/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  51 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  51 Batch   54/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.005
Epoch  51 Batch   55/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.005
Epoch  51 Batch   56/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  51 Batch   57/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  51 Batch   58/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  51 Batch   59/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  51 Batch   60/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  51 Batch   61/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  51 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.007
Epoch  51 Batch   63/269 - Train Accuracy:  0.972, Validation Accuracy:  0.973, Loss:  0.008
Epoch  51 Batch   64/269 - Train Accuracy:  0.979, Validation Accuracy:  0.976, Loss:  0.005
Epoch  51 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.005
Epoch  51 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  51 Batch   67/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  51 Batch   68/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  51 Batch   69/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.007
Epoch  51 Batch   70/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.006
Epoch  51 Batch   71/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  51 Batch   72/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.006
Epoch  51 Batch   73/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.006
Epoch  51 Batch   74/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.005
Epoch  51 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.007
Epoch  51 Batch   76/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.006
Epoch  51 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.007
Epoch  51 Batch   78/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  51 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.007
Epoch  51 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.005
Epoch  51 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  51 Batch   82/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.004
Epoch  51 Batch   83/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  51 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  51 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  51 Batch   86/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  51 Batch   87/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.004
Epoch  51 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.005
Epoch  51 Batch   89/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.006
Epoch  51 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  51 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  51 Batch   92/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  51 Batch   93/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  51 Batch   94/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.007
Epoch  51 Batch   95/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.006
Epoch  51 Batch   96/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  51 Batch   97/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.006
Epoch  51 Batch   98/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.007
Epoch  51 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  51 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  51 Batch  101/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  51 Batch  102/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.005
Epoch  51 Batch  103/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  51 Batch  104/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  51 Batch  105/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  51 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.006
Epoch  51 Batch  107/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  51 Batch  108/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  51 Batch  109/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  51 Batch  110/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.005
Epoch  51 Batch  111/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.006
Epoch  51 Batch  112/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  51 Batch  113/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.007
Epoch  51 Batch  114/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.006
Epoch  51 Batch  115/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  51 Batch  116/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.005
Epoch  51 Batch  117/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.005
Epoch  51 Batch  118/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.006
Epoch  51 Batch  119/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  51 Batch  120/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  51 Batch  121/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  51 Batch  122/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.006
Epoch  51 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.007
Epoch  51 Batch  124/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  51 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  51 Batch  126/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.006
Epoch  51 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  51 Batch  128/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.006
Epoch  51 Batch  129/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  51 Batch  130/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  51 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  51 Batch  132/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.006
Epoch  51 Batch  133/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  51 Batch  134/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  51 Batch  135/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  51 Batch  136/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.006
Epoch  51 Batch  137/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.008
Epoch  51 Batch  138/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  51 Batch  139/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  51 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  51 Batch  141/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  51 Batch  142/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  51 Batch  143/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  51 Batch  144/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  51 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  51 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  51 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.008
Epoch  51 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  51 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.007
Epoch  51 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.008
Epoch  51 Batch  151/269 - Train Accuracy:  0.981, Validation Accuracy:  0.958, Loss:  0.008
Epoch  51 Batch  152/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  51 Batch  153/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.005
Epoch  51 Batch  154/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  51 Batch  155/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  51 Batch  156/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  51 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  51 Batch  158/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.006
Epoch  51 Batch  159/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  51 Batch  160/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.005
Epoch  51 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.005
Epoch  51 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  51 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  51 Batch  164/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  51 Batch  165/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  51 Batch  166/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  51 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.006
Epoch  51 Batch  168/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  51 Batch  169/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  51 Batch  170/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  51 Batch  171/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  51 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  51 Batch  173/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  51 Batch  174/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  51 Batch  175/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  51 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  51 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  51 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.006
Epoch  51 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  51 Batch  180/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.006
Epoch  51 Batch  181/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  51 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  51 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  51 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  51 Batch  185/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.007
Epoch  51 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  51 Batch  187/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  51 Batch  188/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  51 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.007
Epoch  51 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.006
Epoch  51 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.007
Epoch  51 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.006
Epoch  51 Batch  193/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  51 Batch  194/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.006
Epoch  51 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  51 Batch  196/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.008
Epoch  51 Batch  197/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.006
Epoch  51 Batch  198/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.006
Epoch  51 Batch  199/269 - Train Accuracy:  0.977, Validation Accuracy:  0.957, Loss:  0.006
Epoch  51 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.956, Loss:  0.006
Epoch  51 Batch  201/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  51 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  51 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  51 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  51 Batch  205/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  51 Batch  206/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  51 Batch  207/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  51 Batch  208/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  51 Batch  209/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  51 Batch  210/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.005
Epoch  51 Batch  211/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.005
Epoch  51 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  51 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  51 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  51 Batch  215/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.006
Epoch  51 Batch  216/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch  217/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.007
Epoch  51 Batch  218/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.004
Epoch  51 Batch  219/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.006
Epoch  51 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.007
Epoch  51 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  51 Batch  222/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  51 Batch  223/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  51 Batch  224/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  51 Batch  225/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  51 Batch  226/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  51 Batch  227/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.010
Epoch  51 Batch  228/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  51 Batch  229/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  51 Batch  230/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  51 Batch  231/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.006
Epoch  51 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  51 Batch  233/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.006
Epoch  51 Batch  234/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  51 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.004
Epoch  51 Batch  236/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.005
Epoch  51 Batch  237/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  51 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  51 Batch  239/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  51 Batch  240/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.007
Epoch  51 Batch  241/269 - Train Accuracy:  0.975, Validation Accuracy:  0.974, Loss:  0.006
Epoch  51 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.006
Epoch  51 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  51 Batch  244/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.006
Epoch  51 Batch  245/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  51 Batch  246/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  51 Batch  247/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  51 Batch  248/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.005
Epoch  51 Batch  249/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.005
Epoch  51 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  51 Batch  251/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  51 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  51 Batch  253/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  51 Batch  254/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  51 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  51 Batch  256/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  51 Batch  257/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  51 Batch  258/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  51 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  51 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  51 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.006
Epoch  51 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  51 Batch  263/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.007
Epoch  51 Batch  264/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.006
Epoch  51 Batch  265/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  51 Batch  266/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  51 Batch  267/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  52 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  52 Batch    1/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  52 Batch    2/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  52 Batch    3/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  52 Batch    4/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  52 Batch    5/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch    6/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  52 Batch    7/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  52 Batch    8/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  52 Batch    9/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.006
Epoch  52 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  52 Batch   11/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  52 Batch   12/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  52 Batch   13/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  52 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.006
Epoch  52 Batch   15/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  52 Batch   16/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  52 Batch   17/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  52 Batch   18/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  52 Batch   19/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.005
Epoch  52 Batch   20/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.005
Epoch  52 Batch   21/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.005
Epoch  52 Batch   22/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  52 Batch   23/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  52 Batch   24/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  52 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  52 Batch   26/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.006
Epoch  52 Batch   27/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.006
Epoch  52 Batch   28/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  52 Batch   29/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.007
Epoch  52 Batch   30/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  52 Batch   31/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  52 Batch   32/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  52 Batch   33/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  52 Batch   34/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  52 Batch   35/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.011
Epoch  52 Batch   36/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.006
Epoch  52 Batch   37/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.006
Epoch  52 Batch   38/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.005
Epoch  52 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  52 Batch   40/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  52 Batch   41/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  52 Batch   42/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  52 Batch   43/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  52 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.007
Epoch  52 Batch   45/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  52 Batch   46/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  52 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  52 Batch   48/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch   49/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  52 Batch   50/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  52 Batch   51/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.005
Epoch  52 Batch   52/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.004
Epoch  52 Batch   53/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  52 Batch   54/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  52 Batch   55/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  52 Batch   56/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  52 Batch   57/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  52 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.006
Epoch  52 Batch   59/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.005
Epoch  52 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  52 Batch   61/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  52 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.007
Epoch  52 Batch   63/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  52 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.006
Epoch  52 Batch   65/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  52 Batch   66/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  52 Batch   67/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  52 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.006
Epoch  52 Batch   69/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  52 Batch   70/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.006
Epoch  52 Batch   71/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  52 Batch   72/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.005
Epoch  52 Batch   73/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  52 Batch   74/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  52 Batch   75/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  52 Batch   76/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.005
Epoch  52 Batch   77/269 - Train Accuracy:  0.980, Validation Accuracy:  0.954, Loss:  0.006
Epoch  52 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.006
Epoch  52 Batch   79/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  52 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.006
Epoch  52 Batch   82/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  52 Batch   83/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  52 Batch   84/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  52 Batch   85/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.006
Epoch  52 Batch   86/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.005
Epoch  52 Batch   87/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  52 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.005
Epoch  52 Batch   89/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  52 Batch   90/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  52 Batch   91/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  52 Batch   92/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  52 Batch   93/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  52 Batch   94/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.007
Epoch  52 Batch   95/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  52 Batch   96/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  52 Batch   97/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  52 Batch   98/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  52 Batch   99/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.006
Epoch  52 Batch  100/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  52 Batch  101/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  52 Batch  102/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  52 Batch  103/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  52 Batch  104/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  52 Batch  105/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  52 Batch  106/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  52 Batch  107/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  52 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch  109/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  52 Batch  110/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.004
Epoch  52 Batch  111/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  52 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.006
Epoch  52 Batch  113/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  52 Batch  114/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  52 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  52 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.005
Epoch  52 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.957, Loss:  0.006
Epoch  52 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.007
Epoch  52 Batch  120/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  52 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  52 Batch  122/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  52 Batch  123/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.007
Epoch  52 Batch  124/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  52 Batch  126/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  52 Batch  128/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  52 Batch  129/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.006
Epoch  52 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.008
Epoch  52 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  52 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.007
Epoch  52 Batch  133/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  52 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.007
Epoch  52 Batch  135/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.008
Epoch  52 Batch  136/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  52 Batch  137/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.007
Epoch  52 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.006
Epoch  52 Batch  139/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  52 Batch  140/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.009
Epoch  52 Batch  141/269 - Train Accuracy:  0.971, Validation Accuracy:  0.950, Loss:  0.007
Epoch  52 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.008
Epoch  52 Batch  143/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  52 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.005
Epoch  52 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  52 Batch  146/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  52 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  52 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.005
Epoch  52 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  52 Batch  150/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.008
Epoch  52 Batch  151/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.007
Epoch  52 Batch  152/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  52 Batch  153/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  52 Batch  154/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  52 Batch  155/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  52 Batch  156/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  52 Batch  157/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  52 Batch  158/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  52 Batch  159/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  52 Batch  160/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  52 Batch  161/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  52 Batch  164/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  52 Batch  165/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.006
Epoch  52 Batch  166/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  52 Batch  167/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch  168/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  52 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.005
Epoch  52 Batch  170/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  52 Batch  171/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  52 Batch  172/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch  173/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  52 Batch  175/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  52 Batch  176/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch  177/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  52 Batch  178/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  52 Batch  179/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.005
Epoch  52 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.006
Epoch  52 Batch  181/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.008
Epoch  52 Batch  182/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  52 Batch  183/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  52 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.008
Epoch  52 Batch  185/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.007
Epoch  52 Batch  186/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  52 Batch  187/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  52 Batch  188/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.006
Epoch  52 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.006
Epoch  52 Batch  190/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  52 Batch  191/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  52 Batch  192/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  52 Batch  193/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.005
Epoch  52 Batch  194/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.006
Epoch  52 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  52 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.006
Epoch  52 Batch  197/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.007
Epoch  52 Batch  198/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  52 Batch  199/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.006
Epoch  52 Batch  200/269 - Train Accuracy:  0.989, Validation Accuracy:  0.964, Loss:  0.005
Epoch  52 Batch  201/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.007
Epoch  52 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  52 Batch  203/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  52 Batch  204/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  52 Batch  205/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.005
Epoch  52 Batch  206/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.006
Epoch  52 Batch  207/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  52 Batch  208/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  52 Batch  209/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  52 Batch  210/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.004
Epoch  52 Batch  211/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  52 Batch  212/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  52 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.006
Epoch  52 Batch  214/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.006
Epoch  52 Batch  215/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  52 Batch  216/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  52 Batch  217/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch  218/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.005
Epoch  52 Batch  219/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.005
Epoch  52 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.006
Epoch  52 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  52 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.005
Epoch  52 Batch  223/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.005
Epoch  52 Batch  224/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  52 Batch  225/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  52 Batch  226/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch  227/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  52 Batch  228/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  52 Batch  229/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.005
Epoch  52 Batch  230/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  52 Batch  231/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  52 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  52 Batch  233/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.006
Epoch  52 Batch  234/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  52 Batch  235/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  52 Batch  236/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.005
Epoch  52 Batch  237/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  52 Batch  238/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  52 Batch  239/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  52 Batch  240/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  52 Batch  241/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.006
Epoch  52 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  52 Batch  243/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  52 Batch  244/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  52 Batch  245/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  52 Batch  246/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.006
Epoch  52 Batch  247/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.006
Epoch  52 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  52 Batch  249/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.006
Epoch  52 Batch  250/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.005
Epoch  52 Batch  251/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  52 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  52 Batch  253/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  52 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.005
Epoch  52 Batch  255/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  52 Batch  256/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  52 Batch  257/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  52 Batch  258/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  52 Batch  259/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  52 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.006
Epoch  52 Batch  261/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.006
Epoch  52 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.006
Epoch  52 Batch  263/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  52 Batch  264/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  52 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  52 Batch  266/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  52 Batch  267/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  53 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.008
Epoch  53 Batch    1/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  53 Batch    2/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  53 Batch    3/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  53 Batch    4/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  53 Batch    5/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  53 Batch    6/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.005
Epoch  53 Batch    7/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  53 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  53 Batch    9/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  53 Batch   10/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.006
Epoch  53 Batch   11/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  53 Batch   12/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  53 Batch   13/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.004
Epoch  53 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.006
Epoch  53 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  53 Batch   16/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  53 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  53 Batch   18/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  53 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  53 Batch   20/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  53 Batch   21/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.006
Epoch  53 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  53 Batch   23/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  53 Batch   24/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  53 Batch   25/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.006
Epoch  53 Batch   26/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.005
Epoch  53 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.006
Epoch  53 Batch   28/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.005
Epoch  53 Batch   29/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.006
Epoch  53 Batch   30/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  53 Batch   31/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  53 Batch   32/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  53 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.004
Epoch  53 Batch   34/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  53 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  53 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  53 Batch   37/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  53 Batch   38/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.005
Epoch  53 Batch   39/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  53 Batch   40/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch   41/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch   42/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.005
Epoch  53 Batch   43/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch   44/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.007
Epoch  53 Batch   45/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  53 Batch   46/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  53 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  53 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.005
Epoch  53 Batch   49/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  53 Batch   50/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  53 Batch   51/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.005
Epoch  53 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.004
Epoch  53 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  53 Batch   54/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.007
Epoch  53 Batch   55/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.006
Epoch  53 Batch   56/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  53 Batch   57/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  53 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.006
Epoch  53 Batch   59/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.004
Epoch  53 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  53 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  53 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  53 Batch   63/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.007
Epoch  53 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.974, Loss:  0.004
Epoch  53 Batch   65/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.005
Epoch  53 Batch   66/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.007
Epoch  53 Batch   67/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.008
Epoch  53 Batch   68/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  53 Batch   69/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  53 Batch   70/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  53 Batch   71/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.009
Epoch  53 Batch   72/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  53 Batch   73/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch   74/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  53 Batch   75/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  53 Batch   76/269 - Train Accuracy:  0.976, Validation Accuracy:  0.955, Loss:  0.005
Epoch  53 Batch   77/269 - Train Accuracy:  0.978, Validation Accuracy:  0.951, Loss:  0.007
Epoch  53 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  53 Batch   79/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  53 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.005
Epoch  53 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  53 Batch   82/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.004
Epoch  53 Batch   83/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  53 Batch   84/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  53 Batch   85/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  53 Batch   86/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  53 Batch   87/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  53 Batch   88/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  53 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  53 Batch   90/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.006
Epoch  53 Batch   91/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  53 Batch   92/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.004
Epoch  53 Batch   93/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  53 Batch   94/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch   95/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  53 Batch   96/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  53 Batch   97/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  53 Batch   98/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.006
Epoch  53 Batch   99/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.004
Epoch  53 Batch  100/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  53 Batch  101/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  53 Batch  102/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  53 Batch  103/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  53 Batch  104/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.006
Epoch  53 Batch  105/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  53 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.006
Epoch  53 Batch  107/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.007
Epoch  53 Batch  108/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  53 Batch  109/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch  110/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  53 Batch  111/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  53 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.007
Epoch  53 Batch  113/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  53 Batch  114/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch  115/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  53 Batch  116/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  53 Batch  117/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  53 Batch  118/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.005
Epoch  53 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.006
Epoch  53 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  53 Batch  121/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  53 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.006
Epoch  53 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.007
Epoch  53 Batch  124/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  53 Batch  125/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  53 Batch  126/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.005
Epoch  53 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  53 Batch  128/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.005
Epoch  53 Batch  129/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  53 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  53 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  53 Batch  132/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.006
Epoch  53 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.006
Epoch  53 Batch  134/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.006
Epoch  53 Batch  135/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.005
Epoch  53 Batch  136/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.006
Epoch  53 Batch  137/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  53 Batch  138/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.004
Epoch  53 Batch  139/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  53 Batch  140/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  53 Batch  141/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.005
Epoch  53 Batch  142/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.006
Epoch  53 Batch  143/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.007
Epoch  53 Batch  144/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  53 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.005
Epoch  53 Batch  146/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.006
Epoch  53 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  53 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  53 Batch  149/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.008
Epoch  53 Batch  150/269 - Train Accuracy:  0.972, Validation Accuracy:  0.949, Loss:  0.008
Epoch  53 Batch  151/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.008
Epoch  53 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.006
Epoch  53 Batch  153/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.006
Epoch  53 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.008
Epoch  53 Batch  155/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch  156/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  53 Batch  157/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.006
Epoch  53 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  53 Batch  159/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  53 Batch  160/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  53 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  53 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  53 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  53 Batch  164/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  53 Batch  165/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.007
Epoch  53 Batch  166/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  53 Batch  167/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  53 Batch  168/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  53 Batch  169/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  53 Batch  170/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  53 Batch  171/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  53 Batch  172/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.007
Epoch  53 Batch  173/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  53 Batch  174/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  53 Batch  175/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  53 Batch  176/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  53 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.006
Epoch  53 Batch  178/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.005
Epoch  53 Batch  179/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.005
Epoch  53 Batch  180/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch  181/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  53 Batch  182/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  53 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  53 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  53 Batch  185/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.008
Epoch  53 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  53 Batch  187/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  53 Batch  188/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.005
Epoch  53 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.006
Epoch  53 Batch  190/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch  191/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  53 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.005
Epoch  53 Batch  193/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.005
Epoch  53 Batch  194/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.007
Epoch  53 Batch  195/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.005
Epoch  53 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.005
Epoch  53 Batch  197/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.006
Epoch  53 Batch  198/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.005
Epoch  53 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.955, Loss:  0.006
Epoch  53 Batch  200/269 - Train Accuracy:  0.985, Validation Accuracy:  0.957, Loss:  0.006
Epoch  53 Batch  201/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  53 Batch  202/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  53 Batch  203/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  53 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.005
Epoch  53 Batch  205/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.005
Epoch  53 Batch  206/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  53 Batch  207/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  53 Batch  208/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch  209/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  53 Batch  210/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.004
Epoch  53 Batch  211/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch  212/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch  213/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch  215/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  53 Batch  216/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  53 Batch  217/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  53 Batch  218/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  53 Batch  219/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.005
Epoch  53 Batch  220/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  53 Batch  221/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  53 Batch  222/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  53 Batch  223/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.005
Epoch  53 Batch  224/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  53 Batch  225/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  53 Batch  226/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  53 Batch  227/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  53 Batch  228/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  53 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch  230/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  53 Batch  231/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  53 Batch  232/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  53 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.006
Epoch  53 Batch  234/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.006
Epoch  53 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  53 Batch  236/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.005
Epoch  53 Batch  237/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  53 Batch  238/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  53 Batch  239/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  53 Batch  240/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  53 Batch  241/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  53 Batch  242/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  53 Batch  243/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  53 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  53 Batch  245/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  53 Batch  246/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  53 Batch  247/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  53 Batch  248/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  53 Batch  249/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  53 Batch  250/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  53 Batch  251/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  53 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.005
Epoch  53 Batch  253/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  53 Batch  254/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.006
Epoch  53 Batch  255/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.006
Epoch  53 Batch  256/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.005
Epoch  53 Batch  257/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  53 Batch  258/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.007
Epoch  53 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.007
Epoch  53 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.006
Epoch  53 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  53 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  53 Batch  263/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  53 Batch  264/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  53 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  53 Batch  266/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  53 Batch  267/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  54 Batch    0/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  54 Batch    1/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  54 Batch    2/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  54 Batch    3/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  54 Batch    4/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  54 Batch    5/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  54 Batch    6/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  54 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.006
Epoch  54 Batch    8/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.008
Epoch  54 Batch    9/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  54 Batch   10/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.005
Epoch  54 Batch   11/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.009
Epoch  54 Batch   12/269 - Train Accuracy:  0.979, Validation Accuracy:  0.974, Loss:  0.007
Epoch  54 Batch   13/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  54 Batch   14/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  54 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  54 Batch   16/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  54 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.005
Epoch  54 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  54 Batch   19/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  54 Batch   20/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  54 Batch   21/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  54 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  54 Batch   23/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  54 Batch   24/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  54 Batch   25/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.005
Epoch  54 Batch   26/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.006
Epoch  54 Batch   27/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.007
Epoch  54 Batch   28/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  54 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  54 Batch   30/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  54 Batch   31/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.005
Epoch  54 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  54 Batch   33/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  54 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.004
Epoch  54 Batch   35/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.010
Epoch  54 Batch   36/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.005
Epoch  54 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  54 Batch   38/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.004
Epoch  54 Batch   39/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  54 Batch   40/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  54 Batch   41/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  54 Batch   42/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.005
Epoch  54 Batch   43/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  54 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  54 Batch   45/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  54 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  54 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  54 Batch   48/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  54 Batch   49/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.004
Epoch  54 Batch   50/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  54 Batch   51/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  54 Batch   52/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  54 Batch   53/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  54 Batch   54/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.007
Epoch  54 Batch   55/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.006
Epoch  54 Batch   56/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.005
Epoch  54 Batch   57/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.006
Epoch  54 Batch   58/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  54 Batch   59/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  54 Batch   60/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  54 Batch   61/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  54 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.006
Epoch  54 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  54 Batch   64/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.005
Epoch  54 Batch   65/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.005
Epoch  54 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  54 Batch   67/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.009
Epoch  54 Batch   68/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  54 Batch   69/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  54 Batch   70/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  54 Batch   71/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.009
Epoch  54 Batch   72/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  54 Batch   73/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  54 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.006
Epoch  54 Batch   75/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.007
Epoch  54 Batch   76/269 - Train Accuracy:  0.977, Validation Accuracy:  0.955, Loss:  0.006
Epoch  54 Batch   77/269 - Train Accuracy:  0.975, Validation Accuracy:  0.950, Loss:  0.006
Epoch  54 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.008
Epoch  54 Batch   79/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  54 Batch   80/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  54 Batch   81/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.006
Epoch  54 Batch   82/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.005
Epoch  54 Batch   83/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch   84/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  54 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  54 Batch   86/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.006
Epoch  54 Batch   87/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.005
Epoch  54 Batch   88/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  54 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  54 Batch   90/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  54 Batch   91/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.005
Epoch  54 Batch   92/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  54 Batch   93/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  54 Batch   94/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  54 Batch   95/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  54 Batch   96/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  54 Batch   97/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.006
Epoch  54 Batch   98/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.006
Epoch  54 Batch   99/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  54 Batch  100/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  54 Batch  101/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  54 Batch  102/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.006
Epoch  54 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  54 Batch  104/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  54 Batch  105/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  54 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.006
Epoch  54 Batch  107/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.007
Epoch  54 Batch  108/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  54 Batch  109/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  54 Batch  110/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  54 Batch  111/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  54 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.006
Epoch  54 Batch  113/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  54 Batch  114/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  54 Batch  115/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  54 Batch  116/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  54 Batch  117/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  54 Batch  118/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.005
Epoch  54 Batch  119/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  54 Batch  120/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  54 Batch  121/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  54 Batch  122/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  54 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.973, Loss:  0.007
Epoch  54 Batch  124/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.006
Epoch  54 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  54 Batch  126/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  54 Batch  127/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.006
Epoch  54 Batch  128/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.004
Epoch  54 Batch  129/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.006
Epoch  54 Batch  130/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.008
Epoch  54 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  54 Batch  132/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.007
Epoch  54 Batch  133/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.006
Epoch  54 Batch  134/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  54 Batch  135/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  54 Batch  136/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  54 Batch  137/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.008
Epoch  54 Batch  138/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.005
Epoch  54 Batch  139/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.004
Epoch  54 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  54 Batch  141/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.006
Epoch  54 Batch  142/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  54 Batch  143/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  54 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.005
Epoch  54 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.007
Epoch  54 Batch  146/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  54 Batch  147/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  54 Batch  148/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  54 Batch  149/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  54 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.007
Epoch  54 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.955, Loss:  0.007
Epoch  54 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.007
Epoch  54 Batch  153/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.006
Epoch  54 Batch  154/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  54 Batch  155/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.006
Epoch  54 Batch  156/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  54 Batch  157/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  54 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.007
Epoch  54 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.007
Epoch  54 Batch  160/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.005
Epoch  54 Batch  161/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  54 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  54 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.005
Epoch  54 Batch  164/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.007
Epoch  54 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  54 Batch  166/269 - Train Accuracy:  0.977, Validation Accuracy:  0.957, Loss:  0.007
Epoch  54 Batch  167/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  54 Batch  168/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.006
Epoch  54 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.006
Epoch  54 Batch  170/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  54 Batch  171/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  54 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  54 Batch  173/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  54 Batch  174/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  54 Batch  175/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  54 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.006
Epoch  54 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  54 Batch  178/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  54 Batch  179/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  54 Batch  180/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  54 Batch  181/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  54 Batch  182/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  54 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.005
Epoch  54 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.007
Epoch  54 Batch  185/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.006
Epoch  54 Batch  186/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  54 Batch  187/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  54 Batch  188/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  54 Batch  189/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.005
Epoch  54 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  54 Batch  191/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  54 Batch  192/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.005
Epoch  54 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.005
Epoch  54 Batch  194/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  54 Batch  195/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  54 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  54 Batch  197/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.006
Epoch  54 Batch  198/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  54 Batch  199/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  54 Batch  200/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.005
Epoch  54 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  54 Batch  202/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  54 Batch  203/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.007
Epoch  54 Batch  204/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.005
Epoch  54 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.005
Epoch  54 Batch  206/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.006
Epoch  54 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  54 Batch  208/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  54 Batch  209/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  54 Batch  210/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.004
Epoch  54 Batch  211/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  54 Batch  212/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  54 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  54 Batch  214/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  54 Batch  215/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  54 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  54 Batch  217/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  54 Batch  218/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.004
Epoch  54 Batch  219/269 - Train Accuracy:  0.982, Validation Accuracy:  0.960, Loss:  0.005
Epoch  54 Batch  220/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.006
Epoch  54 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.007
Epoch  54 Batch  222/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.005
Epoch  54 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.006
Epoch  54 Batch  224/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  54 Batch  225/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  54 Batch  226/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  54 Batch  227/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.009
Epoch  54 Batch  228/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  54 Batch  229/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  54 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  54 Batch  231/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  54 Batch  232/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.007
Epoch  54 Batch  233/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.006
Epoch  54 Batch  234/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  54 Batch  235/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.004
Epoch  54 Batch  236/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  54 Batch  237/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  54 Batch  238/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  54 Batch  239/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  54 Batch  240/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  54 Batch  241/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  54 Batch  242/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  54 Batch  243/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  54 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.006
Epoch  54 Batch  245/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  54 Batch  246/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  54 Batch  247/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  54 Batch  248/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  54 Batch  249/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  54 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  54 Batch  251/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  54 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  54 Batch  253/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  54 Batch  254/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  54 Batch  255/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.007
Epoch  54 Batch  256/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  54 Batch  257/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  54 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.005
Epoch  54 Batch  259/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  54 Batch  260/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.006
Epoch  54 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  54 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  54 Batch  263/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  54 Batch  264/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  54 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  54 Batch  266/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  54 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  55 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  55 Batch    1/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.006
Epoch  55 Batch    2/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  55 Batch    3/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.005
Epoch  55 Batch    4/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.004
Epoch  55 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.006
Epoch  55 Batch    6/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  55 Batch    7/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.007
Epoch  55 Batch    8/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.007
Epoch  55 Batch    9/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  55 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  55 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  55 Batch   12/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  55 Batch   13/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.005
Epoch  55 Batch   14/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  55 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.005
Epoch  55 Batch   16/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  55 Batch   17/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch   18/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  55 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  55 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  55 Batch   21/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  55 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.006
Epoch  55 Batch   23/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.007
Epoch  55 Batch   24/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  55 Batch   25/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch   26/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  55 Batch   27/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch   28/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  55 Batch   30/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  55 Batch   31/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  55 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.004
Epoch  55 Batch   33/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  55 Batch   34/269 - Train Accuracy:  0.979, Validation Accuracy:  0.974, Loss:  0.004
Epoch  55 Batch   35/269 - Train Accuracy:  0.975, Validation Accuracy:  0.975, Loss:  0.010
Epoch  55 Batch   36/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.005
Epoch  55 Batch   37/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.006
Epoch  55 Batch   38/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  55 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  55 Batch   40/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.006
Epoch  55 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  55 Batch   42/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  55 Batch   43/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  55 Batch   45/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  55 Batch   46/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  55 Batch   47/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch   48/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  55 Batch   49/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.004
Epoch  55 Batch   50/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.006
Epoch  55 Batch   51/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.004
Epoch  55 Batch   52/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  55 Batch   53/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch   54/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.006
Epoch  55 Batch   55/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  55 Batch   56/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.004
Epoch  55 Batch   57/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.006
Epoch  55 Batch   58/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  55 Batch   59/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  55 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  55 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.006
Epoch  55 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.006
Epoch  55 Batch   63/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.006
Epoch  55 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  55 Batch   65/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  55 Batch   66/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  55 Batch   67/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  55 Batch   68/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.005
Epoch  55 Batch   69/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  55 Batch   70/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.005
Epoch  55 Batch   71/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  55 Batch   72/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch   73/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.006
Epoch  55 Batch   74/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch   75/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  55 Batch   76/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.004
Epoch  55 Batch   77/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.005
Epoch  55 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.005
Epoch  55 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.007
Epoch  55 Batch   80/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch   81/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch   82/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  55 Batch   83/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  55 Batch   84/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  55 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  55 Batch   86/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  55 Batch   87/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  55 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  55 Batch   89/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  55 Batch   90/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch   91/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  55 Batch   92/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  55 Batch   93/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.005
Epoch  55 Batch   94/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  55 Batch   95/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.006
Epoch  55 Batch   96/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.006
Epoch  55 Batch   97/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  55 Batch   98/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.006
Epoch  55 Batch   99/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  55 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.007
Epoch  55 Batch  101/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.009
Epoch  55 Batch  102/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch  103/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  55 Batch  104/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.006
Epoch  55 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.006
Epoch  55 Batch  107/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.006
Epoch  55 Batch  108/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  55 Batch  109/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  55 Batch  110/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  55 Batch  111/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  55 Batch  112/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  113/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.005
Epoch  55 Batch  114/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  55 Batch  115/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  55 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch  118/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.006
Epoch  55 Batch  119/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.006
Epoch  55 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.006
Epoch  55 Batch  121/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  55 Batch  122/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  55 Batch  123/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.008
Epoch  55 Batch  124/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.005
Epoch  55 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.004
Epoch  55 Batch  126/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  55 Batch  128/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.005
Epoch  55 Batch  129/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  130/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  55 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  55 Batch  132/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.006
Epoch  55 Batch  133/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  55 Batch  134/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  135/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  55 Batch  136/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  137/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  55 Batch  138/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  55 Batch  139/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.005
Epoch  55 Batch  140/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  55 Batch  141/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.005
Epoch  55 Batch  142/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  55 Batch  143/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  144/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  55 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.005
Epoch  55 Batch  147/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  148/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.006
Epoch  55 Batch  149/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.007
Epoch  55 Batch  150/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  55 Batch  151/269 - Train Accuracy:  0.980, Validation Accuracy:  0.955, Loss:  0.005
Epoch  55 Batch  152/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.006
Epoch  55 Batch  153/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  55 Batch  154/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch  155/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.006
Epoch  55 Batch  156/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.005
Epoch  55 Batch  157/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  55 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  159/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.005
Epoch  55 Batch  160/269 - Train Accuracy:  0.980, Validation Accuracy:  0.958, Loss:  0.005
Epoch  55 Batch  161/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  55 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch  163/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch  164/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  55 Batch  165/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  55 Batch  166/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  55 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.005
Epoch  55 Batch  168/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  55 Batch  169/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  55 Batch  170/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  55 Batch  171/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  55 Batch  172/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.006
Epoch  55 Batch  173/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch  175/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  55 Batch  176/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  55 Batch  177/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.006
Epoch  55 Batch  178/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  55 Batch  179/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  55 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch  181/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  183/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.006
Epoch  55 Batch  185/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.006
Epoch  55 Batch  186/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  55 Batch  187/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  55 Batch  188/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.004
Epoch  55 Batch  189/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  55 Batch  190/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  55 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  55 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  55 Batch  194/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  55 Batch  195/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.006
Epoch  55 Batch  196/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  197/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.006
Epoch  55 Batch  198/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.005
Epoch  55 Batch  199/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  55 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.005
Epoch  55 Batch  201/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  202/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  55 Batch  203/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  55 Batch  204/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  55 Batch  205/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  55 Batch  206/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  207/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  55 Batch  208/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  55 Batch  209/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  55 Batch  210/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.004
Epoch  55 Batch  211/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  55 Batch  213/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  55 Batch  214/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  215/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  55 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  217/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.006
Epoch  55 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.957, Loss:  0.004
Epoch  55 Batch  219/269 - Train Accuracy:  0.980, Validation Accuracy:  0.955, Loss:  0.006
Epoch  55 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.007
Epoch  55 Batch  221/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.007
Epoch  55 Batch  222/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.004
Epoch  55 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch  224/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.007
Epoch  55 Batch  225/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  55 Batch  226/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch  227/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  55 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  55 Batch  229/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  55 Batch  230/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  55 Batch  231/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  55 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.007
Epoch  55 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  234/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch  235/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  55 Batch  236/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  55 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  55 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  55 Batch  239/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  55 Batch  240/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.006
Epoch  55 Batch  241/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.007
Epoch  55 Batch  242/269 - Train Accuracy:  0.979, Validation Accuracy:  0.974, Loss:  0.005
Epoch  55 Batch  243/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  55 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  55 Batch  245/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  55 Batch  246/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  55 Batch  247/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch  248/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch  249/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  55 Batch  250/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch  251/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  55 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.005
Epoch  55 Batch  253/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  55 Batch  254/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.005
Epoch  55 Batch  255/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.007
Epoch  55 Batch  256/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch  257/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  55 Batch  258/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  55 Batch  259/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  55 Batch  260/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  55 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  55 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  55 Batch  263/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  55 Batch  264/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.005
Epoch  55 Batch  265/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  55 Batch  266/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.004
Epoch  55 Batch  267/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  56 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  56 Batch    1/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.006
Epoch  56 Batch    2/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  56 Batch    3/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.005
Epoch  56 Batch    4/269 - Train Accuracy:  0.981, Validation Accuracy:  0.959, Loss:  0.004
Epoch  56 Batch    5/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.005
Epoch  56 Batch    6/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  56 Batch    7/269 - Train Accuracy:  0.975, Validation Accuracy:  0.974, Loss:  0.005
Epoch  56 Batch    8/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.007
Epoch  56 Batch    9/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.006
Epoch  56 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch   11/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  56 Batch   12/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  56 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  56 Batch   14/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  56 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  56 Batch   16/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  56 Batch   17/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.004
Epoch  56 Batch   18/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  56 Batch   19/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.005
Epoch  56 Batch   20/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.005
Epoch  56 Batch   21/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  56 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  56 Batch   23/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.007
Epoch  56 Batch   24/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.005
Epoch  56 Batch   25/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  56 Batch   26/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.005
Epoch  56 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.006
Epoch  56 Batch   28/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.005
Epoch  56 Batch   29/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  56 Batch   30/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  56 Batch   31/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  56 Batch   32/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  56 Batch   33/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  56 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.004
Epoch  56 Batch   35/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  56 Batch   36/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  56 Batch   37/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.006
Epoch  56 Batch   38/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.004
Epoch  56 Batch   39/269 - Train Accuracy:  0.981, Validation Accuracy:  0.958, Loss:  0.003
Epoch  56 Batch   40/269 - Train Accuracy:  0.979, Validation Accuracy:  0.956, Loss:  0.006
Epoch  56 Batch   41/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.006
Epoch  56 Batch   42/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  56 Batch   43/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  56 Batch   44/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  56 Batch   45/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  56 Batch   46/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  56 Batch   47/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  56 Batch   48/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.006
Epoch  56 Batch   49/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  56 Batch   50/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.006
Epoch  56 Batch   51/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.004
Epoch  56 Batch   52/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.004
Epoch  56 Batch   53/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.004
Epoch  56 Batch   54/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.005
Epoch  56 Batch   55/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  56 Batch   56/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch   57/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch   58/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch   59/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  56 Batch   60/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  56 Batch   61/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  56 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  56 Batch   63/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  56 Batch   64/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  56 Batch   65/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  56 Batch   66/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch   67/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  56 Batch   68/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  56 Batch   69/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  56 Batch   70/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  56 Batch   71/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  56 Batch   72/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch   73/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  56 Batch   74/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  56 Batch   75/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  56 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.005
Epoch  56 Batch   77/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  56 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  56 Batch   79/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch   80/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.005
Epoch  56 Batch   81/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  56 Batch   82/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  56 Batch   83/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch   84/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.005
Epoch  56 Batch   85/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  56 Batch   86/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  56 Batch   87/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  56 Batch   88/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.005
Epoch  56 Batch   89/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  56 Batch   90/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  56 Batch   91/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.004
Epoch  56 Batch   92/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.004
Epoch  56 Batch   93/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.004
Epoch  56 Batch   94/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  56 Batch   95/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  56 Batch   96/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.005
Epoch  56 Batch   97/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  56 Batch   98/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.006
Epoch  56 Batch   99/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  56 Batch  100/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  56 Batch  101/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch  102/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  56 Batch  103/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.006
Epoch  56 Batch  104/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.005
Epoch  56 Batch  105/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.005
Epoch  56 Batch  106/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch  107/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch  108/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch  109/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  56 Batch  110/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  56 Batch  111/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch  113/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.006
Epoch  56 Batch  114/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  56 Batch  115/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch  116/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  56 Batch  117/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  56 Batch  118/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.006
Epoch  56 Batch  119/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.006
Epoch  56 Batch  120/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.005
Epoch  56 Batch  121/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  56 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.006
Epoch  56 Batch  123/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.006
Epoch  56 Batch  124/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  56 Batch  125/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  56 Batch  126/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.005
Epoch  56 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.006
Epoch  56 Batch  128/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.005
Epoch  56 Batch  129/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.005
Epoch  56 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.007
Epoch  56 Batch  131/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch  132/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.006
Epoch  56 Batch  133/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  56 Batch  134/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  56 Batch  135/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.005
Epoch  56 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.005
Epoch  56 Batch  137/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  56 Batch  138/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.004
Epoch  56 Batch  139/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  56 Batch  140/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch  141/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  56 Batch  142/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  56 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.005
Epoch  56 Batch  144/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  56 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch  146/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.005
Epoch  56 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  56 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  56 Batch  149/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  56 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  56 Batch  151/269 - Train Accuracy:  0.982, Validation Accuracy:  0.957, Loss:  0.005
Epoch  56 Batch  152/269 - Train Accuracy:  0.978, Validation Accuracy:  0.957, Loss:  0.005
Epoch  56 Batch  153/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.005
Epoch  56 Batch  154/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.005
Epoch  56 Batch  155/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.005
Epoch  56 Batch  156/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  56 Batch  157/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  56 Batch  158/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.005
Epoch  56 Batch  159/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.005
Epoch  56 Batch  160/269 - Train Accuracy:  0.981, Validation Accuracy:  0.959, Loss:  0.005
Epoch  56 Batch  161/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.005
Epoch  56 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  56 Batch  163/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.005
Epoch  56 Batch  164/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.004
Epoch  56 Batch  165/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.005
Epoch  56 Batch  166/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.005
Epoch  56 Batch  167/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  56 Batch  168/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.005
Epoch  56 Batch  169/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.004
Epoch  56 Batch  170/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  56 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  56 Batch  172/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.006
Epoch  56 Batch  173/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  56 Batch  174/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  56 Batch  175/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  56 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  56 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  56 Batch  178/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch  179/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.004
Epoch  56 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  56 Batch  181/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  56 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.005
Epoch  56 Batch  183/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.005
Epoch  56 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.006
Epoch  56 Batch  185/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.005
Epoch  56 Batch  186/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  56 Batch  187/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.005
Epoch  56 Batch  188/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.004
Epoch  56 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  56 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  56 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  56 Batch  192/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.004
Epoch  56 Batch  193/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.004
Epoch  56 Batch  194/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.005
Epoch  56 Batch  195/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.004
Epoch  56 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  56 Batch  197/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.005
Epoch  56 Batch  198/269 - Train Accuracy:  0.981, Validation Accuracy:  0.958, Loss:  0.004
Epoch  56 Batch  199/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.005
Epoch  56 Batch  200/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.004
Epoch  56 Batch  201/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  56 Batch  202/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.005
Epoch  56 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  56 Batch  204/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.004
Epoch  56 Batch  205/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  56 Batch  206/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  56 Batch  207/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.004
Epoch  56 Batch  208/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.005
Epoch  56 Batch  209/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.006
Epoch  56 Batch  210/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  56 Batch  211/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch  212/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  56 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.005
Epoch  56 Batch  214/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  56 Batch  215/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  56 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  56 Batch  217/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.006
Epoch  56 Batch  218/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.003
Epoch  56 Batch  219/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.005
Epoch  56 Batch  220/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  56 Batch  221/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.006
Epoch  56 Batch  222/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.004
Epoch  56 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.005
Epoch  56 Batch  224/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.008
Epoch  56 Batch  225/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  56 Batch  226/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  56 Batch  227/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch  228/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  56 Batch  229/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  56 Batch  230/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch  231/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  56 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.006
Epoch  56 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  56 Batch  234/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  56 Batch  235/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.004
Epoch  56 Batch  236/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  56 Batch  237/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  56 Batch  238/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.005
Epoch  56 Batch  239/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  56 Batch  240/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.007
Epoch  56 Batch  241/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.005
Epoch  56 Batch  242/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.005
Epoch  56 Batch  243/269 - Train Accuracy:  0.982, Validation Accuracy:  0.975, Loss:  0.004
Epoch  56 Batch  244/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.006
Epoch  56 Batch  245/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.005
Epoch  56 Batch  246/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  56 Batch  247/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  56 Batch  248/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  56 Batch  249/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  56 Batch  250/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch  251/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  56 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  56 Batch  253/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.006
Epoch  56 Batch  254/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.005
Epoch  56 Batch  255/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.006
Epoch  56 Batch  256/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  56 Batch  257/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  56 Batch  258/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  56 Batch  259/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  56 Batch  260/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  56 Batch  261/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.005
Epoch  56 Batch  262/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.007
Epoch  56 Batch  263/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  56 Batch  264/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  56 Batch  265/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  56 Batch  266/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.004
Epoch  56 Batch  267/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  57 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  57 Batch    1/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.005
Epoch  57 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.005
Epoch  57 Batch    3/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.005
Epoch  57 Batch    4/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  57 Batch    5/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  57 Batch    6/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  57 Batch    7/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.005
Epoch  57 Batch    8/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.006
Epoch  57 Batch    9/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.006
Epoch  57 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.004
Epoch  57 Batch   11/269 - Train Accuracy:  0.975, Validation Accuracy:  0.974, Loss:  0.007
Epoch  57 Batch   12/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.006
Epoch  57 Batch   13/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  57 Batch   14/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  57 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.004
Epoch  57 Batch   16/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.006
Epoch  57 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.005
Epoch  57 Batch   18/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  57 Batch   19/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  57 Batch   20/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.005
Epoch  57 Batch   21/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.004
Epoch  57 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.006
Epoch  57 Batch   23/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  57 Batch   24/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.004
Epoch  57 Batch   25/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.006
Epoch  57 Batch   26/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  57 Batch   27/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  57 Batch   28/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch   29/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch   30/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  57 Batch   31/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  57 Batch   32/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.003
Epoch  57 Batch   33/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  57 Batch   34/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  57 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  57 Batch   36/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.005
Epoch  57 Batch   37/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.005
Epoch  57 Batch   38/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.005
Epoch  57 Batch   39/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  57 Batch   40/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  57 Batch   41/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch   42/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  57 Batch   43/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch   44/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.006
Epoch  57 Batch   45/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  57 Batch   46/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  57 Batch   47/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.004
Epoch  57 Batch   48/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  57 Batch   49/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  57 Batch   50/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.006
Epoch  57 Batch   51/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  57 Batch   52/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  57 Batch   53/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.004
Epoch  57 Batch   54/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.005
Epoch  57 Batch   55/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  57 Batch   56/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  57 Batch   57/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  57 Batch   58/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch   59/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  57 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch   61/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch   62/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  57 Batch   63/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  57 Batch   64/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  57 Batch   65/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.005
Epoch  57 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  57 Batch   67/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  57 Batch   68/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  57 Batch   69/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  57 Batch   70/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.005
Epoch  57 Batch   71/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  57 Batch   72/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.004
Epoch  57 Batch   73/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.005
Epoch  57 Batch   74/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  57 Batch   75/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch   76/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  57 Batch   77/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.005
Epoch  57 Batch   78/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  57 Batch   79/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  57 Batch   80/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch   81/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  57 Batch   82/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.004
Epoch  57 Batch   83/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  57 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.004
Epoch  57 Batch   86/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  57 Batch   87/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  57 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  57 Batch   89/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.006
Epoch  57 Batch   90/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.005
Epoch  57 Batch   91/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  57 Batch   92/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  57 Batch   93/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch   94/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  57 Batch   95/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  57 Batch   96/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.005
Epoch  57 Batch   97/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.005
Epoch  57 Batch   98/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.005
Epoch  57 Batch   99/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.005
Epoch  57 Batch  100/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.006
Epoch  57 Batch  101/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  57 Batch  102/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  57 Batch  103/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  57 Batch  104/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch  105/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  57 Batch  107/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch  108/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  57 Batch  109/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  57 Batch  110/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.004
Epoch  57 Batch  111/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  57 Batch  112/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch  113/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.005
Epoch  57 Batch  114/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  57 Batch  115/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch  116/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  57 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch  118/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.005
Epoch  57 Batch  119/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.006
Epoch  57 Batch  120/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  57 Batch  121/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  57 Batch  122/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  57 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.006
Epoch  57 Batch  124/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  57 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch  126/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.006
Epoch  57 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  57 Batch  128/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  57 Batch  129/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  57 Batch  130/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.006
Epoch  57 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  57 Batch  132/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  57 Batch  133/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch  134/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.005
Epoch  57 Batch  135/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  57 Batch  136/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  57 Batch  137/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch  138/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  57 Batch  139/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  141/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  57 Batch  142/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  57 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.005
Epoch  57 Batch  144/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  57 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch  147/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  57 Batch  148/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  57 Batch  149/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch  150/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  57 Batch  151/269 - Train Accuracy:  0.982, Validation Accuracy:  0.959, Loss:  0.005
Epoch  57 Batch  152/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.005
Epoch  57 Batch  153/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.006
Epoch  57 Batch  154/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  57 Batch  155/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch  156/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.005
Epoch  57 Batch  157/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  57 Batch  158/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.005
Epoch  57 Batch  159/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  57 Batch  160/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  57 Batch  161/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  57 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  57 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.006
Epoch  57 Batch  164/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  57 Batch  165/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch  166/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.004
Epoch  57 Batch  167/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  57 Batch  168/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.004
Epoch  57 Batch  169/269 - Train Accuracy:  0.981, Validation Accuracy:  0.959, Loss:  0.004
Epoch  57 Batch  170/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.005
Epoch  57 Batch  171/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch  172/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  57 Batch  173/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.005
Epoch  57 Batch  174/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.005
Epoch  57 Batch  175/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.009
Epoch  57 Batch  176/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  57 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  57 Batch  178/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  57 Batch  179/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.004
Epoch  57 Batch  180/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.004
Epoch  57 Batch  181/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  57 Batch  182/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.005
Epoch  57 Batch  183/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.004
Epoch  57 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.007
Epoch  57 Batch  185/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.005
Epoch  57 Batch  186/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  57 Batch  187/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  57 Batch  188/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  57 Batch  189/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.005
Epoch  57 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.005
Epoch  57 Batch  191/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.005
Epoch  57 Batch  192/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.004
Epoch  57 Batch  193/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  57 Batch  194/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.004
Epoch  57 Batch  195/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.004
Epoch  57 Batch  196/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  57 Batch  197/269 - Train Accuracy:  0.979, Validation Accuracy:  0.959, Loss:  0.006
Epoch  57 Batch  198/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.005
Epoch  57 Batch  199/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.005
Epoch  57 Batch  200/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.004
Epoch  57 Batch  201/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  57 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  57 Batch  203/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  57 Batch  204/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.004
Epoch  57 Batch  205/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  57 Batch  206/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.005
Epoch  57 Batch  207/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.005
Epoch  57 Batch  208/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.006
Epoch  57 Batch  209/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  57 Batch  210/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.004
Epoch  57 Batch  211/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch  212/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  57 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.005
Epoch  57 Batch  214/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.005
Epoch  57 Batch  215/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  57 Batch  217/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch  218/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.004
Epoch  57 Batch  219/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch  220/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  57 Batch  221/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.005
Epoch  57 Batch  222/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.004
Epoch  57 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.005
Epoch  57 Batch  224/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  57 Batch  225/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  57 Batch  226/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  57 Batch  227/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.008
Epoch  57 Batch  228/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.004
Epoch  57 Batch  229/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  57 Batch  230/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  57 Batch  231/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  57 Batch  232/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  57 Batch  233/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  57 Batch  234/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  57 Batch  235/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  57 Batch  236/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  57 Batch  237/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  57 Batch  238/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch  239/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch  240/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  57 Batch  241/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  57 Batch  242/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  57 Batch  243/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.004
Epoch  57 Batch  244/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.005
Epoch  57 Batch  245/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  57 Batch  246/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  57 Batch  247/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.005
Epoch  57 Batch  248/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  57 Batch  249/269 - Train Accuracy:  0.983, Validation Accuracy:  0.960, Loss:  0.005
Epoch  57 Batch  250/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.004
Epoch  57 Batch  251/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  57 Batch  252/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  57 Batch  253/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  57 Batch  254/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  57 Batch  255/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.006
Epoch  57 Batch  256/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.005
Epoch  57 Batch  257/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  57 Batch  258/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch  259/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  57 Batch  260/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.005
Epoch  57 Batch  262/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  57 Batch  263/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.005
Epoch  57 Batch  264/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  57 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.005
Epoch  57 Batch  266/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.004
Epoch  57 Batch  267/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch    0/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  58 Batch    1/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  58 Batch    2/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  58 Batch    3/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.004
Epoch  58 Batch    4/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.004
Epoch  58 Batch    5/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  58 Batch    6/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  58 Batch    7/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch    8/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.006
Epoch  58 Batch    9/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  58 Batch   11/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  58 Batch   12/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  58 Batch   13/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  58 Batch   14/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  58 Batch   15/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.004
Epoch  58 Batch   16/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  58 Batch   17/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  58 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.006
Epoch  58 Batch   19/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.004
Epoch  58 Batch   20/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.005
Epoch  58 Batch   21/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  58 Batch   22/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  58 Batch   23/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  58 Batch   24/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  58 Batch   25/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch   26/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  58 Batch   27/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  58 Batch   28/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.004
Epoch  58 Batch   29/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  58 Batch   30/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  58 Batch   31/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.004
Epoch  58 Batch   32/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.003
Epoch  58 Batch   33/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  58 Batch   34/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  58 Batch   35/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.010
Epoch  58 Batch   36/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.005
Epoch  58 Batch   37/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.005
Epoch  58 Batch   38/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  58 Batch   39/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  58 Batch   40/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  58 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  58 Batch   42/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  58 Batch   43/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  58 Batch   44/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  58 Batch   45/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.005
Epoch  58 Batch   46/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.004
Epoch  58 Batch   47/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.005
Epoch  58 Batch   48/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  58 Batch   49/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  58 Batch   50/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.005
Epoch  58 Batch   51/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.004
Epoch  58 Batch   52/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.004
Epoch  58 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.004
Epoch  58 Batch   54/269 - Train Accuracy:  0.981, Validation Accuracy:  0.975, Loss:  0.006
Epoch  58 Batch   55/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.005
Epoch  58 Batch   56/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  58 Batch   57/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  58 Batch   58/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.004
Epoch  58 Batch   59/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  58 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  58 Batch   61/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.005
Epoch  58 Batch   62/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.006
Epoch  58 Batch   63/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  58 Batch   64/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  58 Batch   65/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  58 Batch   66/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.005
Epoch  58 Batch   67/269 - Train Accuracy:  0.976, Validation Accuracy:  0.974, Loss:  0.006
Epoch  58 Batch   68/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.004
Epoch  58 Batch   69/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.005
Epoch  58 Batch   70/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  58 Batch   71/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  58 Batch   72/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.004
Epoch  58 Batch   73/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  58 Batch   74/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.004
Epoch  58 Batch   75/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  58 Batch   76/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.003
Epoch  58 Batch   77/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.005
Epoch  58 Batch   78/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  58 Batch   79/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.005
Epoch  58 Batch   80/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch   81/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch   82/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  58 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  58 Batch   84/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  58 Batch   85/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  58 Batch   86/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  58 Batch   87/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  58 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.005
Epoch  58 Batch   89/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.005
Epoch  58 Batch   90/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.005
Epoch  58 Batch   91/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  58 Batch   92/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  58 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch   94/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  58 Batch   95/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch   96/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.005
Epoch  58 Batch   97/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  58 Batch   98/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch   99/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  58 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.006
Epoch  58 Batch  101/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.008
Epoch  58 Batch  102/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  58 Batch  103/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.006
Epoch  58 Batch  104/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.005
Epoch  58 Batch  105/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  58 Batch  106/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  58 Batch  107/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.005
Epoch  58 Batch  108/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  58 Batch  109/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.005
Epoch  58 Batch  110/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.004
Epoch  58 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.005
Epoch  58 Batch  112/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch  113/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.005
Epoch  58 Batch  114/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.005
Epoch  58 Batch  115/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.004
Epoch  58 Batch  116/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  58 Batch  117/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  58 Batch  118/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.004
Epoch  58 Batch  119/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  58 Batch  120/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.005
Epoch  58 Batch  121/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  58 Batch  122/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  58 Batch  123/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.005
Epoch  58 Batch  124/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  58 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.004
Epoch  58 Batch  126/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.005
Epoch  58 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  58 Batch  128/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  58 Batch  129/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  58 Batch  130/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  58 Batch  131/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  58 Batch  132/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  58 Batch  133/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  58 Batch  134/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  58 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.005
Epoch  58 Batch  136/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  58 Batch  137/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  58 Batch  138/269 - Train Accuracy:  0.983, Validation Accuracy:  0.960, Loss:  0.004
Epoch  58 Batch  139/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.004
Epoch  58 Batch  140/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  58 Batch  141/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.004
Epoch  58 Batch  142/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.005
Epoch  58 Batch  143/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.006
Epoch  58 Batch  144/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  58 Batch  145/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.005
Epoch  58 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.004
Epoch  58 Batch  147/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  58 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.005
Epoch  58 Batch  149/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  58 Batch  150/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.007
Epoch  58 Batch  151/269 - Train Accuracy:  0.981, Validation Accuracy:  0.958, Loss:  0.005
Epoch  58 Batch  152/269 - Train Accuracy:  0.979, Validation Accuracy:  0.953, Loss:  0.006
Epoch  58 Batch  153/269 - Train Accuracy:  0.982, Validation Accuracy:  0.958, Loss:  0.006
Epoch  58 Batch  154/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  58 Batch  155/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  58 Batch  156/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  58 Batch  157/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  58 Batch  158/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  58 Batch  159/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch  160/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  58 Batch  161/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.004
Epoch  58 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  58 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.006
Epoch  58 Batch  164/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  58 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  58 Batch  166/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  58 Batch  167/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.005
Epoch  58 Batch  168/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.005
Epoch  58 Batch  169/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.004
Epoch  58 Batch  170/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  58 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.005
Epoch  58 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch  173/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  58 Batch  174/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch  175/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  58 Batch  176/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  58 Batch  177/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  58 Batch  178/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  58 Batch  179/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  58 Batch  180/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  58 Batch  181/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  58 Batch  182/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.005
Epoch  58 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.004
Epoch  58 Batch  184/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.006
Epoch  58 Batch  185/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.006
Epoch  58 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  58 Batch  187/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  58 Batch  188/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  58 Batch  189/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch  190/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.005
Epoch  58 Batch  191/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  58 Batch  193/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  58 Batch  194/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  58 Batch  195/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.004
Epoch  58 Batch  196/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  58 Batch  197/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  58 Batch  198/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  58 Batch  199/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.004
Epoch  58 Batch  200/269 - Train Accuracy:  0.987, Validation Accuracy:  0.962, Loss:  0.004
Epoch  58 Batch  201/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  58 Batch  202/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.005
Epoch  58 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  58 Batch  204/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.003
Epoch  58 Batch  205/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  58 Batch  206/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  58 Batch  207/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  58 Batch  208/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  58 Batch  209/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  58 Batch  210/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.005
Epoch  58 Batch  211/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.004
Epoch  58 Batch  212/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  58 Batch  213/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.005
Epoch  58 Batch  214/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  58 Batch  215/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  58 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  58 Batch  217/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  58 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.963, Loss:  0.003
Epoch  58 Batch  219/269 - Train Accuracy:  0.982, Validation Accuracy:  0.960, Loss:  0.004
Epoch  58 Batch  220/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  58 Batch  221/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  58 Batch  222/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.004
Epoch  58 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.004
Epoch  58 Batch  224/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  58 Batch  225/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  58 Batch  226/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  58 Batch  227/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  58 Batch  228/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  58 Batch  229/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.004
Epoch  58 Batch  230/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  58 Batch  231/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.005
Epoch  58 Batch  232/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  58 Batch  233/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.005
Epoch  58 Batch  234/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  58 Batch  235/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  58 Batch  236/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.005
Epoch  58 Batch  237/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  58 Batch  238/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  58 Batch  239/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch  240/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  58 Batch  241/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  58 Batch  242/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  58 Batch  243/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  58 Batch  244/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  58 Batch  245/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  58 Batch  246/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.006
Epoch  58 Batch  247/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  58 Batch  248/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  58 Batch  249/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.005
Epoch  58 Batch  250/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.005
Epoch  58 Batch  251/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  58 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch  253/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.005
Epoch  58 Batch  254/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  58 Batch  255/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.007
Epoch  58 Batch  256/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.005
Epoch  58 Batch  257/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  58 Batch  258/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  58 Batch  259/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.007
Epoch  58 Batch  260/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  58 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  58 Batch  262/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  58 Batch  263/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  58 Batch  264/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  58 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.005
Epoch  58 Batch  266/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  58 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  59 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  59 Batch    1/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch    2/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  59 Batch    3/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  59 Batch    4/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  59 Batch    5/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.005
Epoch  59 Batch    6/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  59 Batch    7/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  59 Batch    8/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  59 Batch    9/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  59 Batch   10/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.004
Epoch  59 Batch   11/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  59 Batch   12/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  59 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch   14/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  59 Batch   15/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  59 Batch   16/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch   17/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.004
Epoch  59 Batch   18/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  59 Batch   19/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch   20/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  59 Batch   21/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  59 Batch   22/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  59 Batch   23/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.005
Epoch  59 Batch   24/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  59 Batch   25/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.004
Epoch  59 Batch   26/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  59 Batch   27/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  59 Batch   28/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.004
Epoch  59 Batch   29/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  59 Batch   30/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.006
Epoch  59 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  59 Batch   32/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  59 Batch   33/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  59 Batch   34/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  59 Batch   35/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.008
Epoch  59 Batch   36/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.005
Epoch  59 Batch   37/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.005
Epoch  59 Batch   38/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch   39/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  59 Batch   40/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  59 Batch   41/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  59 Batch   42/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  59 Batch   43/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch   44/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  59 Batch   45/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch   46/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  59 Batch   47/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.004
Epoch  59 Batch   48/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch   49/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  59 Batch   50/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  59 Batch   51/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  59 Batch   52/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  59 Batch   53/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  59 Batch   54/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch   55/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch   56/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  59 Batch   57/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  59 Batch   58/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch   59/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  59 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.006
Epoch  59 Batch   61/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.005
Epoch  59 Batch   62/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.005
Epoch  59 Batch   63/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  59 Batch   64/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.004
Epoch  59 Batch   65/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  59 Batch   66/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch   67/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch   68/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.004
Epoch  59 Batch   69/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  59 Batch   70/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.005
Epoch  59 Batch   71/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  59 Batch   72/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  59 Batch   73/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.005
Epoch  59 Batch   74/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.004
Epoch  59 Batch   75/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.006
Epoch  59 Batch   76/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  59 Batch   77/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.005
Epoch  59 Batch   78/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch   79/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.005
Epoch  59 Batch   80/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch   81/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch   82/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.002
Epoch  59 Batch   83/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.006
Epoch  59 Batch   84/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.004
Epoch  59 Batch   85/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch   86/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch   87/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch   88/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.005
Epoch  59 Batch   89/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.004
Epoch  59 Batch   90/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.005
Epoch  59 Batch   91/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  59 Batch   92/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  59 Batch   93/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  59 Batch   94/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.004
Epoch  59 Batch   95/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  59 Batch   96/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch   97/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.005
Epoch  59 Batch   98/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  59 Batch   99/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch  100/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  59 Batch  101/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  59 Batch  102/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch  103/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  59 Batch  104/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch  105/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch  106/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  59 Batch  107/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.005
Epoch  59 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.005
Epoch  59 Batch  109/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  59 Batch  110/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  59 Batch  111/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.004
Epoch  59 Batch  112/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch  113/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  59 Batch  114/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  59 Batch  115/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  59 Batch  116/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  59 Batch  117/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.004
Epoch  59 Batch  118/269 - Train Accuracy:  0.985, Validation Accuracy:  0.961, Loss:  0.004
Epoch  59 Batch  119/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.006
Epoch  59 Batch  120/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  59 Batch  121/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  59 Batch  122/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.004
Epoch  59 Batch  123/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.005
Epoch  59 Batch  124/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  59 Batch  125/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch  126/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  59 Batch  127/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  59 Batch  128/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  59 Batch  129/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  59 Batch  130/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  59 Batch  131/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.006
Epoch  59 Batch  132/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  59 Batch  133/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  59 Batch  134/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.004
Epoch  59 Batch  135/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.004
Epoch  59 Batch  136/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.005
Epoch  59 Batch  137/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.006
Epoch  59 Batch  138/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  59 Batch  139/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.004
Epoch  59 Batch  140/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  59 Batch  141/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.004
Epoch  59 Batch  142/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  59 Batch  143/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.005
Epoch  59 Batch  144/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.005
Epoch  59 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  59 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.005
Epoch  59 Batch  147/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  59 Batch  148/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.004
Epoch  59 Batch  149/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  59 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  59 Batch  151/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.004
Epoch  59 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  59 Batch  153/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  59 Batch  154/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch  155/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch  156/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  59 Batch  157/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  59 Batch  158/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch  159/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  59 Batch  160/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.004
Epoch  59 Batch  161/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  59 Batch  162/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  59 Batch  163/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.005
Epoch  59 Batch  164/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  59 Batch  165/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.004
Epoch  59 Batch  166/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  59 Batch  167/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  59 Batch  168/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch  169/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  59 Batch  170/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  59 Batch  171/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  59 Batch  172/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  59 Batch  173/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  59 Batch  174/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.005
Epoch  59 Batch  175/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.008
Epoch  59 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.004
Epoch  59 Batch  177/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  59 Batch  178/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  59 Batch  179/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  59 Batch  180/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  59 Batch  181/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.005
Epoch  59 Batch  182/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  59 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  59 Batch  184/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.006
Epoch  59 Batch  185/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.005
Epoch  59 Batch  186/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  59 Batch  187/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  59 Batch  188/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.004
Epoch  59 Batch  189/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.005
Epoch  59 Batch  190/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.004
Epoch  59 Batch  191/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.005
Epoch  59 Batch  192/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  59 Batch  193/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.004
Epoch  59 Batch  194/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  59 Batch  195/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.003
Epoch  59 Batch  196/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  59 Batch  197/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  59 Batch  198/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  59 Batch  199/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  59 Batch  200/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.004
Epoch  59 Batch  201/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  59 Batch  202/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  59 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  59 Batch  204/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.004
Epoch  59 Batch  205/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  59 Batch  206/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.005
Epoch  59 Batch  207/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.004
Epoch  59 Batch  208/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  59 Batch  209/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  59 Batch  210/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.004
Epoch  59 Batch  211/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.004
Epoch  59 Batch  212/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  59 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch  214/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch  215/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  59 Batch  216/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  59 Batch  217/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.005
Epoch  59 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.003
Epoch  59 Batch  219/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  59 Batch  220/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  59 Batch  221/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  59 Batch  222/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.004
Epoch  59 Batch  223/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.005
Epoch  59 Batch  224/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch  225/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.004
Epoch  59 Batch  226/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  59 Batch  227/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  59 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.005
Epoch  59 Batch  229/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.004
Epoch  59 Batch  230/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.005
Epoch  59 Batch  231/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  59 Batch  232/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  59 Batch  233/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  59 Batch  234/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  59 Batch  235/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  59 Batch  236/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.005
Epoch  59 Batch  237/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.005
Epoch  59 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.004
Epoch  59 Batch  239/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  59 Batch  240/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.006
Epoch  59 Batch  241/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  59 Batch  242/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  59 Batch  243/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  59 Batch  244/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.005
Epoch  59 Batch  245/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  59 Batch  246/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  59 Batch  247/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.004
Epoch  59 Batch  248/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  59 Batch  249/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.004
Epoch  59 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.005
Epoch  59 Batch  251/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.004
Epoch  59 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.005
Epoch  59 Batch  253/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  59 Batch  254/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  59 Batch  255/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  59 Batch  256/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.003
Epoch  59 Batch  257/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  59 Batch  258/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  59 Batch  259/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  59 Batch  260/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  59 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch  262/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  59 Batch  263/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  59 Batch  264/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.005
Epoch  59 Batch  265/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  59 Batch  266/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.004
Epoch  59 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  60 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  60 Batch    1/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  60 Batch    2/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  60 Batch    3/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.004
Epoch  60 Batch    4/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.003
Epoch  60 Batch    5/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  60 Batch    6/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch    7/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch    8/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.006
Epoch  60 Batch    9/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.005
Epoch  60 Batch   10/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.005
Epoch  60 Batch   11/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.006
Epoch  60 Batch   12/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  60 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  60 Batch   14/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.006
Epoch  60 Batch   15/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  60 Batch   16/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  60 Batch   17/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  60 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  60 Batch   19/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch   20/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  60 Batch   21/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  60 Batch   22/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  60 Batch   23/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  60 Batch   24/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  60 Batch   25/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  60 Batch   26/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  60 Batch   27/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  60 Batch   28/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.004
Epoch  60 Batch   29/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  60 Batch   30/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.005
Epoch  60 Batch   31/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  60 Batch   32/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  60 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  60 Batch   34/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  60 Batch   35/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  60 Batch   36/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  60 Batch   37/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.004
Epoch  60 Batch   38/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.004
Epoch  60 Batch   39/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  60 Batch   40/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch   42/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  60 Batch   43/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.004
Epoch  60 Batch   44/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  60 Batch   45/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  60 Batch   46/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  60 Batch   47/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  60 Batch   48/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch   49/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  60 Batch   50/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  60 Batch   51/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  60 Batch   52/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  60 Batch   53/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  60 Batch   54/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  60 Batch   55/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.004
Epoch  60 Batch   56/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.003
Epoch  60 Batch   57/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.005
Epoch  60 Batch   58/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  60 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  60 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  60 Batch   61/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  60 Batch   62/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.005
Epoch  60 Batch   63/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  60 Batch   64/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  60 Batch   65/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.005
Epoch  60 Batch   66/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  60 Batch   67/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  60 Batch   68/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  60 Batch   69/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  60 Batch   70/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.005
Epoch  60 Batch   71/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  60 Batch   72/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  60 Batch   73/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.004
Epoch  60 Batch   74/269 - Train Accuracy:  0.984, Validation Accuracy:  0.960, Loss:  0.004
Epoch  60 Batch   75/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.005
Epoch  60 Batch   76/269 - Train Accuracy:  0.981, Validation Accuracy:  0.959, Loss:  0.004
Epoch  60 Batch   77/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.005
Epoch  60 Batch   78/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  60 Batch   79/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.004
Epoch  60 Batch   80/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.005
Epoch  60 Batch   81/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.005
Epoch  60 Batch   82/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch   83/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  60 Batch   84/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.004
Epoch  60 Batch   86/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  60 Batch   87/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  60 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  60 Batch   89/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.004
Epoch  60 Batch   90/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  60 Batch   91/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  60 Batch   92/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  60 Batch   93/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch   94/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.005
Epoch  60 Batch   95/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch   96/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  60 Batch   97/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  60 Batch   98/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.005
Epoch  60 Batch   99/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  60 Batch  100/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  60 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  60 Batch  102/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  60 Batch  103/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  60 Batch  104/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  60 Batch  105/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  60 Batch  106/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  107/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  60 Batch  108/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  60 Batch  109/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  110/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  60 Batch  111/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.004
Epoch  60 Batch  112/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  60 Batch  113/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.005
Epoch  60 Batch  114/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  115/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  60 Batch  117/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.004
Epoch  60 Batch  118/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.004
Epoch  60 Batch  119/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.005
Epoch  60 Batch  120/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  60 Batch  121/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  60 Batch  122/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.006
Epoch  60 Batch  124/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  60 Batch  125/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  60 Batch  126/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  60 Batch  128/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  60 Batch  129/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.004
Epoch  60 Batch  130/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  60 Batch  131/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.005
Epoch  60 Batch  132/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.005
Epoch  60 Batch  133/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  60 Batch  134/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.004
Epoch  60 Batch  135/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  136/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  60 Batch  137/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  60 Batch  138/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  60 Batch  139/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  60 Batch  140/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  60 Batch  141/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.005
Epoch  60 Batch  142/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  60 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.004
Epoch  60 Batch  144/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.004
Epoch  60 Batch  145/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  146/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  60 Batch  147/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.006
Epoch  60 Batch  148/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  60 Batch  149/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch  150/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch  151/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  60 Batch  152/269 - Train Accuracy:  0.979, Validation Accuracy:  0.959, Loss:  0.005
Epoch  60 Batch  153/269 - Train Accuracy:  0.979, Validation Accuracy:  0.959, Loss:  0.006
Epoch  60 Batch  154/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  60 Batch  155/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  60 Batch  156/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  60 Batch  157/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch  158/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  60 Batch  159/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.004
Epoch  60 Batch  160/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  60 Batch  161/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  60 Batch  162/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.004
Epoch  60 Batch  163/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.005
Epoch  60 Batch  164/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.004
Epoch  60 Batch  165/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  60 Batch  166/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  60 Batch  167/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  60 Batch  168/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch  169/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.003
Epoch  60 Batch  170/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.006
Epoch  60 Batch  171/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch  172/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.004
Epoch  60 Batch  173/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  174/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  175/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  60 Batch  176/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.004
Epoch  60 Batch  177/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  60 Batch  178/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.005
Epoch  60 Batch  179/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.004
Epoch  60 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.004
Epoch  60 Batch  181/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  60 Batch  182/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.006
Epoch  60 Batch  183/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  60 Batch  184/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.005
Epoch  60 Batch  185/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  60 Batch  186/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch  187/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  188/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.004
Epoch  60 Batch  189/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.005
Epoch  60 Batch  190/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  191/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  60 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  60 Batch  194/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  60 Batch  195/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  60 Batch  196/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  60 Batch  197/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.005
Epoch  60 Batch  198/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.004
Epoch  60 Batch  199/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  60 Batch  200/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  201/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  60 Batch  202/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  60 Batch  203/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.005
Epoch  60 Batch  204/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  60 Batch  205/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.005
Epoch  60 Batch  206/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.007
Epoch  60 Batch  207/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.004
Epoch  60 Batch  208/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  60 Batch  209/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  60 Batch  210/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.004
Epoch  60 Batch  211/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  60 Batch  212/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  60 Batch  213/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.006
Epoch  60 Batch  214/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.005
Epoch  60 Batch  215/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  60 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  60 Batch  217/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.005
Epoch  60 Batch  218/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.003
Epoch  60 Batch  219/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.005
Epoch  60 Batch  220/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.005
Epoch  60 Batch  221/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.005
Epoch  60 Batch  222/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  60 Batch  223/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.005
Epoch  60 Batch  224/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.008
Epoch  60 Batch  225/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  60 Batch  226/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.004
Epoch  60 Batch  227/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.007
Epoch  60 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  229/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  60 Batch  230/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  231/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  232/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  60 Batch  233/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  60 Batch  234/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.004
Epoch  60 Batch  235/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  60 Batch  236/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.006
Epoch  60 Batch  237/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  60 Batch  238/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  60 Batch  239/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  60 Batch  240/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  60 Batch  241/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  60 Batch  242/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  60 Batch  243/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.004
Epoch  60 Batch  244/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  60 Batch  245/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  60 Batch  246/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.006
Epoch  60 Batch  247/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  60 Batch  248/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  249/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  60 Batch  250/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  60 Batch  251/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  252/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.004
Epoch  60 Batch  253/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch  254/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  60 Batch  255/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.006
Epoch  60 Batch  256/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  257/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  60 Batch  258/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  60 Batch  259/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  60 Batch  260/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  60 Batch  261/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  60 Batch  262/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  60 Batch  263/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.006
Epoch  60 Batch  264/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  60 Batch  265/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  60 Batch  266/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  60 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  61 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  61 Batch    1/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  61 Batch    2/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  61 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.003
Epoch  61 Batch    4/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.003
Epoch  61 Batch    5/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  61 Batch    6/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  61 Batch    7/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  61 Batch    8/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.006
Epoch  61 Batch    9/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.005
Epoch  61 Batch   10/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.004
Epoch  61 Batch   11/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.005
Epoch  61 Batch   12/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.006
Epoch  61 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  61 Batch   14/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  61 Batch   15/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  61 Batch   16/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  61 Batch   17/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  61 Batch   18/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  61 Batch   19/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  61 Batch   20/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.004
Epoch  61 Batch   21/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  61 Batch   22/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  61 Batch   23/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  61 Batch   24/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  61 Batch   25/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch   26/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  61 Batch   27/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  61 Batch   28/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  61 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  61 Batch   30/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  61 Batch   31/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  61 Batch   32/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  61 Batch   33/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  61 Batch   34/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch   35/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  61 Batch   36/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.005
Epoch  61 Batch   37/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.005
Epoch  61 Batch   38/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch   39/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  61 Batch   40/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  61 Batch   41/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.005
Epoch  61 Batch   42/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  61 Batch   43/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  61 Batch   44/269 - Train Accuracy:  0.980, Validation Accuracy:  0.975, Loss:  0.005
Epoch  61 Batch   45/269 - Train Accuracy:  0.977, Validation Accuracy:  0.975, Loss:  0.004
Epoch  61 Batch   46/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.003
Epoch  61 Batch   47/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.004
Epoch  61 Batch   48/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.004
Epoch  61 Batch   49/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  61 Batch   50/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.004
Epoch  61 Batch   51/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.004
Epoch  61 Batch   52/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  61 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.004
Epoch  61 Batch   54/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.005
Epoch  61 Batch   55/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  61 Batch   56/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  61 Batch   57/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.005
Epoch  61 Batch   58/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  61 Batch   59/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  61 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  61 Batch   61/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.005
Epoch  61 Batch   62/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  61 Batch   63/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  61 Batch   64/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  61 Batch   65/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.004
Epoch  61 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  61 Batch   67/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  61 Batch   68/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  61 Batch   69/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.005
Epoch  61 Batch   70/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.004
Epoch  61 Batch   71/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.005
Epoch  61 Batch   72/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.004
Epoch  61 Batch   73/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  61 Batch   74/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  61 Batch   75/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.004
Epoch  61 Batch   76/269 - Train Accuracy:  0.981, Validation Accuracy:  0.957, Loss:  0.003
Epoch  61 Batch   77/269 - Train Accuracy:  0.980, Validation Accuracy:  0.956, Loss:  0.005
Epoch  61 Batch   78/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.004
Epoch  61 Batch   79/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.005
Epoch  61 Batch   80/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  61 Batch   81/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.004
Epoch  61 Batch   82/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.004
Epoch  61 Batch   83/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  61 Batch   84/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  61 Batch   85/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  61 Batch   86/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  61 Batch   87/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  61 Batch   88/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  61 Batch   89/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  61 Batch   90/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  61 Batch   91/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  61 Batch   92/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.004
Epoch  61 Batch   93/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  61 Batch   94/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  61 Batch   95/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  61 Batch   96/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  61 Batch   97/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  61 Batch   98/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.006
Epoch  61 Batch   99/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch  100/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  61 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  61 Batch  102/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.005
Epoch  61 Batch  103/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  61 Batch  104/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  61 Batch  105/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.004
Epoch  61 Batch  106/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  61 Batch  107/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.004
Epoch  61 Batch  108/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  61 Batch  109/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  61 Batch  110/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  61 Batch  111/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.004
Epoch  61 Batch  112/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.004
Epoch  61 Batch  113/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.005
Epoch  61 Batch  114/269 - Train Accuracy:  0.978, Validation Accuracy:  0.974, Loss:  0.004
Epoch  61 Batch  115/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.005
Epoch  61 Batch  116/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  61 Batch  117/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  61 Batch  118/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch  119/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  61 Batch  120/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  61 Batch  121/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch  122/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  61 Batch  123/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.005
Epoch  61 Batch  124/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  61 Batch  125/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  61 Batch  126/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  61 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  61 Batch  129/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  61 Batch  130/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  61 Batch  131/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.006
Epoch  61 Batch  132/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.005
Epoch  61 Batch  133/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.004
Epoch  61 Batch  134/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  61 Batch  135/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch  136/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  61 Batch  137/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  61 Batch  138/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch  139/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.004
Epoch  61 Batch  140/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  61 Batch  141/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.005
Epoch  61 Batch  142/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.006
Epoch  61 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.004
Epoch  61 Batch  144/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  61 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  61 Batch  146/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  61 Batch  147/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.006
Epoch  61 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.004
Epoch  61 Batch  149/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  61 Batch  150/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.007
Epoch  61 Batch  151/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.004
Epoch  61 Batch  152/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.004
Epoch  61 Batch  153/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.005
Epoch  61 Batch  154/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  61 Batch  155/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  61 Batch  156/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  61 Batch  157/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  61 Batch  158/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  61 Batch  159/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  61 Batch  160/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  61 Batch  161/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  61 Batch  162/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  61 Batch  163/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.005
Epoch  61 Batch  164/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch  165/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  61 Batch  166/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  61 Batch  167/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch  168/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  61 Batch  169/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.004
Epoch  61 Batch  170/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  61 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.005
Epoch  61 Batch  172/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.005
Epoch  61 Batch  173/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  61 Batch  174/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  61 Batch  175/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  61 Batch  176/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  61 Batch  177/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  61 Batch  178/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  61 Batch  179/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  61 Batch  180/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.004
Epoch  61 Batch  181/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  61 Batch  182/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  61 Batch  183/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  61 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.006
Epoch  61 Batch  185/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.005
Epoch  61 Batch  186/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.004
Epoch  61 Batch  187/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  61 Batch  188/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.004
Epoch  61 Batch  189/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.004
Epoch  61 Batch  190/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  61 Batch  191/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.004
Epoch  61 Batch  192/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch  193/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch  194/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch  195/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch  196/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.004
Epoch  61 Batch  197/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  61 Batch  198/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.004
Epoch  61 Batch  199/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.005
Epoch  61 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.964, Loss:  0.004
Epoch  61 Batch  201/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  61 Batch  202/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.005
Epoch  61 Batch  203/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  61 Batch  204/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.004
Epoch  61 Batch  205/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.005
Epoch  61 Batch  206/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  61 Batch  207/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.004
Epoch  61 Batch  208/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  61 Batch  209/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.005
Epoch  61 Batch  210/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.004
Epoch  61 Batch  211/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.005
Epoch  61 Batch  212/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  61 Batch  213/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.005
Epoch  61 Batch  214/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  61 Batch  215/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  61 Batch  216/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  61 Batch  217/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  61 Batch  218/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.005
Epoch  61 Batch  219/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.005
Epoch  61 Batch  220/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.006
Epoch  61 Batch  221/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  61 Batch  222/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  61 Batch  223/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.004
Epoch  61 Batch  224/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  61 Batch  225/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  61 Batch  226/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  61 Batch  227/269 - Train Accuracy:  0.982, Validation Accuracy:  0.959, Loss:  0.010
Epoch  61 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.006
Epoch  61 Batch  229/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.004
Epoch  61 Batch  230/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  61 Batch  231/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  61 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  61 Batch  233/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.006
Epoch  61 Batch  234/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  61 Batch  235/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.003
Epoch  61 Batch  236/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  61 Batch  237/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  61 Batch  238/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.005
Epoch  61 Batch  239/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  61 Batch  240/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  61 Batch  241/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  61 Batch  242/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  61 Batch  243/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.006
Epoch  61 Batch  244/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  61 Batch  245/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  61 Batch  246/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  61 Batch  247/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.003
Epoch  61 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.004
Epoch  61 Batch  249/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.010
Epoch  61 Batch  250/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.006
Epoch  61 Batch  251/269 - Train Accuracy:  0.934, Validation Accuracy:  0.929, Loss:  0.048
Epoch  61 Batch  252/269 - Train Accuracy:  0.947, Validation Accuracy:  0.942, Loss:  0.135
Epoch  61 Batch  253/269 - Train Accuracy:  0.929, Validation Accuracy:  0.909, Loss:  0.079
Epoch  61 Batch  254/269 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.149
Epoch  61 Batch  255/269 - Train Accuracy:  0.938, Validation Accuracy:  0.922, Loss:  0.070
Epoch  61 Batch  256/269 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.079
Epoch  61 Batch  257/269 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.069
Epoch  61 Batch  258/269 - Train Accuracy:  0.951, Validation Accuracy:  0.949, Loss:  0.098
Epoch  61 Batch  259/269 - Train Accuracy:  0.932, Validation Accuracy:  0.934, Loss:  0.026
Epoch  61 Batch  260/269 - Train Accuracy:  0.959, Validation Accuracy:  0.944, Loss:  0.051
Epoch  61 Batch  261/269 - Train Accuracy:  0.947, Validation Accuracy:  0.929, Loss:  0.040
Epoch  61 Batch  262/269 - Train Accuracy:  0.935, Validation Accuracy:  0.922, Loss:  0.052
Epoch  61 Batch  263/269 - Train Accuracy:  0.952, Validation Accuracy:  0.938, Loss:  0.043
Epoch  61 Batch  264/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.034
Epoch  61 Batch  265/269 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.023
Epoch  61 Batch  266/269 - Train Accuracy:  0.963, Validation Accuracy:  0.949, Loss:  0.034
Epoch  61 Batch  267/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.021
Epoch  62 Batch    0/269 - Train Accuracy:  0.950, Validation Accuracy:  0.939, Loss:  0.023
Epoch  62 Batch    1/269 - Train Accuracy:  0.965, Validation Accuracy:  0.944, Loss:  0.025
Epoch  62 Batch    2/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.020
Epoch  62 Batch    3/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.020
Epoch  62 Batch    4/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.018
Epoch  62 Batch    5/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.017
Epoch  62 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.014
Epoch  62 Batch    7/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.019
Epoch  62 Batch    8/269 - Train Accuracy:  0.969, Validation Accuracy:  0.949, Loss:  0.021
Epoch  62 Batch    9/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.015
Epoch  62 Batch   10/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.012
Epoch  62 Batch   11/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.019
Epoch  62 Batch   12/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.018
Epoch  62 Batch   13/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch   14/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.012
Epoch  62 Batch   15/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.011
Epoch  62 Batch   16/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.015
Epoch  62 Batch   17/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.010
Epoch  62 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.011
Epoch  62 Batch   19/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.009
Epoch  62 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.959, Loss:  0.010
Epoch  62 Batch   21/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  62 Batch   22/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  62 Batch   23/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  62 Batch   24/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.007
Epoch  62 Batch   25/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  62 Batch   26/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.008
Epoch  62 Batch   27/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  62 Batch   28/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  62 Batch   29/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  62 Batch   30/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  62 Batch   31/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  62 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  62 Batch   33/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  62 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  62 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  62 Batch   36/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  62 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  62 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.006
Epoch  62 Batch   39/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch   40/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  62 Batch   41/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.006
Epoch  62 Batch   42/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.005
Epoch  62 Batch   43/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  62 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  62 Batch   45/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  62 Batch   46/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  62 Batch   47/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  62 Batch   48/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  62 Batch   49/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  62 Batch   50/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  62 Batch   51/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  62 Batch   52/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  62 Batch   53/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  62 Batch   54/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.005
Epoch  62 Batch   55/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.005
Epoch  62 Batch   56/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.005
Epoch  62 Batch   57/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  62 Batch   58/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.005
Epoch  62 Batch   59/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  62 Batch   60/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  62 Batch   61/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  62 Batch   62/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.006
Epoch  62 Batch   63/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.005
Epoch  62 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.005
Epoch  62 Batch   65/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  62 Batch   66/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  62 Batch   67/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  62 Batch   68/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch   69/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.005
Epoch  62 Batch   70/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.005
Epoch  62 Batch   71/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.007
Epoch  62 Batch   72/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.005
Epoch  62 Batch   73/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  62 Batch   74/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.004
Epoch  62 Batch   75/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  62 Batch   76/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.004
Epoch  62 Batch   77/269 - Train Accuracy:  0.982, Validation Accuracy:  0.960, Loss:  0.005
Epoch  62 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.005
Epoch  62 Batch   79/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.006
Epoch  62 Batch   80/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.005
Epoch  62 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  62 Batch   82/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.003
Epoch  62 Batch   83/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  62 Batch   84/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  62 Batch   85/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  62 Batch   86/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  62 Batch   87/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.004
Epoch  62 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.005
Epoch  62 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.005
Epoch  62 Batch   90/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.005
Epoch  62 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.005
Epoch  62 Batch   92/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  62 Batch   93/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch   94/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  62 Batch   95/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  62 Batch   96/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.004
Epoch  62 Batch   97/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.005
Epoch  62 Batch   98/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  62 Batch   99/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  62 Batch  101/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  62 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.006
Epoch  62 Batch  103/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.006
Epoch  62 Batch  104/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  62 Batch  105/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  62 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.006
Epoch  62 Batch  107/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.005
Epoch  62 Batch  108/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.005
Epoch  62 Batch  109/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  62 Batch  110/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  62 Batch  111/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  62 Batch  112/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  62 Batch  113/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  62 Batch  114/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.004
Epoch  62 Batch  115/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  62 Batch  116/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  62 Batch  117/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  62 Batch  118/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  62 Batch  119/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  62 Batch  120/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.006
Epoch  62 Batch  121/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  62 Batch  122/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.004
Epoch  62 Batch  123/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.006
Epoch  62 Batch  124/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  62 Batch  125/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  62 Batch  126/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  62 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.005
Epoch  62 Batch  128/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  62 Batch  129/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  130/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  62 Batch  131/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  62 Batch  132/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.005
Epoch  62 Batch  133/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  62 Batch  134/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  62 Batch  135/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  62 Batch  136/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.005
Epoch  62 Batch  137/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  62 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.003
Epoch  62 Batch  139/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  140/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  62 Batch  141/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  62 Batch  142/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  62 Batch  143/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  62 Batch  144/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  62 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  62 Batch  146/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.005
Epoch  62 Batch  147/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.006
Epoch  62 Batch  148/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.004
Epoch  62 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  62 Batch  150/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.005
Epoch  62 Batch  151/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.005
Epoch  62 Batch  152/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  62 Batch  153/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  154/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.004
Epoch  62 Batch  155/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  62 Batch  156/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  157/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  62 Batch  158/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  159/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  160/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.003
Epoch  62 Batch  161/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.003
Epoch  62 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  62 Batch  163/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  62 Batch  164/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  62 Batch  165/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  62 Batch  166/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  62 Batch  167/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  62 Batch  168/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  169/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.003
Epoch  62 Batch  170/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.004
Epoch  62 Batch  171/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  62 Batch  172/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.005
Epoch  62 Batch  173/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  62 Batch  174/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  62 Batch  175/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  62 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.004
Epoch  62 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  62 Batch  178/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  62 Batch  179/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  62 Batch  180/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  62 Batch  181/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  62 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.005
Epoch  62 Batch  183/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  62 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.006
Epoch  62 Batch  185/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.005
Epoch  62 Batch  186/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  62 Batch  187/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  62 Batch  188/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.003
Epoch  62 Batch  189/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.004
Epoch  62 Batch  190/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.004
Epoch  62 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.004
Epoch  62 Batch  192/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  62 Batch  193/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  194/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  62 Batch  195/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.004
Epoch  62 Batch  196/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  197/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  62 Batch  198/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  62 Batch  199/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  62 Batch  200/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  62 Batch  201/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  62 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  62 Batch  203/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  62 Batch  204/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.003
Epoch  62 Batch  205/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  62 Batch  206/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  207/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  208/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  62 Batch  209/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  62 Batch  210/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.003
Epoch  62 Batch  211/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  62 Batch  212/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  62 Batch  213/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.004
Epoch  62 Batch  214/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  215/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.004
Epoch  62 Batch  216/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  62 Batch  217/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.004
Epoch  62 Batch  218/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  219/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  220/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.004
Epoch  62 Batch  221/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.004
Epoch  62 Batch  222/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.004
Epoch  62 Batch  223/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.003
Epoch  62 Batch  224/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  62 Batch  225/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  62 Batch  226/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  62 Batch  227/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.007
Epoch  62 Batch  228/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  62 Batch  229/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  62 Batch  230/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.004
Epoch  62 Batch  231/269 - Train Accuracy:  0.978, Validation Accuracy:  0.975, Loss:  0.004
Epoch  62 Batch  232/269 - Train Accuracy:  0.976, Validation Accuracy:  0.974, Loss:  0.004
Epoch  62 Batch  233/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.003
Epoch  62 Batch  234/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.003
Epoch  62 Batch  235/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.002
Epoch  62 Batch  236/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  62 Batch  237/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  62 Batch  238/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  62 Batch  239/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.004
Epoch  62 Batch  240/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  62 Batch  241/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.004
Epoch  62 Batch  242/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.004
Epoch  62 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  62 Batch  244/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.004
Epoch  62 Batch  245/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  62 Batch  246/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  247/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  62 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.003
Epoch  62 Batch  249/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  62 Batch  250/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  62 Batch  251/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  62 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.004
Epoch  62 Batch  253/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  62 Batch  254/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.005
Epoch  62 Batch  255/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.005
Epoch  62 Batch  256/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  62 Batch  257/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  62 Batch  258/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.004
Epoch  62 Batch  259/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.005
Epoch  62 Batch  260/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  62 Batch  261/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.003
Epoch  62 Batch  262/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.006
Epoch  62 Batch  263/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  62 Batch  264/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  62 Batch  265/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.003
Epoch  62 Batch  266/269 - Train Accuracy:  0.978, Validation Accuracy:  0.975, Loss:  0.003
Epoch  62 Batch  267/269 - Train Accuracy:  0.978, Validation Accuracy:  0.975, Loss:  0.004
Epoch  63 Batch    0/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.005
Epoch  63 Batch    1/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.004
Epoch  63 Batch    2/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.004
Epoch  63 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  63 Batch    4/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.003
Epoch  63 Batch    5/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.004
Epoch  63 Batch    6/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  63 Batch    7/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  63 Batch    8/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.004
Epoch  63 Batch    9/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.005
Epoch  63 Batch   10/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch   11/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  63 Batch   12/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.005
Epoch  63 Batch   13/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.003
Epoch  63 Batch   14/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.004
Epoch  63 Batch   15/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch   16/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.005
Epoch  63 Batch   17/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch   18/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.005
Epoch  63 Batch   19/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  63 Batch   20/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch   21/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch   22/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  63 Batch   23/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  63 Batch   24/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.004
Epoch  63 Batch   25/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch   26/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch   27/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.004
Epoch  63 Batch   28/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.004
Epoch  63 Batch   29/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  63 Batch   30/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.004
Epoch  63 Batch   31/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  63 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.003
Epoch  63 Batch   33/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  63 Batch   34/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch   35/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.008
Epoch  63 Batch   36/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  63 Batch   37/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.004
Epoch  63 Batch   38/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  63 Batch   39/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch   40/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  63 Batch   41/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.003
Epoch  63 Batch   42/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  63 Batch   43/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch   44/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.006
Epoch  63 Batch   45/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.004
Epoch  63 Batch   46/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.002
Epoch  63 Batch   47/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch   48/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  63 Batch   49/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch   50/269 - Train Accuracy:  0.979, Validation Accuracy:  0.975, Loss:  0.005
Epoch  63 Batch   51/269 - Train Accuracy:  0.981, Validation Accuracy:  0.976, Loss:  0.003
Epoch  63 Batch   52/269 - Train Accuracy:  0.981, Validation Accuracy:  0.975, Loss:  0.003
Epoch  63 Batch   53/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch   54/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  63 Batch   55/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch   56/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch   57/269 - Train Accuracy:  0.982, Validation Accuracy:  0.975, Loss:  0.004
Epoch  63 Batch   58/269 - Train Accuracy:  0.978, Validation Accuracy:  0.975, Loss:  0.003
Epoch  63 Batch   59/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  63 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.973, Loss:  0.005
Epoch  63 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.974, Loss:  0.004
Epoch  63 Batch   62/269 - Train Accuracy:  0.978, Validation Accuracy:  0.975, Loss:  0.005
Epoch  63 Batch   63/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  63 Batch   64/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch   65/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  63 Batch   66/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  63 Batch   67/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  63 Batch   68/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch   69/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  63 Batch   70/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch   71/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  63 Batch   72/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch   73/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.004
Epoch  63 Batch   74/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch   75/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  63 Batch   76/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  63 Batch   77/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.004
Epoch  63 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.004
Epoch  63 Batch   79/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.004
Epoch  63 Batch   80/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.004
Epoch  63 Batch   81/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  63 Batch   82/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  63 Batch   83/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  63 Batch   84/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch   85/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  63 Batch   86/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  63 Batch   87/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  63 Batch   88/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  63 Batch   89/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  63 Batch   90/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  63 Batch   91/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.004
Epoch  63 Batch   92/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  63 Batch   93/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.003
Epoch  63 Batch   94/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  63 Batch   95/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  63 Batch   96/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  63 Batch   97/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch   98/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  63 Batch   99/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  63 Batch  100/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  63 Batch  101/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  63 Batch  102/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  63 Batch  103/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  63 Batch  104/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.004
Epoch  63 Batch  105/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.004
Epoch  63 Batch  106/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.004
Epoch  63 Batch  107/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.004
Epoch  63 Batch  108/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.003
Epoch  63 Batch  109/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.004
Epoch  63 Batch  110/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  63 Batch  111/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.005
Epoch  63 Batch  112/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.004
Epoch  63 Batch  113/269 - Train Accuracy:  0.974, Validation Accuracy:  0.974, Loss:  0.005
Epoch  63 Batch  114/269 - Train Accuracy:  0.978, Validation Accuracy:  0.974, Loss:  0.003
Epoch  63 Batch  115/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.004
Epoch  63 Batch  116/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  63 Batch  117/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  63 Batch  118/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  119/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.004
Epoch  63 Batch  120/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.005
Epoch  63 Batch  121/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch  122/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch  123/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.005
Epoch  63 Batch  124/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.004
Epoch  63 Batch  125/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch  126/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch  127/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  63 Batch  128/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  63 Batch  129/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.004
Epoch  63 Batch  130/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  63 Batch  131/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  63 Batch  132/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch  133/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  63 Batch  134/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  63 Batch  135/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  63 Batch  136/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.004
Epoch  63 Batch  137/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  63 Batch  138/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  63 Batch  139/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  63 Batch  140/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.005
Epoch  63 Batch  141/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch  142/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  63 Batch  143/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.004
Epoch  63 Batch  144/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  63 Batch  145/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  63 Batch  146/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  63 Batch  147/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  63 Batch  148/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  63 Batch  149/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  63 Batch  150/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch  151/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch  152/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  63 Batch  153/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  63 Batch  154/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  63 Batch  155/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch  156/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  157/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch  158/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  159/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch  160/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch  161/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch  163/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch  164/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  63 Batch  165/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  63 Batch  166/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  63 Batch  167/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.004
Epoch  63 Batch  168/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  63 Batch  169/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  63 Batch  170/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.004
Epoch  63 Batch  171/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  63 Batch  172/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  63 Batch  173/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  63 Batch  174/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  63 Batch  175/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.006
Epoch  63 Batch  176/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.003
Epoch  63 Batch  177/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  63 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.003
Epoch  63 Batch  179/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  180/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch  181/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch  182/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.004
Epoch  63 Batch  183/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch  184/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.004
Epoch  63 Batch  185/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch  186/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch  187/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  63 Batch  188/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  63 Batch  189/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  63 Batch  190/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.003
Epoch  63 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.004
Epoch  63 Batch  192/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  63 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.003
Epoch  63 Batch  194/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  196/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  63 Batch  197/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  63 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  63 Batch  199/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch  201/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  63 Batch  202/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch  203/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  63 Batch  204/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  63 Batch  205/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  63 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  207/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  63 Batch  208/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.004
Epoch  63 Batch  209/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  63 Batch  210/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  63 Batch  211/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  63 Batch  212/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  63 Batch  213/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch  214/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch  215/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.004
Epoch  63 Batch  216/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  63 Batch  217/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.004
Epoch  63 Batch  218/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  63 Batch  219/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.003
Epoch  63 Batch  220/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.004
Epoch  63 Batch  221/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.003
Epoch  63 Batch  222/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.003
Epoch  63 Batch  223/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.003
Epoch  63 Batch  224/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  63 Batch  225/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  63 Batch  227/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.006
Epoch  63 Batch  228/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch  229/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  63 Batch  230/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch  231/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch  232/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch  233/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch  234/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch  235/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  63 Batch  236/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch  237/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  63 Batch  238/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  63 Batch  239/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch  240/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  63 Batch  241/269 - Train Accuracy:  0.978, Validation Accuracy:  0.974, Loss:  0.004
Epoch  63 Batch  242/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  63 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  63 Batch  244/269 - Train Accuracy:  0.979, Validation Accuracy:  0.975, Loss:  0.004
Epoch  63 Batch  245/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.003
Epoch  63 Batch  246/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  63 Batch  247/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  248/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  63 Batch  249/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  63 Batch  250/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  63 Batch  251/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  63 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch  253/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  63 Batch  254/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch  255/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.004
Epoch  63 Batch  256/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  257/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  258/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.004
Epoch  63 Batch  259/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.005
Epoch  63 Batch  260/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  261/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  262/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.005
Epoch  63 Batch  263/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  264/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  63 Batch  265/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  63 Batch  266/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.003
Epoch  63 Batch  267/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  64 Batch    0/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.005
Epoch  64 Batch    1/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  64 Batch    2/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  64 Batch    3/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch    4/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.002
Epoch  64 Batch    5/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch    6/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch    7/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch    8/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  64 Batch    9/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.004
Epoch  64 Batch   10/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch   11/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.005
Epoch  64 Batch   12/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  64 Batch   13/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  64 Batch   14/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.004
Epoch  64 Batch   15/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch   16/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.004
Epoch  64 Batch   17/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch   18/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  64 Batch   19/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch   21/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch   22/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  64 Batch   23/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch   24/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch   25/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch   26/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch   27/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.004
Epoch  64 Batch   28/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.004
Epoch  64 Batch   29/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  64 Batch   30/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  64 Batch   31/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  64 Batch   32/269 - Train Accuracy:  0.979, Validation Accuracy:  0.974, Loss:  0.002
Epoch  64 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.002
Epoch  64 Batch   34/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch   35/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.007
Epoch  64 Batch   36/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch   37/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch   38/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch   39/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch   40/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  64 Batch   41/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch   42/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch   43/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  64 Batch   44/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  64 Batch   45/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch   46/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  64 Batch   47/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  64 Batch   48/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  64 Batch   49/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  64 Batch   50/269 - Train Accuracy:  0.981, Validation Accuracy:  0.975, Loss:  0.004
Epoch  64 Batch   51/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.003
Epoch  64 Batch   52/269 - Train Accuracy:  0.984, Validation Accuracy:  0.975, Loss:  0.002
Epoch  64 Batch   53/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  64 Batch   54/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch   55/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch   56/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch   57/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch   58/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch   59/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  64 Batch   60/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.005
Epoch  64 Batch   61/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.004
Epoch  64 Batch   62/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.004
Epoch  64 Batch   63/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.004
Epoch  64 Batch   64/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.002
Epoch  64 Batch   65/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch   66/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch   67/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.004
Epoch  64 Batch   68/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch   69/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.004
Epoch  64 Batch   70/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch   71/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  64 Batch   72/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch   73/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch   74/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  64 Batch   75/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  64 Batch   76/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  64 Batch   77/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  64 Batch   78/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.004
Epoch  64 Batch   79/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.003
Epoch  64 Batch   80/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  64 Batch   81/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch   82/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  64 Batch   83/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  64 Batch   84/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  64 Batch   85/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch   86/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch   87/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch   88/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  64 Batch   89/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  64 Batch   90/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.003
Epoch  64 Batch   91/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.004
Epoch  64 Batch   92/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch   93/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch   94/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch   95/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch   96/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch   97/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  64 Batch   98/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.005
Epoch  64 Batch   99/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch  100/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch  101/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  64 Batch  102/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.004
Epoch  64 Batch  103/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  64 Batch  104/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch  105/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  64 Batch  106/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.004
Epoch  64 Batch  107/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.004
Epoch  64 Batch  108/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  109/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  110/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  64 Batch  111/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.004
Epoch  64 Batch  112/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch  113/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.004
Epoch  64 Batch  114/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  115/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.002
Epoch  64 Batch  117/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch  118/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  119/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  64 Batch  120/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.005
Epoch  64 Batch  121/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  64 Batch  122/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.003
Epoch  64 Batch  123/269 - Train Accuracy:  0.972, Validation Accuracy:  0.973, Loss:  0.005
Epoch  64 Batch  124/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  125/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  64 Batch  126/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch  127/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.004
Epoch  64 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  64 Batch  129/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  130/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  64 Batch  131/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.004
Epoch  64 Batch  132/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch  133/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  64 Batch  134/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  64 Batch  135/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  64 Batch  136/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.004
Epoch  64 Batch  137/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.004
Epoch  64 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  64 Batch  139/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  140/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.005
Epoch  64 Batch  141/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  142/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch  143/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch  144/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch  145/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch  146/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch  147/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  64 Batch  148/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  64 Batch  149/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  64 Batch  150/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  64 Batch  151/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  152/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  64 Batch  153/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  64 Batch  154/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch  155/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  156/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  157/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  64 Batch  158/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  64 Batch  159/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  160/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  64 Batch  161/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  64 Batch  162/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  64 Batch  163/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch  164/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch  165/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch  166/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  64 Batch  167/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  64 Batch  168/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch  169/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  64 Batch  170/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch  171/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch  172/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch  173/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  64 Batch  174/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch  175/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.006
Epoch  64 Batch  176/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  177/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  178/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  179/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  64 Batch  180/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch  181/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  182/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  64 Batch  183/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  64 Batch  184/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.004
Epoch  64 Batch  185/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch  186/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch  187/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  64 Batch  188/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.003
Epoch  64 Batch  189/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.003
Epoch  64 Batch  190/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  64 Batch  191/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  64 Batch  193/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  194/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch  195/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  196/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch  197/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  64 Batch  199/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  64 Batch  200/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  64 Batch  201/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  64 Batch  202/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  64 Batch  203/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  64 Batch  204/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch  205/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  64 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch  207/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  64 Batch  208/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  64 Batch  209/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  64 Batch  210/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  211/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch  212/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  64 Batch  213/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  214/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch  215/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.003
Epoch  64 Batch  216/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  64 Batch  217/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.004
Epoch  64 Batch  218/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  219/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch  220/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch  221/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch  222/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch  223/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  64 Batch  224/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.004
Epoch  64 Batch  225/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  64 Batch  226/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.003
Epoch  64 Batch  227/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.005
Epoch  64 Batch  228/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.003
Epoch  64 Batch  229/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  64 Batch  230/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  231/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  232/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  233/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  64 Batch  234/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch  235/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  64 Batch  236/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  237/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  64 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  239/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch  240/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  64 Batch  241/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  242/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  64 Batch  243/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  244/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  245/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch  246/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch  247/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch  248/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch  249/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  250/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  64 Batch  251/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch  252/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  253/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch  254/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  64 Batch  255/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  64 Batch  256/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  257/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  258/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  64 Batch  259/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  64 Batch  260/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.003
Epoch  64 Batch  261/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  64 Batch  262/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.004
Epoch  64 Batch  263/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  64 Batch  264/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  64 Batch  265/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.003
Epoch  64 Batch  266/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.002
Epoch  64 Batch  267/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  65 Batch    0/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.004
Epoch  65 Batch    1/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.004
Epoch  65 Batch    2/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.004
Epoch  65 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  65 Batch    4/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  65 Batch    5/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch    6/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  65 Batch    7/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch    8/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  65 Batch    9/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   10/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch   11/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.005
Epoch  65 Batch   12/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.004
Epoch  65 Batch   13/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  65 Batch   14/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  65 Batch   15/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.002
Epoch  65 Batch   16/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  65 Batch   17/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   18/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.003
Epoch  65 Batch   19/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  65 Batch   20/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  65 Batch   21/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   22/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   23/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   24/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   25/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   26/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   27/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   29/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.004
Epoch  65 Batch   30/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.004
Epoch  65 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  65 Batch   32/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  65 Batch   33/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  65 Batch   34/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  65 Batch   35/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.007
Epoch  65 Batch   36/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   37/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch   38/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch   39/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch   40/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  65 Batch   41/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch   42/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  65 Batch   43/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch   44/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  65 Batch   45/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.004
Epoch  65 Batch   46/269 - Train Accuracy:  0.982, Validation Accuracy:  0.975, Loss:  0.002
Epoch  65 Batch   47/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   48/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   50/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  65 Batch   51/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.003
Epoch  65 Batch   52/269 - Train Accuracy:  0.984, Validation Accuracy:  0.975, Loss:  0.002
Epoch  65 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  65 Batch   54/269 - Train Accuracy:  0.982, Validation Accuracy:  0.975, Loss:  0.003
Epoch  65 Batch   55/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch   56/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch   57/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.004
Epoch  65 Batch   58/269 - Train Accuracy:  0.979, Validation Accuracy:  0.974, Loss:  0.003
Epoch  65 Batch   59/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  65 Batch   60/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.005
Epoch  65 Batch   61/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   62/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.004
Epoch  65 Batch   63/269 - Train Accuracy:  0.979, Validation Accuracy:  0.974, Loss:  0.003
Epoch  65 Batch   64/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.002
Epoch  65 Batch   65/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch   66/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch   67/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.004
Epoch  65 Batch   68/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.003
Epoch  65 Batch   69/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  65 Batch   70/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   71/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.005
Epoch  65 Batch   72/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.003
Epoch  65 Batch   73/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  65 Batch   74/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch   75/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  65 Batch   76/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  65 Batch   77/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  65 Batch   78/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.003
Epoch  65 Batch   79/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.003
Epoch  65 Batch   80/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  65 Batch   81/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch   82/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  65 Batch   83/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  65 Batch   84/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch   85/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  65 Batch   86/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch   87/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch   88/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch   89/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  65 Batch   90/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.004
Epoch  65 Batch   92/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch   93/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch   94/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch   95/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch   96/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  65 Batch   97/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch   98/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.004
Epoch  65 Batch   99/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  100/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch  101/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  65 Batch  102/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.003
Epoch  65 Batch  103/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  65 Batch  104/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch  105/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  106/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch  107/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.004
Epoch  65 Batch  108/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  109/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  110/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  111/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  65 Batch  112/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch  113/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  65 Batch  114/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch  115/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.003
Epoch  65 Batch  116/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  65 Batch  117/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch  118/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  119/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  65 Batch  120/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  65 Batch  121/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  65 Batch  122/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.003
Epoch  65 Batch  123/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.005
Epoch  65 Batch  124/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.004
Epoch  65 Batch  125/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  65 Batch  126/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.003
Epoch  65 Batch  127/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.004
Epoch  65 Batch  128/269 - Train Accuracy:  0.984, Validation Accuracy:  0.975, Loss:  0.002
Epoch  65 Batch  129/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.003
Epoch  65 Batch  130/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.004
Epoch  65 Batch  131/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.004
Epoch  65 Batch  132/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  133/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  65 Batch  134/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  65 Batch  135/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  136/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.004
Epoch  65 Batch  137/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  65 Batch  138/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  65 Batch  139/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  140/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  65 Batch  141/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  142/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  143/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch  144/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  65 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch  146/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch  147/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  65 Batch  148/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  65 Batch  149/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  65 Batch  150/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  151/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch  152/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  65 Batch  153/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  65 Batch  154/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  155/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  156/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  65 Batch  157/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch  158/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  65 Batch  159/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  160/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  65 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  65 Batch  162/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.004
Epoch  65 Batch  163/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.003
Epoch  65 Batch  164/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch  165/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  167/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch  168/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch  169/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.002
Epoch  65 Batch  170/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch  171/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  172/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  173/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  174/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  175/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  65 Batch  176/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch  177/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  178/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch  179/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  65 Batch  180/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  65 Batch  181/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  182/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  65 Batch  183/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  65 Batch  184/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.004
Epoch  65 Batch  185/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  65 Batch  186/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  65 Batch  187/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  65 Batch  188/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  65 Batch  189/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch  190/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  191/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  192/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  65 Batch  193/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch  194/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch  195/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch  196/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch  197/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  65 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  65 Batch  199/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  65 Batch  200/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  65 Batch  201/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch  202/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  203/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch  204/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  65 Batch  205/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  65 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch  207/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch  208/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  65 Batch  209/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  65 Batch  210/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  65 Batch  211/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  65 Batch  212/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  65 Batch  213/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch  214/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  215/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  65 Batch  216/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  65 Batch  217/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.003
Epoch  65 Batch  218/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch  219/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch  220/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch  221/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  65 Batch  222/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  223/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  65 Batch  224/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  65 Batch  225/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  65 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  227/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.005
Epoch  65 Batch  228/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  65 Batch  229/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.002
Epoch  65 Batch  230/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  231/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  65 Batch  232/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch  233/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch  234/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch  235/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  65 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  65 Batch  237/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  65 Batch  238/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  65 Batch  239/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch  240/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  241/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  65 Batch  242/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  65 Batch  243/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  65 Batch  244/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.003
Epoch  65 Batch  245/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  65 Batch  246/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  247/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.003
Epoch  65 Batch  248/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  65 Batch  249/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  250/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch  251/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.003
Epoch  65 Batch  253/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch  254/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  255/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.004
Epoch  65 Batch  256/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  65 Batch  257/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  65 Batch  258/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch  259/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.005
Epoch  65 Batch  260/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.003
Epoch  65 Batch  261/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.002
Epoch  65 Batch  262/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  65 Batch  263/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  264/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  65 Batch  265/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  65 Batch  266/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  65 Batch  267/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch    0/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  66 Batch    1/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.004
Epoch  66 Batch    2/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.004
Epoch  66 Batch    3/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  66 Batch    4/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  66 Batch    5/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch    6/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  66 Batch    7/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch    8/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  66 Batch    9/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch   10/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  66 Batch   11/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.004
Epoch  66 Batch   12/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.004
Epoch  66 Batch   13/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  66 Batch   14/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch   15/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch   16/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.004
Epoch  66 Batch   17/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.002
Epoch  66 Batch   18/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch   19/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  66 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch   21/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch   22/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.003
Epoch  66 Batch   23/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  66 Batch   24/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch   25/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch   26/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  66 Batch   27/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch   29/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  66 Batch   30/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  66 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  66 Batch   32/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.002
Epoch  66 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  66 Batch   34/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  66 Batch   35/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.007
Epoch  66 Batch   36/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch   37/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  66 Batch   38/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch   39/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch   40/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch   41/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch   42/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch   43/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch   44/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  66 Batch   45/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch   46/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  66 Batch   47/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch   48/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  66 Batch   50/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch   51/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch   52/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  66 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  66 Batch   54/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch   55/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch   56/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch   57/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.003
Epoch  66 Batch   58/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch   59/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  66 Batch   60/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  66 Batch   61/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  66 Batch   62/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  66 Batch   63/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch   64/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.002
Epoch  66 Batch   65/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch   66/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  66 Batch   67/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  66 Batch   68/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  66 Batch   69/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch   70/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  66 Batch   71/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.004
Epoch  66 Batch   72/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch   73/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch   74/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch   75/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.003
Epoch  66 Batch   76/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  66 Batch   77/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  66 Batch   78/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.003
Epoch  66 Batch   79/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.003
Epoch  66 Batch   80/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  66 Batch   81/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  66 Batch   82/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  66 Batch   83/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.004
Epoch  66 Batch   84/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  66 Batch   85/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  66 Batch   86/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch   87/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch   88/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  66 Batch   89/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  66 Batch   90/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.003
Epoch  66 Batch   91/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  66 Batch   92/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch   93/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch   94/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  66 Batch   95/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  66 Batch   96/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  66 Batch   97/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch   98/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  66 Batch   99/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  66 Batch  100/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch  101/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  66 Batch  102/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch  103/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  66 Batch  104/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  105/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  66 Batch  106/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.003
Epoch  66 Batch  107/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.004
Epoch  66 Batch  108/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  66 Batch  109/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  66 Batch  110/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.002
Epoch  66 Batch  111/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.003
Epoch  66 Batch  112/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.003
Epoch  66 Batch  113/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.004
Epoch  66 Batch  114/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  66 Batch  115/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  116/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch  117/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch  118/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.003
Epoch  66 Batch  119/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  66 Batch  120/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.004
Epoch  66 Batch  121/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  66 Batch  122/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.003
Epoch  66 Batch  123/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.004
Epoch  66 Batch  124/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  66 Batch  125/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  66 Batch  126/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch  127/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch  128/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  66 Batch  129/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  66 Batch  130/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.004
Epoch  66 Batch  131/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  66 Batch  132/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch  133/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  66 Batch  134/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  66 Batch  135/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  66 Batch  136/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.004
Epoch  66 Batch  137/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  66 Batch  138/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch  139/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch  140/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  66 Batch  141/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch  142/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  66 Batch  143/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  144/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  66 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  66 Batch  146/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  66 Batch  147/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  66 Batch  148/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  66 Batch  149/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch  150/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  66 Batch  151/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  66 Batch  152/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  66 Batch  153/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  66 Batch  154/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  66 Batch  155/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  66 Batch  156/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  66 Batch  157/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.003
Epoch  66 Batch  158/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.003
Epoch  66 Batch  159/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.003
Epoch  66 Batch  160/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.003
Epoch  66 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  66 Batch  162/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  163/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch  164/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  165/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch  166/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch  167/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  168/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch  169/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch  170/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch  171/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  66 Batch  172/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  173/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  66 Batch  174/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  175/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  66 Batch  176/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  177/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch  178/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch  179/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  66 Batch  180/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  66 Batch  181/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  66 Batch  182/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  66 Batch  183/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  66 Batch  184/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  66 Batch  185/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch  186/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  66 Batch  187/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  66 Batch  188/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  66 Batch  189/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  66 Batch  190/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  66 Batch  191/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  66 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.002
Epoch  66 Batch  193/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  194/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  66 Batch  195/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  66 Batch  196/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  66 Batch  197/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  66 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  66 Batch  199/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  66 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  66 Batch  201/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  66 Batch  202/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  66 Batch  203/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  66 Batch  204/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  66 Batch  205/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  66 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch  207/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch  208/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  66 Batch  209/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  66 Batch  210/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch  211/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  66 Batch  212/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.005
Epoch  66 Batch  213/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  66 Batch  214/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  66 Batch  215/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  66 Batch  216/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.004
Epoch  66 Batch  217/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.004
Epoch  66 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.973, Loss:  0.002
Epoch  66 Batch  219/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  66 Batch  220/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.002
Epoch  66 Batch  221/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch  222/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  223/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  66 Batch  224/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.004
Epoch  66 Batch  225/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  227/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  66 Batch  228/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  66 Batch  229/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  66 Batch  230/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  231/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  66 Batch  232/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  66 Batch  233/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  66 Batch  234/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch  235/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  66 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  237/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.002
Epoch  66 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  66 Batch  239/269 - Train Accuracy:  0.981, Validation Accuracy:  0.976, Loss:  0.003
Epoch  66 Batch  240/269 - Train Accuracy:  0.981, Validation Accuracy:  0.974, Loss:  0.003
Epoch  66 Batch  241/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.003
Epoch  66 Batch  242/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  66 Batch  243/269 - Train Accuracy:  0.987, Validation Accuracy:  0.974, Loss:  0.002
Epoch  66 Batch  244/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  245/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  66 Batch  246/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch  247/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  66 Batch  248/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  66 Batch  249/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  66 Batch  250/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  66 Batch  251/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  66 Batch  252/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  253/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  66 Batch  254/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  66 Batch  255/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.004
Epoch  66 Batch  256/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  66 Batch  257/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  66 Batch  258/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  66 Batch  259/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.005
Epoch  66 Batch  260/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  66 Batch  261/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.002
Epoch  66 Batch  262/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.004
Epoch  66 Batch  263/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  66 Batch  264/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  66 Batch  265/269 - Train Accuracy:  0.981, Validation Accuracy:  0.974, Loss:  0.003
Epoch  66 Batch  266/269 - Train Accuracy:  0.983, Validation Accuracy:  0.975, Loss:  0.002
Epoch  66 Batch  267/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.003
Epoch  67 Batch    0/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.004
Epoch  67 Batch    1/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch    2/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.004
Epoch  67 Batch    3/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch    4/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  67 Batch    5/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch    6/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  67 Batch    7/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch    8/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.004
Epoch  67 Batch    9/269 - Train Accuracy:  0.981, Validation Accuracy:  0.975, Loss:  0.003
Epoch  67 Batch   10/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch   11/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.004
Epoch  67 Batch   12/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.004
Epoch  67 Batch   13/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  67 Batch   14/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch   15/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  67 Batch   16/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  67 Batch   17/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch   18/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch   19/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  67 Batch   20/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  67 Batch   21/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch   22/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch   23/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch   24/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch   25/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch   26/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  67 Batch   27/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch   29/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  67 Batch   30/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  67 Batch   31/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  67 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  67 Batch   34/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  67 Batch   35/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.007
Epoch  67 Batch   36/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch   37/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch   38/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch   39/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch   40/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch   41/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  67 Batch   42/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  67 Batch   43/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch   44/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.004
Epoch  67 Batch   45/269 - Train Accuracy:  0.982, Validation Accuracy:  0.975, Loss:  0.003
Epoch  67 Batch   46/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  67 Batch   47/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch   48/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch   49/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch   50/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  67 Batch   51/269 - Train Accuracy:  0.982, Validation Accuracy:  0.975, Loss:  0.002
Epoch  67 Batch   52/269 - Train Accuracy:  0.984, Validation Accuracy:  0.977, Loss:  0.002
Epoch  67 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.002
Epoch  67 Batch   54/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch   55/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch   56/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch   57/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch   58/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  67 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.005
Epoch  67 Batch   61/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch   62/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  67 Batch   63/269 - Train Accuracy:  0.984, Validation Accuracy:  0.975, Loss:  0.003
Epoch  67 Batch   64/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch   65/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch   66/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  67 Batch   67/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  67 Batch   68/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch   69/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch   70/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch   71/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  67 Batch   72/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch   73/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch   74/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch   75/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch   76/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.002
Epoch  67 Batch   77/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.003
Epoch  67 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.003
Epoch  67 Batch   79/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.003
Epoch  67 Batch   80/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  67 Batch   81/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch   82/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  67 Batch   83/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  67 Batch   84/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch   85/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  67 Batch   86/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch   87/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch   88/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  67 Batch   89/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  67 Batch   90/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.003
Epoch  67 Batch   91/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch   92/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  67 Batch   93/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  67 Batch   94/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch   95/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch   96/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch   97/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch   98/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch   99/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch  100/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch  101/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  67 Batch  102/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  103/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  67 Batch  104/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  105/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  106/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  107/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.004
Epoch  67 Batch  108/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.002
Epoch  67 Batch  109/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  110/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  111/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.003
Epoch  67 Batch  112/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.003
Epoch  67 Batch  113/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.004
Epoch  67 Batch  114/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  115/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  116/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  67 Batch  117/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  118/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  119/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  120/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  67 Batch  121/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  67 Batch  122/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  123/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.004
Epoch  67 Batch  124/269 - Train Accuracy:  0.981, Validation Accuracy:  0.975, Loss:  0.003
Epoch  67 Batch  125/269 - Train Accuracy:  0.983, Validation Accuracy:  0.975, Loss:  0.002
Epoch  67 Batch  126/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  67 Batch  127/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  67 Batch  129/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  67 Batch  130/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  67 Batch  131/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  67 Batch  132/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch  133/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch  134/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch  135/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch  136/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch  137/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  67 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  67 Batch  139/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  67 Batch  140/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  67 Batch  141/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch  142/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch  143/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch  144/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  67 Batch  145/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  67 Batch  146/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch  147/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  67 Batch  148/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  67 Batch  149/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  67 Batch  150/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch  151/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch  152/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  67 Batch  153/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch  154/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch  155/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  67 Batch  156/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  67 Batch  157/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  158/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.004
Epoch  67 Batch  159/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.002
Epoch  67 Batch  160/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  67 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  67 Batch  162/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  163/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  164/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  165/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  166/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  67 Batch  167/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  67 Batch  168/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  169/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.002
Epoch  67 Batch  170/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  67 Batch  171/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  173/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  174/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  175/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  67 Batch  176/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  67 Batch  177/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  67 Batch  178/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  179/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  67 Batch  180/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  67 Batch  181/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  67 Batch  182/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  183/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  67 Batch  184/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.004
Epoch  67 Batch  185/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  186/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  187/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  67 Batch  188/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  67 Batch  189/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch  190/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch  191/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch  192/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  67 Batch  193/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch  194/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  67 Batch  195/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch  196/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch  197/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  67 Batch  199/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch  200/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  67 Batch  201/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  67 Batch  202/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  67 Batch  203/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch  204/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  67 Batch  205/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  67 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch  207/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  67 Batch  208/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch  209/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  67 Batch  210/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.002
Epoch  67 Batch  211/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch  212/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  67 Batch  213/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch  214/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  215/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch  216/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  67 Batch  217/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.003
Epoch  67 Batch  218/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  67 Batch  219/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch  220/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  221/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  67 Batch  222/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  67 Batch  223/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  67 Batch  224/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  67 Batch  225/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  226/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  227/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  67 Batch  228/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch  229/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  67 Batch  230/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch  231/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch  232/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch  233/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch  234/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  235/269 - Train Accuracy:  0.986, Validation Accuracy:  0.974, Loss:  0.001
Epoch  67 Batch  236/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.002
Epoch  67 Batch  237/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.003
Epoch  67 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.975, Loss:  0.003
Epoch  67 Batch  239/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  67 Batch  240/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  241/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  67 Batch  242/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  67 Batch  243/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.003
Epoch  67 Batch  244/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.004
Epoch  67 Batch  245/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  67 Batch  246/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.003
Epoch  67 Batch  247/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  67 Batch  248/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  67 Batch  249/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  67 Batch  250/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch  251/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch  252/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch  253/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch  254/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  67 Batch  255/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.004
Epoch  67 Batch  256/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  67 Batch  257/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch  258/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.004
Epoch  67 Batch  259/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  67 Batch  260/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch  261/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.002
Epoch  67 Batch  262/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.004
Epoch  67 Batch  263/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  67 Batch  264/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  67 Batch  265/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  67 Batch  266/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  67 Batch  267/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch    0/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.004
Epoch  68 Batch    1/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  68 Batch    2/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  68 Batch    3/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  68 Batch    4/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  68 Batch    5/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  68 Batch    6/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  68 Batch    7/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  68 Batch    8/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch    9/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch   10/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch   11/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.005
Epoch  68 Batch   12/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  68 Batch   13/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  68 Batch   14/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch   15/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch   16/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch   17/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch   18/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch   19/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  68 Batch   20/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  68 Batch   21/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch   22/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  68 Batch   23/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  68 Batch   24/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch   25/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  68 Batch   26/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch   27/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch   29/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  68 Batch   30/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  68 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  68 Batch   32/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.002
Epoch  68 Batch   33/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  68 Batch   34/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  68 Batch   35/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.006
Epoch  68 Batch   36/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch   37/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch   38/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  68 Batch   39/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch   40/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch   41/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch   42/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  68 Batch   43/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch   44/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.004
Epoch  68 Batch   45/269 - Train Accuracy:  0.981, Validation Accuracy:  0.974, Loss:  0.003
Epoch  68 Batch   46/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  68 Batch   47/269 - Train Accuracy:  0.987, Validation Accuracy:  0.973, Loss:  0.002
Epoch  68 Batch   48/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  68 Batch   49/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  68 Batch   50/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.003
Epoch  68 Batch   51/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.002
Epoch  68 Batch   52/269 - Train Accuracy:  0.984, Validation Accuracy:  0.976, Loss:  0.002
Epoch  68 Batch   53/269 - Train Accuracy:  0.986, Validation Accuracy:  0.977, Loss:  0.002
Epoch  68 Batch   54/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch   55/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch   56/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch   58/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  68 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.005
Epoch  68 Batch   61/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch   62/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  68 Batch   63/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch   64/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  68 Batch   65/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  68 Batch   66/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  68 Batch   67/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  68 Batch   68/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  68 Batch   69/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  68 Batch   70/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch   71/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  68 Batch   72/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch   73/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch   74/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch   75/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch   76/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  68 Batch   77/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  68 Batch   78/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.003
Epoch  68 Batch   79/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  68 Batch   80/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.004
Epoch  68 Batch   81/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.003
Epoch  68 Batch   82/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  68 Batch   83/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.004
Epoch  68 Batch   84/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  68 Batch   85/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  68 Batch   86/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  68 Batch   87/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.003
Epoch  68 Batch   88/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  68 Batch   89/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  68 Batch   90/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  68 Batch   91/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  68 Batch   92/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  68 Batch   93/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch   94/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch   95/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch   96/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch   97/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  68 Batch   98/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.004
Epoch  68 Batch   99/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  68 Batch  100/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  68 Batch  101/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  68 Batch  102/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch  103/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  68 Batch  104/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  68 Batch  105/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  68 Batch  106/269 - Train Accuracy:  0.978, Validation Accuracy:  0.974, Loss:  0.003
Epoch  68 Batch  107/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch  108/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  68 Batch  109/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch  110/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.002
Epoch  68 Batch  111/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  112/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  68 Batch  113/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.004
Epoch  68 Batch  114/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.002
Epoch  68 Batch  115/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch  116/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch  117/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  68 Batch  118/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch  119/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  68 Batch  120/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  68 Batch  121/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  122/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch  123/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.004
Epoch  68 Batch  124/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  125/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  68 Batch  126/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch  127/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch  128/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch  129/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch  130/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  68 Batch  131/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  68 Batch  132/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch  133/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.004
Epoch  68 Batch  134/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  68 Batch  135/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch  136/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.004
Epoch  68 Batch  137/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  68 Batch  138/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  68 Batch  139/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.002
Epoch  68 Batch  140/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  68 Batch  141/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch  142/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch  143/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  144/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  145/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch  146/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch  147/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  148/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  68 Batch  149/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  68 Batch  150/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  68 Batch  151/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  68 Batch  152/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  68 Batch  153/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  68 Batch  154/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch  155/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch  156/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  68 Batch  157/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  158/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  159/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  160/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  68 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  68 Batch  162/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch  163/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  164/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch  165/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.003
Epoch  68 Batch  166/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  68 Batch  167/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch  168/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  68 Batch  169/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  68 Batch  170/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch  171/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.004
Epoch  68 Batch  172/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  173/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  174/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  175/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.005
Epoch  68 Batch  176/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch  177/269 - Train Accuracy:  0.983, Validation Accuracy:  0.975, Loss:  0.002
Epoch  68 Batch  178/269 - Train Accuracy:  0.980, Validation Accuracy:  0.975, Loss:  0.003
Epoch  68 Batch  179/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.002
Epoch  68 Batch  180/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  68 Batch  181/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch  182/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch  183/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  68 Batch  184/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  68 Batch  185/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  68 Batch  186/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  68 Batch  187/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  68 Batch  188/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.003
Epoch  68 Batch  189/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  68 Batch  190/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.003
Epoch  68 Batch  191/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.003
Epoch  68 Batch  192/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.002
Epoch  68 Batch  193/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  68 Batch  194/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch  195/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch  196/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  68 Batch  197/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch  198/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  68 Batch  199/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  68 Batch  201/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch  202/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  68 Batch  203/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  68 Batch  204/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  68 Batch  205/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  68 Batch  206/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  68 Batch  207/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  68 Batch  208/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch  209/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  68 Batch  210/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  68 Batch  211/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch  212/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.005
Epoch  68 Batch  213/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch  214/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  68 Batch  215/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  68 Batch  216/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  68 Batch  217/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch  218/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  68 Batch  219/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch  220/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch  221/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.004
Epoch  68 Batch  222/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch  223/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.002
Epoch  68 Batch  224/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.004
Epoch  68 Batch  225/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch  227/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  68 Batch  228/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  229/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  68 Batch  230/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch  231/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch  232/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch  233/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch  234/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  235/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.002
Epoch  68 Batch  236/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch  237/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  68 Batch  239/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.003
Epoch  68 Batch  240/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.003
Epoch  68 Batch  241/269 - Train Accuracy:  0.982, Validation Accuracy:  0.975, Loss:  0.003
Epoch  68 Batch  242/269 - Train Accuracy:  0.981, Validation Accuracy:  0.974, Loss:  0.002
Epoch  68 Batch  243/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.002
Epoch  68 Batch  244/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch  245/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch  246/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  68 Batch  247/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.003
Epoch  68 Batch  248/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch  249/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch  250/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  68 Batch  251/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  68 Batch  252/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  68 Batch  253/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  68 Batch  254/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  68 Batch  255/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.004
Epoch  68 Batch  256/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch  257/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  68 Batch  258/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch  259/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  68 Batch  260/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  68 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.003
Epoch  68 Batch  262/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.004
Epoch  68 Batch  263/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.004
Epoch  68 Batch  264/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch  265/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  68 Batch  266/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  68 Batch  267/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  69 Batch    0/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  69 Batch    1/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  69 Batch    2/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  69 Batch    3/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  69 Batch    4/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  69 Batch    5/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  69 Batch    6/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  69 Batch    7/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch    8/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  69 Batch    9/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch   10/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch   11/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.004
Epoch  69 Batch   12/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  69 Batch   13/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch   14/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  69 Batch   15/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  69 Batch   16/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.003
Epoch  69 Batch   17/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  69 Batch   18/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch   19/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  69 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  69 Batch   21/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  69 Batch   22/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch   23/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch   24/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch   25/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  69 Batch   26/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  69 Batch   27/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  69 Batch   28/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.003
Epoch  69 Batch   29/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  69 Batch   30/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  69 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  69 Batch   32/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  69 Batch   33/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  69 Batch   34/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  69 Batch   35/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.006
Epoch  69 Batch   36/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  69 Batch   37/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.003
Epoch  69 Batch   38/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  69 Batch   39/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.003
Epoch  69 Batch   40/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.003
Epoch  69 Batch   41/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.003
Epoch  69 Batch   42/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.003
Epoch  69 Batch   43/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch   44/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.005
Epoch  69 Batch   45/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  69 Batch   46/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  69 Batch   47/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.004
Epoch  69 Batch   48/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  69 Batch   49/269 - Train Accuracy:  0.982, Validation Accuracy:  0.975, Loss:  0.003
Epoch  69 Batch   50/269 - Train Accuracy:  0.982, Validation Accuracy:  0.976, Loss:  0.003
Epoch  69 Batch   51/269 - Train Accuracy:  0.983, Validation Accuracy:  0.975, Loss:  0.003
Epoch  69 Batch   52/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.002
Epoch  69 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.003
Epoch  69 Batch   54/269 - Train Accuracy:  0.986, Validation Accuracy:  0.975, Loss:  0.003
Epoch  69 Batch   55/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  69 Batch   56/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch   58/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  69 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  69 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.005
Epoch  69 Batch   61/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch   62/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  69 Batch   63/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  69 Batch   64/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  69 Batch   65/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  69 Batch   66/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.004
Epoch  69 Batch   67/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.004
Epoch  69 Batch   68/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  69 Batch   69/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch   70/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  69 Batch   71/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.003
Epoch  69 Batch   72/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch   73/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  69 Batch   74/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  69 Batch   75/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.003
Epoch  69 Batch   76/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.002
Epoch  69 Batch   77/269 - Train Accuracy:  0.982, Validation Accuracy:  0.957, Loss:  0.003
Epoch  69 Batch   78/269 - Train Accuracy:  0.980, Validation Accuracy:  0.956, Loss:  0.003
Epoch  69 Batch   79/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.004
Epoch  69 Batch   80/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.004
Epoch  69 Batch   81/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  69 Batch   82/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  69 Batch   83/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.004
Epoch  69 Batch   84/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  69 Batch   85/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch   86/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  69 Batch   87/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  69 Batch   88/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  69 Batch   89/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.004
Epoch  69 Batch   90/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  69 Batch   91/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch   92/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.003
Epoch  69 Batch   94/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  69 Batch   95/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  69 Batch   96/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch   97/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.004
Epoch  69 Batch   98/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch   99/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  69 Batch  100/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  69 Batch  101/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  69 Batch  102/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  69 Batch  103/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  69 Batch  104/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch  105/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  69 Batch  106/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  69 Batch  107/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.004
Epoch  69 Batch  108/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  69 Batch  109/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  69 Batch  110/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  69 Batch  111/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.003
Epoch  69 Batch  112/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.003
Epoch  69 Batch  113/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch  114/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch  115/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch  116/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  69 Batch  117/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  69 Batch  118/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  69 Batch  119/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  69 Batch  120/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  69 Batch  121/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  69 Batch  122/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  69 Batch  123/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.004
Epoch  69 Batch  124/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  69 Batch  125/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  69 Batch  126/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch  127/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  69 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch  129/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  69 Batch  130/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.004
Epoch  69 Batch  131/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.004
Epoch  69 Batch  132/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.003
Epoch  69 Batch  133/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  69 Batch  134/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.003
Epoch  69 Batch  135/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  69 Batch  136/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.003
Epoch  69 Batch  137/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  69 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  69 Batch  139/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  69 Batch  140/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  69 Batch  141/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  69 Batch  142/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  69 Batch  143/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch  144/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  69 Batch  145/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  69 Batch  146/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  69 Batch  147/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.004
Epoch  69 Batch  148/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  69 Batch  149/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  69 Batch  150/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  69 Batch  151/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  69 Batch  152/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch  153/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  69 Batch  154/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch  155/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  69 Batch  156/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  69 Batch  157/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  69 Batch  158/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  69 Batch  159/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  69 Batch  160/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  69 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  69 Batch  162/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  69 Batch  163/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.003
Epoch  69 Batch  164/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  69 Batch  165/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.004
Epoch  69 Batch  166/269 - Train Accuracy:  0.982, Validation Accuracy:  0.975, Loss:  0.003
Epoch  69 Batch  167/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  69 Batch  168/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch  169/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch  170/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch  171/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  69 Batch  172/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  69 Batch  173/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  69 Batch  174/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch  175/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  69 Batch  176/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  69 Batch  177/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  69 Batch  178/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.003
Epoch  69 Batch  179/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  69 Batch  180/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  69 Batch  181/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  69 Batch  182/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  69 Batch  183/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  69 Batch  184/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  69 Batch  185/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  69 Batch  186/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  69 Batch  187/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  69 Batch  188/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  69 Batch  189/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  69 Batch  190/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  69 Batch  191/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.003
Epoch  69 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.003
Epoch  69 Batch  193/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.003
Epoch  69 Batch  194/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  69 Batch  195/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.002
Epoch  69 Batch  196/269 - Train Accuracy:  0.982, Validation Accuracy:  0.958, Loss:  0.003
Epoch  69 Batch  197/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.004
Epoch  69 Batch  198/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  69 Batch  199/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  69 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  69 Batch  201/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  69 Batch  202/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.004
Epoch  69 Batch  203/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  69 Batch  204/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  69 Batch  205/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  69 Batch  206/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.004
Epoch  69 Batch  207/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  69 Batch  208/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  69 Batch  209/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  69 Batch  210/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  69 Batch  211/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  69 Batch  212/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.005
Epoch  69 Batch  213/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.003
Epoch  69 Batch  214/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.004
Epoch  69 Batch  215/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.005
Epoch  69 Batch  216/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.005
Epoch  69 Batch  217/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.004
Epoch  69 Batch  218/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  69 Batch  219/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  69 Batch  220/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.004
Epoch  69 Batch  221/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  69 Batch  222/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  69 Batch  223/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  69 Batch  224/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  69 Batch  225/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  69 Batch  226/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch  227/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.005
Epoch  69 Batch  228/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch  229/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch  230/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  69 Batch  231/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.004
Epoch  69 Batch  232/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch  233/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch  234/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  69 Batch  235/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  69 Batch  236/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.004
Epoch  69 Batch  237/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.002
Epoch  69 Batch  238/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  69 Batch  239/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  69 Batch  240/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  69 Batch  241/269 - Train Accuracy:  0.981, Validation Accuracy:  0.974, Loss:  0.004
Epoch  69 Batch  242/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.002
Epoch  69 Batch  243/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  69 Batch  244/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  69 Batch  245/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch  246/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch  247/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  69 Batch  248/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  69 Batch  249/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  69 Batch  250/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.003
Epoch  69 Batch  251/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  69 Batch  252/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.003
Epoch  69 Batch  253/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  69 Batch  254/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.004
Epoch  69 Batch  255/269 - Train Accuracy:  0.985, Validation Accuracy:  0.960, Loss:  0.004
Epoch  69 Batch  256/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.003
Epoch  69 Batch  257/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.004
Epoch  69 Batch  258/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.003
Epoch  69 Batch  259/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.005
Epoch  69 Batch  260/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  69 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.003
Epoch  69 Batch  262/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  69 Batch  263/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  69 Batch  264/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.003
Epoch  69 Batch  265/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  69 Batch  266/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  69 Batch  267/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch    0/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.004
Epoch  70 Batch    1/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  70 Batch    2/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.004
Epoch  70 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  70 Batch    4/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch    5/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch    6/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  70 Batch    7/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  70 Batch    8/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.004
Epoch  70 Batch    9/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch   10/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  70 Batch   11/269 - Train Accuracy:  0.978, Validation Accuracy:  0.974, Loss:  0.005
Epoch  70 Batch   12/269 - Train Accuracy:  0.984, Validation Accuracy:  0.975, Loss:  0.004
Epoch  70 Batch   13/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.002
Epoch  70 Batch   14/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch   15/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.003
Epoch  70 Batch   16/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.005
Epoch  70 Batch   17/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  70 Batch   18/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  70 Batch   19/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  70 Batch   20/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  70 Batch   21/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.003
Epoch  70 Batch   22/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.004
Epoch  70 Batch   23/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.004
Epoch  70 Batch   24/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  70 Batch   25/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  70 Batch   26/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  70 Batch   27/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch   29/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch   30/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  70 Batch   31/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  70 Batch   32/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  70 Batch   34/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  70 Batch   35/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  70 Batch   36/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  70 Batch   37/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.003
Epoch  70 Batch   38/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  70 Batch   39/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch   40/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  70 Batch   41/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.004
Epoch  70 Batch   42/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  70 Batch   43/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.004
Epoch  70 Batch   44/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.005
Epoch  70 Batch   45/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  70 Batch   46/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  70 Batch   47/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  70 Batch   48/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch   50/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.005
Epoch  70 Batch   51/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  70 Batch   52/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  70 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  70 Batch   54/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch   55/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch   56/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  70 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.004
Epoch  70 Batch   58/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch   59/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.002
Epoch  70 Batch   60/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.004
Epoch  70 Batch   61/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.004
Epoch  70 Batch   62/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  70 Batch   63/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch   64/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  70 Batch   65/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  70 Batch   66/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch   67/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.004
Epoch  70 Batch   68/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.003
Epoch  70 Batch   69/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  70 Batch   70/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  70 Batch   71/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  70 Batch   72/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.003
Epoch  70 Batch   73/269 - Train Accuracy:  0.982, Validation Accuracy:  0.960, Loss:  0.004
Epoch  70 Batch   74/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.005
Epoch  70 Batch   75/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.003
Epoch  70 Batch   76/269 - Train Accuracy:  0.982, Validation Accuracy:  0.957, Loss:  0.003
Epoch  70 Batch   77/269 - Train Accuracy:  0.981, Validation Accuracy:  0.953, Loss:  0.004
Epoch  70 Batch   78/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.004
Epoch  70 Batch   79/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.003
Epoch  70 Batch   80/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch   81/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.004
Epoch  70 Batch   82/269 - Train Accuracy:  0.987, Validation Accuracy:  0.962, Loss:  0.003
Epoch  70 Batch   83/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  70 Batch   84/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.004
Epoch  70 Batch   85/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  70 Batch   86/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  70 Batch   87/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.004
Epoch  70 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.959, Loss:  0.004
Epoch  70 Batch   89/269 - Train Accuracy:  0.981, Validation Accuracy:  0.959, Loss:  0.004
Epoch  70 Batch   90/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.004
Epoch  70 Batch   91/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  70 Batch   92/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  70 Batch   93/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.004
Epoch  70 Batch   94/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.004
Epoch  70 Batch   95/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.003
Epoch  70 Batch   96/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  70 Batch   97/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch   98/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.004
Epoch  70 Batch   99/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  70 Batch  100/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  70 Batch  101/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  70 Batch  102/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  70 Batch  103/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  70 Batch  104/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.003
Epoch  70 Batch  105/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  70 Batch  106/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.003
Epoch  70 Batch  107/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.003
Epoch  70 Batch  108/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  70 Batch  109/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.002
Epoch  70 Batch  110/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  70 Batch  111/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  112/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  70 Batch  113/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.004
Epoch  70 Batch  114/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  70 Batch  115/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch  116/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  70 Batch  117/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  70 Batch  118/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  70 Batch  119/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  70 Batch  120/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  70 Batch  121/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  122/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  123/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  70 Batch  124/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  70 Batch  125/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  70 Batch  126/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  70 Batch  127/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  70 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  70 Batch  129/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch  130/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  131/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  70 Batch  132/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  133/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  70 Batch  134/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  70 Batch  135/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  136/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.004
Epoch  70 Batch  137/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  70 Batch  138/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  70 Batch  139/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  70 Batch  140/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  70 Batch  141/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  142/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  70 Batch  143/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  144/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  70 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  70 Batch  146/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  70 Batch  147/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  70 Batch  148/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  70 Batch  149/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  150/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  70 Batch  151/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  70 Batch  152/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.002
Epoch  70 Batch  153/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  70 Batch  154/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  155/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.003
Epoch  70 Batch  156/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  70 Batch  157/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  70 Batch  158/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  159/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  70 Batch  160/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  70 Batch  161/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  70 Batch  162/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  70 Batch  163/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.003
Epoch  70 Batch  164/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  70 Batch  165/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  70 Batch  166/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch  167/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  70 Batch  168/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  70 Batch  169/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch  170/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  171/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  70 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  173/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch  174/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  70 Batch  175/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.006
Epoch  70 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.004
Epoch  70 Batch  177/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  178/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  70 Batch  179/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch  180/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  181/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  70 Batch  182/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  70 Batch  183/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  70 Batch  184/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  70 Batch  185/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  70 Batch  186/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  187/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  70 Batch  188/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  70 Batch  190/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  191/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  70 Batch  192/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  193/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  70 Batch  194/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  70 Batch  195/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  196/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  70 Batch  197/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  70 Batch  198/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  70 Batch  199/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.004
Epoch  70 Batch  200/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  70 Batch  201/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  70 Batch  202/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  70 Batch  203/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  70 Batch  204/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  70 Batch  205/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.003
Epoch  70 Batch  206/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.004
Epoch  70 Batch  207/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.004
Epoch  70 Batch  208/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.004
Epoch  70 Batch  209/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.005
Epoch  70 Batch  210/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.003
Epoch  70 Batch  211/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  70 Batch  212/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.004
Epoch  70 Batch  213/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  70 Batch  214/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  70 Batch  215/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.004
Epoch  70 Batch  216/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.005
Epoch  70 Batch  217/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.004
Epoch  70 Batch  218/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.003
Epoch  70 Batch  219/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  70 Batch  220/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.004
Epoch  70 Batch  221/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  70 Batch  222/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  223/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  70 Batch  224/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.004
Epoch  70 Batch  225/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch  227/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.004
Epoch  70 Batch  228/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  229/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  230/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  231/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  232/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch  233/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  70 Batch  234/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.003
Epoch  70 Batch  235/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  70 Batch  236/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  237/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch  239/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  240/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  70 Batch  241/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.004
Epoch  70 Batch  242/269 - Train Accuracy:  0.981, Validation Accuracy:  0.975, Loss:  0.004
Epoch  70 Batch  243/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  70 Batch  244/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  70 Batch  245/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  70 Batch  246/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  70 Batch  247/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch  248/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  249/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.003
Epoch  70 Batch  250/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch  251/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  70 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.003
Epoch  70 Batch  253/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  70 Batch  254/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  70 Batch  255/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.004
Epoch  70 Batch  256/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  70 Batch  257/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  258/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  70 Batch  259/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  70 Batch  260/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  70 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  70 Batch  262/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  70 Batch  263/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  70 Batch  264/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  70 Batch  265/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  70 Batch  266/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  70 Batch  267/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  71 Batch    0/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.005
Epoch  71 Batch    1/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.003
Epoch  71 Batch    2/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  71 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  71 Batch    4/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  71 Batch    5/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  71 Batch    6/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  71 Batch    7/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch    8/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  71 Batch    9/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  71 Batch   10/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  71 Batch   11/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  71 Batch   12/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.004
Epoch  71 Batch   13/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  71 Batch   14/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch   15/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch   16/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  71 Batch   17/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch   18/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch   19/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch   20/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  71 Batch   21/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.004
Epoch  71 Batch   22/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  71 Batch   23/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  71 Batch   24/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch   25/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch   26/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch   27/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  71 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch   29/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch   30/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  71 Batch   31/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch   32/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  71 Batch   33/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  71 Batch   34/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  71 Batch   35/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.007
Epoch  71 Batch   36/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch   37/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  71 Batch   38/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch   39/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  71 Batch   40/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.004
Epoch  71 Batch   41/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.003
Epoch  71 Batch   42/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  71 Batch   43/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.004
Epoch  71 Batch   44/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.005
Epoch  71 Batch   45/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  71 Batch   46/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  71 Batch   47/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch   48/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  71 Batch   49/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  71 Batch   50/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  71 Batch   51/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch   52/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.003
Epoch  71 Batch   54/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  71 Batch   55/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  71 Batch   56/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch   57/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.004
Epoch  71 Batch   58/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.004
Epoch  71 Batch   59/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  71 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.005
Epoch  71 Batch   61/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  71 Batch   62/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch   63/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  71 Batch   64/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  71 Batch   65/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  71 Batch   66/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  71 Batch   67/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.004
Epoch  71 Batch   68/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  71 Batch   69/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  71 Batch   70/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  71 Batch   71/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  71 Batch   72/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.003
Epoch  71 Batch   73/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.004
Epoch  71 Batch   74/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.004
Epoch  71 Batch   75/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.005
Epoch  71 Batch   76/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.003
Epoch  71 Batch   77/269 - Train Accuracy:  0.983, Validation Accuracy:  0.956, Loss:  0.003
Epoch  71 Batch   78/269 - Train Accuracy:  0.979, Validation Accuracy:  0.954, Loss:  0.003
Epoch  71 Batch   79/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.004
Epoch  71 Batch   80/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.005
Epoch  71 Batch   81/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  71 Batch   82/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  71 Batch   83/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.004
Epoch  71 Batch   84/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  71 Batch   85/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch   86/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch   87/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  71 Batch   88/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  71 Batch   89/269 - Train Accuracy:  0.982, Validation Accuracy:  0.960, Loss:  0.003
Epoch  71 Batch   90/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.004
Epoch  71 Batch   91/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.003
Epoch  71 Batch   92/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.003
Epoch  71 Batch   93/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.003
Epoch  71 Batch   94/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  71 Batch   95/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch   96/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch   97/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  71 Batch   98/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  71 Batch   99/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  100/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch  101/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  71 Batch  102/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch  103/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  71 Batch  104/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  71 Batch  105/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  71 Batch  106/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  107/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  108/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch  109/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch  110/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch  111/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  71 Batch  112/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  113/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.004
Epoch  71 Batch  114/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  115/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch  116/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  71 Batch  117/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  71 Batch  118/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.003
Epoch  71 Batch  119/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  71 Batch  120/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  71 Batch  121/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  122/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  71 Batch  123/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  71 Batch  124/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  125/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  71 Batch  126/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  127/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  71 Batch  129/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  130/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  71 Batch  131/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.004
Epoch  71 Batch  132/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  71 Batch  133/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  71 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  71 Batch  135/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch  136/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.004
Epoch  71 Batch  137/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  71 Batch  138/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  139/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  140/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  71 Batch  141/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch  142/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  71 Batch  143/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  71 Batch  144/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  71 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  71 Batch  146/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch  147/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch  148/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  71 Batch  149/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  71 Batch  150/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch  151/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  71 Batch  152/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  71 Batch  153/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch  154/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch  155/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  71 Batch  156/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  71 Batch  157/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  71 Batch  158/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch  159/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  160/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  71 Batch  161/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.002
Epoch  71 Batch  162/269 - Train Accuracy:  0.986, Validation Accuracy:  0.975, Loss:  0.002
Epoch  71 Batch  163/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.003
Epoch  71 Batch  164/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  71 Batch  165/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  166/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  71 Batch  167/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  168/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch  169/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  71 Batch  170/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  171/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch  172/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.003
Epoch  71 Batch  173/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.003
Epoch  71 Batch  174/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  71 Batch  175/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.005
Epoch  71 Batch  176/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  71 Batch  177/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  71 Batch  178/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  71 Batch  179/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  180/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  181/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  71 Batch  182/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  71 Batch  183/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  71 Batch  184/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.004
Epoch  71 Batch  185/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  186/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  71 Batch  187/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  71 Batch  188/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.003
Epoch  71 Batch  189/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.003
Epoch  71 Batch  190/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  191/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  192/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  71 Batch  193/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  71 Batch  194/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  195/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch  196/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  197/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  71 Batch  199/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  71 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  71 Batch  201/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.004
Epoch  71 Batch  202/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  71 Batch  203/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  71 Batch  204/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  71 Batch  205/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  71 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch  207/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  71 Batch  208/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  71 Batch  209/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  71 Batch  210/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.003
Epoch  71 Batch  211/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  71 Batch  212/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.004
Epoch  71 Batch  213/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  71 Batch  214/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  71 Batch  215/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.004
Epoch  71 Batch  216/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.004
Epoch  71 Batch  217/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.003
Epoch  71 Batch  218/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  71 Batch  219/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  71 Batch  220/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch  221/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch  222/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  223/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  71 Batch  224/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  71 Batch  225/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  71 Batch  226/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  71 Batch  227/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  71 Batch  228/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  71 Batch  229/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  71 Batch  230/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  71 Batch  231/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  232/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  233/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  71 Batch  234/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  235/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  71 Batch  236/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  71 Batch  237/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  71 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  71 Batch  239/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  71 Batch  240/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  71 Batch  241/269 - Train Accuracy:  0.983, Validation Accuracy:  0.975, Loss:  0.003
Epoch  71 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  71 Batch  243/269 - Train Accuracy:  0.988, Validation Accuracy:  0.974, Loss:  0.002
Epoch  71 Batch  244/269 - Train Accuracy:  0.980, Validation Accuracy:  0.975, Loss:  0.003
Epoch  71 Batch  245/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  71 Batch  246/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  71 Batch  247/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  71 Batch  248/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.003
Epoch  71 Batch  249/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.003
Epoch  71 Batch  250/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  71 Batch  251/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  71 Batch  252/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  253/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  254/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  71 Batch  255/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  256/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  71 Batch  257/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  71 Batch  258/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  259/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  71 Batch  260/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  261/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch  262/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  71 Batch  263/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  71 Batch  264/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  71 Batch  265/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch  266/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  71 Batch  267/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch    0/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.005
Epoch  72 Batch    1/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  72 Batch    2/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  72 Batch    3/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch    4/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  72 Batch    5/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch    6/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch    7/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  72 Batch    8/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  72 Batch    9/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  72 Batch   10/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch   11/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.004
Epoch  72 Batch   12/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch   13/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  72 Batch   14/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.004
Epoch  72 Batch   15/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch   16/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.005
Epoch  72 Batch   17/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch   18/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.003
Epoch  72 Batch   19/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.004
Epoch  72 Batch   21/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch   22/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  72 Batch   23/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  72 Batch   24/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch   25/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch   26/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch   27/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch   29/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch   30/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  72 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  72 Batch   32/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch   33/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  72 Batch   34/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  72 Batch   35/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.006
Epoch  72 Batch   36/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  72 Batch   37/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.004
Epoch  72 Batch   38/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch   39/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  72 Batch   40/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch   41/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  72 Batch   42/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch   43/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch   44/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  72 Batch   45/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch   46/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  72 Batch   47/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.004
Epoch  72 Batch   48/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  72 Batch   49/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  72 Batch   50/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  72 Batch   51/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch   52/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.002
Epoch  72 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch   54/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch   55/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  72 Batch   56/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.004
Epoch  72 Batch   58/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  72 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  72 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.004
Epoch  72 Batch   61/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  72 Batch   62/269 - Train Accuracy:  0.981, Validation Accuracy:  0.974, Loss:  0.004
Epoch  72 Batch   63/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.004
Epoch  72 Batch   64/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  72 Batch   65/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.002
Epoch  72 Batch   66/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch   67/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  72 Batch   68/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch   69/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  72 Batch   70/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  72 Batch   71/269 - Train Accuracy:  0.981, Validation Accuracy:  0.974, Loss:  0.004
Epoch  72 Batch   72/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.003
Epoch  72 Batch   73/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch   74/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch   75/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  72 Batch   76/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.003
Epoch  72 Batch   77/269 - Train Accuracy:  0.984, Validation Accuracy:  0.959, Loss:  0.003
Epoch  72 Batch   78/269 - Train Accuracy:  0.977, Validation Accuracy:  0.955, Loss:  0.003
Epoch  72 Batch   79/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.004
Epoch  72 Batch   80/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.003
Epoch  72 Batch   81/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  72 Batch   82/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.003
Epoch  72 Batch   83/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.005
Epoch  72 Batch   84/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  72 Batch   85/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  72 Batch   86/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  72 Batch   87/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  72 Batch   88/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.002
Epoch  72 Batch   89/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.003
Epoch  72 Batch   90/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.003
Epoch  72 Batch   91/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.003
Epoch  72 Batch   92/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  72 Batch   93/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch   94/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  72 Batch   95/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  72 Batch   96/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  72 Batch   97/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  72 Batch   98/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.004
Epoch  72 Batch   99/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  72 Batch  100/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch  101/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  72 Batch  102/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  72 Batch  103/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  72 Batch  104/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch  105/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  72 Batch  106/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.003
Epoch  72 Batch  107/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.003
Epoch  72 Batch  108/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  72 Batch  109/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  72 Batch  110/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  72 Batch  111/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.004
Epoch  72 Batch  112/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  113/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.004
Epoch  72 Batch  114/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  72 Batch  115/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  116/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  72 Batch  117/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  72 Batch  118/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  72 Batch  119/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  72 Batch  120/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  72 Batch  121/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch  122/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  72 Batch  123/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.005
Epoch  72 Batch  124/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  72 Batch  125/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch  126/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch  127/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  72 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch  129/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  130/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.004
Epoch  72 Batch  131/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  72 Batch  132/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch  133/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  72 Batch  134/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch  135/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  136/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  72 Batch  137/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  72 Batch  138/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  72 Batch  139/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  72 Batch  140/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch  141/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  142/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  72 Batch  143/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  144/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  72 Batch  145/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  146/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  72 Batch  147/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch  148/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.002
Epoch  72 Batch  149/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.004
Epoch  72 Batch  150/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  72 Batch  151/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  72 Batch  152/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  72 Batch  153/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  72 Batch  154/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  72 Batch  155/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch  156/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  72 Batch  157/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.003
Epoch  72 Batch  158/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  72 Batch  159/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  72 Batch  160/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.003
Epoch  72 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  72 Batch  162/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  72 Batch  163/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.003
Epoch  72 Batch  164/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  72 Batch  165/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  72 Batch  166/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  72 Batch  167/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  168/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  169/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  72 Batch  170/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch  171/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  72 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  72 Batch  173/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  72 Batch  174/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  72 Batch  175/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.005
Epoch  72 Batch  176/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  72 Batch  177/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  72 Batch  178/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  72 Batch  179/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  72 Batch  180/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  72 Batch  181/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch  182/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  72 Batch  183/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.001
Epoch  72 Batch  184/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.004
Epoch  72 Batch  185/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.003
Epoch  72 Batch  186/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch  187/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  72 Batch  188/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch  189/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch  190/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  191/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  72 Batch  192/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  72 Batch  193/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  72 Batch  194/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  72 Batch  195/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  196/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  72 Batch  197/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  72 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  72 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch  201/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch  202/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch  203/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  204/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  72 Batch  205/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  72 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  72 Batch  207/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.002
Epoch  72 Batch  208/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  72 Batch  209/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch  210/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.004
Epoch  72 Batch  211/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch  212/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.004
Epoch  72 Batch  213/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  214/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch  215/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch  216/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  72 Batch  217/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  72 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.003
Epoch  72 Batch  219/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  72 Batch  220/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.003
Epoch  72 Batch  221/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.004
Epoch  72 Batch  222/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.002
Epoch  72 Batch  223/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  72 Batch  224/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  72 Batch  225/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  72 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  72 Batch  227/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.004
Epoch  72 Batch  228/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.002
Epoch  72 Batch  229/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  72 Batch  230/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch  231/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  72 Batch  232/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch  233/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch  234/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  72 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  72 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  72 Batch  237/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  72 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  72 Batch  239/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  72 Batch  240/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  72 Batch  241/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.003
Epoch  72 Batch  242/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.003
Epoch  72 Batch  243/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.003
Epoch  72 Batch  244/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  72 Batch  245/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  72 Batch  246/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  247/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  72 Batch  248/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  72 Batch  249/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  72 Batch  250/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  72 Batch  251/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  72 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch  253/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  72 Batch  254/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  72 Batch  255/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.004
Epoch  72 Batch  256/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  72 Batch  257/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  72 Batch  258/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch  259/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  72 Batch  260/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  72 Batch  261/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  262/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch  263/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  72 Batch  264/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  72 Batch  265/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  72 Batch  266/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  72 Batch  267/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  73 Batch    0/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  73 Batch    1/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch    2/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  73 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.003
Epoch  73 Batch    4/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  73 Batch    5/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch    6/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  73 Batch    7/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch    8/269 - Train Accuracy:  0.981, Validation Accuracy:  0.974, Loss:  0.003
Epoch  73 Batch    9/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  73 Batch   10/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  73 Batch   11/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.005
Epoch  73 Batch   12/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  73 Batch   13/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch   14/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch   15/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  73 Batch   16/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.005
Epoch  73 Batch   17/269 - Train Accuracy:  0.981, Validation Accuracy:  0.975, Loss:  0.002
Epoch  73 Batch   18/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  73 Batch   19/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.004
Epoch  73 Batch   21/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  73 Batch   22/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  73 Batch   23/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch   24/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch   25/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.003
Epoch  73 Batch   26/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  73 Batch   27/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch   28/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  73 Batch   29/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  73 Batch   30/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  73 Batch   31/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch   32/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  73 Batch   33/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch   34/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  73 Batch   35/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.006
Epoch  73 Batch   36/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch   37/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch   38/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch   39/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  73 Batch   40/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  73 Batch   41/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.003
Epoch  73 Batch   42/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  73 Batch   43/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  73 Batch   44/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.004
Epoch  73 Batch   45/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch   46/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch   47/269 - Train Accuracy:  0.987, Validation Accuracy:  0.973, Loss:  0.005
Epoch  73 Batch   48/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  73 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch   50/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.003
Epoch  73 Batch   51/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch   52/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  73 Batch   53/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.004
Epoch  73 Batch   54/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch   55/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch   56/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch   58/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.004
Epoch  73 Batch   59/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.005
Epoch  73 Batch   61/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch   62/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  73 Batch   63/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.003
Epoch  73 Batch   64/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  73 Batch   65/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.004
Epoch  73 Batch   66/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  73 Batch   67/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.004
Epoch  73 Batch   68/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.003
Epoch  73 Batch   69/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  73 Batch   70/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch   71/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  73 Batch   72/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch   73/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch   74/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch   75/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch   76/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  73 Batch   77/269 - Train Accuracy:  0.984, Validation Accuracy:  0.957, Loss:  0.003
Epoch  73 Batch   78/269 - Train Accuracy:  0.979, Validation Accuracy:  0.954, Loss:  0.003
Epoch  73 Batch   79/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.003
Epoch  73 Batch   80/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.004
Epoch  73 Batch   81/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch   82/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  73 Batch   83/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.005
Epoch  73 Batch   84/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.003
Epoch  73 Batch   85/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  73 Batch   86/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch   87/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  73 Batch   88/269 - Train Accuracy:  0.983, Validation Accuracy:  0.958, Loss:  0.003
Epoch  73 Batch   89/269 - Train Accuracy:  0.981, Validation Accuracy:  0.956, Loss:  0.003
Epoch  73 Batch   90/269 - Train Accuracy:  0.979, Validation Accuracy:  0.955, Loss:  0.003
Epoch  73 Batch   91/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.003
Epoch  73 Batch   92/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch   93/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch   94/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch   95/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch   96/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch   97/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  73 Batch   98/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  73 Batch   99/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch  100/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  73 Batch  101/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  73 Batch  102/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  73 Batch  103/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  73 Batch  104/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.003
Epoch  73 Batch  105/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch  106/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.003
Epoch  73 Batch  107/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch  108/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch  109/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch  110/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  73 Batch  111/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  73 Batch  112/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.003
Epoch  73 Batch  113/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  73 Batch  114/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  115/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  73 Batch  116/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch  117/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  118/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch  119/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  73 Batch  120/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  73 Batch  121/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  73 Batch  122/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch  123/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.005
Epoch  73 Batch  124/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  73 Batch  125/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  73 Batch  126/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch  127/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch  128/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  73 Batch  129/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.004
Epoch  73 Batch  130/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  73 Batch  131/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.004
Epoch  73 Batch  132/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch  133/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch  134/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  73 Batch  135/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch  136/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch  137/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  73 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch  139/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch  140/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  73 Batch  141/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  73 Batch  142/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  73 Batch  143/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  144/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  145/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  73 Batch  146/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch  147/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  73 Batch  148/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  149/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch  150/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch  151/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.003
Epoch  73 Batch  152/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  73 Batch  153/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  73 Batch  154/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  73 Batch  155/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch  156/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch  157/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch  158/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch  159/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  160/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch  161/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch  162/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  73 Batch  163/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch  164/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  73 Batch  165/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  73 Batch  166/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  167/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.002
Epoch  73 Batch  168/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  73 Batch  169/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  73 Batch  170/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch  171/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  73 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.004
Epoch  73 Batch  173/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.003
Epoch  73 Batch  174/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.003
Epoch  73 Batch  175/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  73 Batch  176/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch  177/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  73 Batch  178/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch  179/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  73 Batch  180/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch  181/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  73 Batch  182/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch  183/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  73 Batch  184/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.004
Epoch  73 Batch  185/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch  186/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch  187/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  73 Batch  188/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch  189/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch  190/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch  191/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  73 Batch  192/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch  193/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  73 Batch  194/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  73 Batch  195/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  73 Batch  196/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  197/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch  199/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch  200/269 - Train Accuracy:  0.989, Validation Accuracy:  0.966, Loss:  0.002
Epoch  73 Batch  201/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch  202/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch  203/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch  204/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch  205/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  73 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.004
Epoch  73 Batch  207/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  73 Batch  208/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  73 Batch  209/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  210/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  73 Batch  211/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  73 Batch  212/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.004
Epoch  73 Batch  213/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  73 Batch  214/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch  215/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  216/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  73 Batch  217/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  73 Batch  218/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  219/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  220/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  73 Batch  221/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  73 Batch  222/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch  223/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch  224/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  225/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch  226/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  73 Batch  227/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.004
Epoch  73 Batch  228/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  73 Batch  229/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  230/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch  231/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  73 Batch  232/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  233/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  73 Batch  234/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  73 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.001
Epoch  73 Batch  236/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  73 Batch  237/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  73 Batch  238/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  73 Batch  239/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  73 Batch  240/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  73 Batch  241/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  73 Batch  242/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  73 Batch  243/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch  244/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  73 Batch  245/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  73 Batch  246/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.003
Epoch  73 Batch  247/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch  248/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  73 Batch  249/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch  250/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  73 Batch  251/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  73 Batch  252/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch  253/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  73 Batch  254/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  73 Batch  255/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.004
Epoch  73 Batch  256/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.002
Epoch  73 Batch  257/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  73 Batch  258/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  73 Batch  259/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  73 Batch  260/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  73 Batch  261/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  73 Batch  262/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  73 Batch  263/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch  264/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  73 Batch  265/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  73 Batch  266/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.002
Epoch  73 Batch  267/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  74 Batch    0/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  74 Batch    1/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.003
Epoch  74 Batch    2/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  74 Batch    3/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  74 Batch    4/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  74 Batch    5/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  74 Batch    6/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  74 Batch    7/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  74 Batch    8/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch    9/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  74 Batch   10/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.002
Epoch  74 Batch   11/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.003
Epoch  74 Batch   12/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch   13/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  74 Batch   14/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch   15/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch   16/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  74 Batch   17/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  74 Batch   18/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch   19/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  74 Batch   20/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  74 Batch   21/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  74 Batch   22/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  74 Batch   23/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch   24/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  74 Batch   25/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch   26/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  74 Batch   27/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch   28/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch   29/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch   30/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.004
Epoch  74 Batch   31/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  74 Batch   32/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  74 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  74 Batch   34/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  74 Batch   35/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.006
Epoch  74 Batch   36/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  74 Batch   37/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch   38/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  74 Batch   39/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  74 Batch   40/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch   41/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  74 Batch   42/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch   43/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch   44/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  74 Batch   45/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  74 Batch   46/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  74 Batch   47/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  74 Batch   48/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  74 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  74 Batch   50/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  74 Batch   51/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch   52/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  74 Batch   53/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch   54/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch   55/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch   56/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.002
Epoch  74 Batch   57/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.003
Epoch  74 Batch   58/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch   59/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  74 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.004
Epoch  74 Batch   61/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch   62/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  74 Batch   63/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  74 Batch   64/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch   65/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  74 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.005
Epoch  74 Batch   67/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.005
Epoch  74 Batch   68/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  74 Batch   69/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.003
Epoch  74 Batch   70/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.002
Epoch  74 Batch   71/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.003
Epoch  74 Batch   72/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch   73/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  74 Batch   74/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  74 Batch   75/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.004
Epoch  74 Batch   76/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.003
Epoch  74 Batch   77/269 - Train Accuracy:  0.985, Validation Accuracy:  0.958, Loss:  0.003
Epoch  74 Batch   78/269 - Train Accuracy:  0.981, Validation Accuracy:  0.954, Loss:  0.003
Epoch  74 Batch   79/269 - Train Accuracy:  0.981, Validation Accuracy:  0.955, Loss:  0.003
Epoch  74 Batch   80/269 - Train Accuracy:  0.984, Validation Accuracy:  0.958, Loss:  0.004
Epoch  74 Batch   81/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.003
Epoch  74 Batch   82/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  74 Batch   83/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  74 Batch   84/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  74 Batch   85/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  74 Batch   86/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch   87/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  74 Batch   88/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.002
Epoch  74 Batch   89/269 - Train Accuracy:  0.983, Validation Accuracy:  0.956, Loss:  0.003
Epoch  74 Batch   90/269 - Train Accuracy:  0.980, Validation Accuracy:  0.953, Loss:  0.003
Epoch  74 Batch   91/269 - Train Accuracy:  0.983, Validation Accuracy:  0.955, Loss:  0.004
Epoch  74 Batch   92/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.004
Epoch  74 Batch   93/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.002
Epoch  74 Batch   94/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.004
Epoch  74 Batch   95/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  74 Batch   96/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.003
Epoch  74 Batch   97/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  74 Batch   98/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  74 Batch   99/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  74 Batch  100/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch  101/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  74 Batch  102/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  74 Batch  103/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  74 Batch  104/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch  105/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch  106/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch  107/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.004
Epoch  74 Batch  108/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.003
Epoch  74 Batch  109/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.004
Epoch  74 Batch  110/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  74 Batch  111/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  74 Batch  112/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch  113/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch  114/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  74 Batch  115/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch  116/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch  117/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  74 Batch  118/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch  119/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  74 Batch  120/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  74 Batch  121/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.002
Epoch  74 Batch  122/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.003
Epoch  74 Batch  123/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.004
Epoch  74 Batch  124/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  74 Batch  125/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  74 Batch  126/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  74 Batch  127/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  74 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch  129/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch  130/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  74 Batch  131/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  74 Batch  132/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  74 Batch  133/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.002
Epoch  74 Batch  134/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  74 Batch  135/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch  136/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  74 Batch  137/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch  138/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  74 Batch  139/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch  140/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  74 Batch  141/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.003
Epoch  74 Batch  142/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch  143/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  74 Batch  144/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  74 Batch  145/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  74 Batch  146/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  74 Batch  147/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  74 Batch  148/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  74 Batch  149/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch  150/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  74 Batch  151/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch  152/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch  153/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.003
Epoch  74 Batch  154/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  74 Batch  155/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch  156/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  74 Batch  157/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch  158/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  74 Batch  159/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.002
Epoch  74 Batch  160/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  74 Batch  161/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  74 Batch  162/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.004
Epoch  74 Batch  163/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.002
Epoch  74 Batch  164/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  74 Batch  165/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  74 Batch  166/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  74 Batch  167/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  74 Batch  168/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch  169/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  74 Batch  170/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  74 Batch  171/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch  172/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.004
Epoch  74 Batch  173/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  74 Batch  174/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.002
Epoch  74 Batch  175/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.005
Epoch  74 Batch  176/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  74 Batch  177/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch  178/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  74 Batch  179/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  74 Batch  180/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch  181/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.004
Epoch  74 Batch  182/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  74 Batch  183/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch  184/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch  185/269 - Train Accuracy:  0.985, Validation Accuracy:  0.961, Loss:  0.003
Epoch  74 Batch  186/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.003
Epoch  74 Batch  187/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.003
Epoch  74 Batch  188/269 - Train Accuracy:  0.985, Validation Accuracy:  0.960, Loss:  0.003
Epoch  74 Batch  189/269 - Train Accuracy:  0.987, Validation Accuracy:  0.961, Loss:  0.003
Epoch  74 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.003
Epoch  74 Batch  191/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch  192/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.002
Epoch  74 Batch  193/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.002
Epoch  74 Batch  194/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.004
Epoch  74 Batch  195/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch  196/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  74 Batch  197/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  74 Batch  198/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.002
Epoch  74 Batch  199/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  74 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.002
Epoch  74 Batch  201/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  74 Batch  202/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  74 Batch  203/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.004
Epoch  74 Batch  204/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch  205/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  74 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  74 Batch  207/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  74 Batch  208/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  74 Batch  209/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  74 Batch  210/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  74 Batch  211/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch  212/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  74 Batch  213/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch  214/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.003
Epoch  74 Batch  215/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch  216/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  74 Batch  217/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  74 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  74 Batch  219/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  74 Batch  220/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch  221/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  74 Batch  222/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  74 Batch  223/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  74 Batch  224/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  74 Batch  225/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  74 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  74 Batch  227/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  74 Batch  228/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch  229/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  74 Batch  230/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  74 Batch  231/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  74 Batch  232/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  74 Batch  233/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch  234/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  74 Batch  236/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  74 Batch  237/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  74 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  74 Batch  239/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  74 Batch  240/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  74 Batch  241/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch  242/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  74 Batch  243/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch  244/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  74 Batch  245/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch  246/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch  247/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  74 Batch  248/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch  249/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  74 Batch  250/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch  251/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  74 Batch  252/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch  253/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  74 Batch  254/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  74 Batch  255/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  74 Batch  256/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  74 Batch  257/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  74 Batch  258/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch  259/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.005
Epoch  74 Batch  260/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  74 Batch  261/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  74 Batch  262/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.004
Epoch  74 Batch  263/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  74 Batch  264/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  74 Batch  265/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  74 Batch  266/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  74 Batch  267/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch    0/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  75 Batch    1/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch    2/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  75 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch    4/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  75 Batch    5/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  75 Batch    6/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch    7/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch    8/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  75 Batch    9/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  75 Batch   10/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  75 Batch   11/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  75 Batch   12/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  75 Batch   13/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  75 Batch   14/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch   15/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.002
Epoch  75 Batch   16/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.004
Epoch  75 Batch   17/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  75 Batch   18/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  75 Batch   19/269 - Train Accuracy:  0.988, Validation Accuracy:  0.972, Loss:  0.002
Epoch  75 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  75 Batch   21/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  75 Batch   22/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  75 Batch   23/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  75 Batch   24/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  75 Batch   25/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch   26/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  75 Batch   27/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.003
Epoch  75 Batch   28/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.004
Epoch  75 Batch   29/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.003
Epoch  75 Batch   30/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  75 Batch   32/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  75 Batch   33/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  75 Batch   34/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  75 Batch   35/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  75 Batch   36/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch   37/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  75 Batch   38/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  75 Batch   39/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  75 Batch   40/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.003
Epoch  75 Batch   41/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  75 Batch   42/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  75 Batch   43/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch   44/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.004
Epoch  75 Batch   45/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch   46/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  75 Batch   47/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  75 Batch   48/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  75 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch   50/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  75 Batch   51/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  75 Batch   52/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  75 Batch   53/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  75 Batch   54/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  75 Batch   55/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  75 Batch   56/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  75 Batch   57/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.003
Epoch  75 Batch   58/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  75 Batch   59/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  75 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.005
Epoch  75 Batch   61/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  75 Batch   62/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  75 Batch   63/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  75 Batch   64/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  75 Batch   65/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  75 Batch   66/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  75 Batch   67/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  75 Batch   68/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  75 Batch   69/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  75 Batch   70/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  75 Batch   71/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  75 Batch   72/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch   73/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  75 Batch   74/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch   75/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch   76/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  75 Batch   77/269 - Train Accuracy:  0.986, Validation Accuracy:  0.957, Loss:  0.003
Epoch  75 Batch   78/269 - Train Accuracy:  0.979, Validation Accuracy:  0.957, Loss:  0.003
Epoch  75 Batch   79/269 - Train Accuracy:  0.980, Validation Accuracy:  0.957, Loss:  0.003
Epoch  75 Batch   80/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.003
Epoch  75 Batch   81/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  75 Batch   82/269 - Train Accuracy:  0.988, Validation Accuracy:  0.963, Loss:  0.003
Epoch  75 Batch   83/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.004
Epoch  75 Batch   84/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  75 Batch   85/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch   86/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  75 Batch   87/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch   88/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  75 Batch   89/269 - Train Accuracy:  0.979, Validation Accuracy:  0.955, Loss:  0.003
Epoch  75 Batch   90/269 - Train Accuracy:  0.981, Validation Accuracy:  0.955, Loss:  0.002
Epoch  75 Batch   91/269 - Train Accuracy:  0.981, Validation Accuracy:  0.957, Loss:  0.004
Epoch  75 Batch   92/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.003
Epoch  75 Batch   93/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.002
Epoch  75 Batch   94/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  75 Batch   95/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  75 Batch   96/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  75 Batch   97/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  75 Batch   98/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.004
Epoch  75 Batch   99/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  75 Batch  100/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch  101/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  75 Batch  102/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.002
Epoch  75 Batch  103/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.004
Epoch  75 Batch  104/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.003
Epoch  75 Batch  105/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  75 Batch  106/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.004
Epoch  75 Batch  107/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.002
Epoch  75 Batch  108/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  75 Batch  109/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.004
Epoch  75 Batch  110/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  75 Batch  111/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  75 Batch  112/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.003
Epoch  75 Batch  113/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.005
Epoch  75 Batch  114/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch  115/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.004
Epoch  75 Batch  116/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  75 Batch  117/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  75 Batch  118/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.004
Epoch  75 Batch  119/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  75 Batch  120/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  75 Batch  121/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch  122/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  75 Batch  123/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  75 Batch  124/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  75 Batch  125/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  75 Batch  126/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.003
Epoch  75 Batch  127/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  75 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  75 Batch  129/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  75 Batch  130/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  75 Batch  131/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.004
Epoch  75 Batch  132/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch  133/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  75 Batch  134/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  75 Batch  135/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  75 Batch  136/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.004
Epoch  75 Batch  137/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.004
Epoch  75 Batch  138/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.003
Epoch  75 Batch  139/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch  140/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  75 Batch  141/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  75 Batch  142/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  75 Batch  143/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  75 Batch  144/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  75 Batch  145/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch  146/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  75 Batch  147/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  75 Batch  148/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  75 Batch  149/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  75 Batch  150/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  75 Batch  151/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  75 Batch  152/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  75 Batch  153/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.003
Epoch  75 Batch  154/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.004
Epoch  75 Batch  155/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  75 Batch  156/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  75 Batch  157/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  75 Batch  158/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.004
Epoch  75 Batch  159/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  75 Batch  160/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  75 Batch  161/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  75 Batch  162/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.004
Epoch  75 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.955, Loss:  0.017
Epoch  75 Batch  164/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.020
Epoch  75 Batch  165/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.004
Epoch  75 Batch  166/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.011
Epoch  75 Batch  167/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.011
Epoch  75 Batch  168/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  75 Batch  169/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  75 Batch  170/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.005
Epoch  75 Batch  171/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.004
Epoch  75 Batch  173/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.007
Epoch  75 Batch  174/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  75 Batch  175/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch  176/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.007
Epoch  75 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.007
Epoch  75 Batch  178/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  75 Batch  179/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.007
Epoch  75 Batch  180/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  75 Batch  181/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  75 Batch  182/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  75 Batch  183/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.005
Epoch  75 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.006
Epoch  75 Batch  185/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.007
Epoch  75 Batch  186/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.005
Epoch  75 Batch  187/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.006
Epoch  75 Batch  188/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.006
Epoch  75 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.006
Epoch  75 Batch  190/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  75 Batch  191/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  75 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  75 Batch  193/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  75 Batch  194/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  75 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  75 Batch  196/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  75 Batch  197/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  75 Batch  198/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  75 Batch  199/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  75 Batch  200/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  75 Batch  201/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  75 Batch  202/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.004
Epoch  75 Batch  203/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.005
Epoch  75 Batch  204/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  75 Batch  205/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  75 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.004
Epoch  75 Batch  207/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.004
Epoch  75 Batch  208/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  75 Batch  209/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  75 Batch  210/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.003
Epoch  75 Batch  211/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  75 Batch  212/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.006
Epoch  75 Batch  213/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  75 Batch  214/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  75 Batch  215/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  75 Batch  216/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  75 Batch  217/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  75 Batch  218/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  75 Batch  219/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  75 Batch  220/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  75 Batch  221/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  75 Batch  222/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  75 Batch  223/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  75 Batch  224/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.005
Epoch  75 Batch  225/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  75 Batch  226/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  75 Batch  227/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.006
Epoch  75 Batch  228/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch  229/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  75 Batch  230/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch  231/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch  232/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  75 Batch  233/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  75 Batch  234/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  75 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  75 Batch  237/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  75 Batch  238/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  75 Batch  239/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  75 Batch  240/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.005
Epoch  75 Batch  241/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  75 Batch  242/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  75 Batch  243/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  75 Batch  244/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  75 Batch  245/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  75 Batch  246/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch  247/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch  248/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  75 Batch  249/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  75 Batch  250/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch  251/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch  252/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch  253/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  75 Batch  254/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch  255/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.004
Epoch  75 Batch  256/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  75 Batch  257/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  75 Batch  258/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.002
Epoch  75 Batch  259/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  75 Batch  260/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch  261/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch  262/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  75 Batch  263/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  75 Batch  264/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  75 Batch  265/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  75 Batch  266/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  75 Batch  267/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  76 Batch    0/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  76 Batch    1/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  76 Batch    2/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  76 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  76 Batch    4/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  76 Batch    5/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  76 Batch    6/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  76 Batch    7/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch    8/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  76 Batch    9/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  76 Batch   10/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  76 Batch   11/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  76 Batch   12/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.003
Epoch  76 Batch   13/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.002
Epoch  76 Batch   14/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  76 Batch   15/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  76 Batch   16/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  76 Batch   17/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.002
Epoch  76 Batch   18/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  76 Batch   19/269 - Train Accuracy:  0.986, Validation Accuracy:  0.975, Loss:  0.002
Epoch  76 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.975, Loss:  0.002
Epoch  76 Batch   21/269 - Train Accuracy:  0.987, Validation Accuracy:  0.975, Loss:  0.002
Epoch  76 Batch   22/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  76 Batch   23/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  76 Batch   24/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  76 Batch   25/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch   26/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  76 Batch   27/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  76 Batch   28/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  76 Batch   29/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.004
Epoch  76 Batch   30/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  76 Batch   31/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch   32/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  76 Batch   33/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  76 Batch   34/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  76 Batch   35/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.006
Epoch  76 Batch   36/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch   37/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  76 Batch   38/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  76 Batch   39/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch   40/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.003
Epoch  76 Batch   41/269 - Train Accuracy:  0.984, Validation Accuracy:  0.958, Loss:  0.002
Epoch  76 Batch   42/269 - Train Accuracy:  0.985, Validation Accuracy:  0.957, Loss:  0.003
Epoch  76 Batch   43/269 - Train Accuracy:  0.984, Validation Accuracy:  0.959, Loss:  0.003
Epoch  76 Batch   44/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.004
Epoch  76 Batch   45/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  76 Batch   46/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  76 Batch   47/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  76 Batch   48/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  76 Batch   49/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.002
Epoch  76 Batch   50/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.003
Epoch  76 Batch   51/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  76 Batch   52/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  76 Batch   53/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  76 Batch   54/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  76 Batch   55/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  76 Batch   56/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch   57/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.003
Epoch  76 Batch   58/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  76 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch   60/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.004
Epoch  76 Batch   61/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  76 Batch   62/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  76 Batch   63/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  76 Batch   64/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  76 Batch   65/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  76 Batch   66/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  76 Batch   67/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  76 Batch   68/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.003
Epoch  76 Batch   69/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.003
Epoch  76 Batch   70/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  76 Batch   71/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  76 Batch   72/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  76 Batch   73/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  76 Batch   74/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.002
Epoch  76 Batch   75/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.003
Epoch  76 Batch   76/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  76 Batch   77/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  76 Batch   78/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.003
Epoch  76 Batch   79/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.003
Epoch  76 Batch   80/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.004
Epoch  76 Batch   81/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  76 Batch   82/269 - Train Accuracy:  0.988, Validation Accuracy:  0.963, Loss:  0.002
Epoch  76 Batch   83/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.004
Epoch  76 Batch   84/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.003
Epoch  76 Batch   85/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.003
Epoch  76 Batch   86/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  76 Batch   87/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.002
Epoch  76 Batch   88/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.003
Epoch  76 Batch   89/269 - Train Accuracy:  0.987, Validation Accuracy:  0.963, Loss:  0.002
Epoch  76 Batch   90/269 - Train Accuracy:  0.981, Validation Accuracy:  0.957, Loss:  0.003
Epoch  76 Batch   91/269 - Train Accuracy:  0.980, Validation Accuracy:  0.953, Loss:  0.002
Epoch  76 Batch   92/269 - Train Accuracy:  0.980, Validation Accuracy:  0.955, Loss:  0.003
Epoch  76 Batch   93/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.002
Epoch  76 Batch   94/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.003
Epoch  76 Batch   95/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.004
Epoch  76 Batch   96/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch   97/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  76 Batch   98/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  76 Batch   99/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  76 Batch  100/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  76 Batch  101/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  76 Batch  102/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  76 Batch  103/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.003
Epoch  76 Batch  104/269 - Train Accuracy:  0.983, Validation Accuracy:  0.960, Loss:  0.002
Epoch  76 Batch  105/269 - Train Accuracy:  0.981, Validation Accuracy:  0.959, Loss:  0.003
Epoch  76 Batch  106/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  76 Batch  107/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.003
Epoch  76 Batch  108/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  76 Batch  109/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.004
Epoch  76 Batch  110/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.003
Epoch  76 Batch  111/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  76 Batch  112/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  76 Batch  113/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  76 Batch  114/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  76 Batch  115/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  76 Batch  116/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.002
Epoch  76 Batch  117/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  76 Batch  118/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.004
Epoch  76 Batch  119/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.003
Epoch  76 Batch  120/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.004
Epoch  76 Batch  121/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  76 Batch  122/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  76 Batch  123/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  76 Batch  124/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  76 Batch  125/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.002
Epoch  76 Batch  126/269 - Train Accuracy:  0.982, Validation Accuracy:  0.960, Loss:  0.003
Epoch  76 Batch  127/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.005
Epoch  76 Batch  128/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  76 Batch  129/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  76 Batch  130/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.004
Epoch  76 Batch  131/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  76 Batch  132/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  76 Batch  133/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  76 Batch  134/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  135/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  76 Batch  136/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.003
Epoch  76 Batch  137/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.004
Epoch  76 Batch  138/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  76 Batch  139/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  76 Batch  140/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  76 Batch  141/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  76 Batch  142/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  76 Batch  143/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  76 Batch  144/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  76 Batch  145/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  76 Batch  146/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  76 Batch  147/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.004
Epoch  76 Batch  148/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  76 Batch  149/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.004
Epoch  76 Batch  150/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.003
Epoch  76 Batch  151/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.003
Epoch  76 Batch  152/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.003
Epoch  76 Batch  153/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.004
Epoch  76 Batch  154/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  76 Batch  155/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  76 Batch  156/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  76 Batch  157/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  158/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  76 Batch  159/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  76 Batch  160/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  161/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  76 Batch  162/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  76 Batch  163/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  76 Batch  164/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  165/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  76 Batch  166/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  76 Batch  167/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  76 Batch  168/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  76 Batch  169/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  76 Batch  170/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  76 Batch  171/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  76 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  76 Batch  173/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  76 Batch  174/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  175/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  76 Batch  176/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  177/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  76 Batch  178/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  76 Batch  179/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  76 Batch  180/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  76 Batch  181/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  182/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  76 Batch  183/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  76 Batch  184/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.004
Epoch  76 Batch  185/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  76 Batch  186/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  76 Batch  187/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  188/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  189/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  76 Batch  190/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  76 Batch  191/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  76 Batch  192/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.002
Epoch  76 Batch  193/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  76 Batch  194/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  76 Batch  195/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  76 Batch  196/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  76 Batch  197/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  76 Batch  198/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  76 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  76 Batch  200/269 - Train Accuracy:  0.990, Validation Accuracy:  0.965, Loss:  0.002
Epoch  76 Batch  201/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  76 Batch  202/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  76 Batch  203/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  76 Batch  204/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  76 Batch  205/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  76 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.003
Epoch  76 Batch  207/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.003
Epoch  76 Batch  208/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.003
Epoch  76 Batch  209/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  76 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  76 Batch  211/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  212/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.004
Epoch  76 Batch  213/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  214/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  76 Batch  215/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  216/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  76 Batch  217/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  76 Batch  218/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  76 Batch  219/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  76 Batch  220/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.002
Epoch  76 Batch  221/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  76 Batch  222/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  76 Batch  223/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  76 Batch  224/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  76 Batch  225/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  76 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  76 Batch  227/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.004
Epoch  76 Batch  228/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  76 Batch  229/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  76 Batch  230/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  76 Batch  231/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  76 Batch  232/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  76 Batch  233/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  76 Batch  234/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  76 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.002
Epoch  76 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.003
Epoch  76 Batch  237/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  76 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  76 Batch  239/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  76 Batch  240/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  76 Batch  241/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  76 Batch  242/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  76 Batch  243/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  76 Batch  244/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  76 Batch  245/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  76 Batch  246/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  76 Batch  247/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  76 Batch  248/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  249/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  76 Batch  250/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  76 Batch  251/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  252/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.003
Epoch  76 Batch  253/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  76 Batch  254/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  76 Batch  255/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.003
Epoch  76 Batch  256/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  257/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.003
Epoch  76 Batch  258/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  76 Batch  259/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  76 Batch  260/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  76 Batch  261/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  76 Batch  262/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.004
Epoch  76 Batch  263/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  76 Batch  264/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  76 Batch  265/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  76 Batch  266/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  76 Batch  267/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  77 Batch    0/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch    1/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.003
Epoch  77 Batch    2/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  77 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  77 Batch    4/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  77 Batch    5/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  77 Batch    6/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  77 Batch    7/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch    8/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch    9/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  77 Batch   10/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  77 Batch   11/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch   12/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch   13/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch   14/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  77 Batch   15/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.002
Epoch  77 Batch   16/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  77 Batch   17/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch   18/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  77 Batch   19/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  77 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch   21/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  77 Batch   22/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch   23/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  77 Batch   24/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  77 Batch   25/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  77 Batch   26/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch   27/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  77 Batch   28/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  77 Batch   29/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  77 Batch   30/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  77 Batch   32/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  77 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  77 Batch   34/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  77 Batch   35/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  77 Batch   36/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  77 Batch   37/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  77 Batch   38/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  77 Batch   39/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  77 Batch   40/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  77 Batch   41/269 - Train Accuracy:  0.982, Validation Accuracy:  0.960, Loss:  0.002
Epoch  77 Batch   42/269 - Train Accuracy:  0.985, Validation Accuracy:  0.958, Loss:  0.002
Epoch  77 Batch   43/269 - Train Accuracy:  0.984, Validation Accuracy:  0.959, Loss:  0.003
Epoch  77 Batch   44/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.003
Epoch  77 Batch   45/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  77 Batch   46/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch   47/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  77 Batch   48/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  77 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  77 Batch   50/269 - Train Accuracy:  0.982, Validation Accuracy:  0.976, Loss:  0.003
Epoch  77 Batch   51/269 - Train Accuracy:  0.984, Validation Accuracy:  0.975, Loss:  0.002
Epoch  77 Batch   52/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.001
Epoch  77 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  77 Batch   54/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.003
Epoch  77 Batch   55/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  77 Batch   56/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  77 Batch   57/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.003
Epoch  77 Batch   58/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.002
Epoch  77 Batch   59/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.002
Epoch  77 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.003
Epoch  77 Batch   61/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.002
Epoch  77 Batch   62/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  77 Batch   63/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  77 Batch   64/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  77 Batch   65/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.003
Epoch  77 Batch   66/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  77 Batch   67/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch   68/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.002
Epoch  77 Batch   69/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.003
Epoch  77 Batch   70/269 - Train Accuracy:  0.985, Validation Accuracy:  0.961, Loss:  0.003
Epoch  77 Batch   71/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.005
Epoch  77 Batch   72/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  77 Batch   73/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch   74/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  77 Batch   75/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.003
Epoch  77 Batch   76/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  77 Batch   77/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.003
Epoch  77 Batch   78/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.002
Epoch  77 Batch   79/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.003
Epoch  77 Batch   80/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.003
Epoch  77 Batch   81/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  77 Batch   82/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch   83/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  77 Batch   84/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  77 Batch   85/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.003
Epoch  77 Batch   86/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.002
Epoch  77 Batch   87/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  77 Batch   88/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  77 Batch   89/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  77 Batch   90/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.002
Epoch  77 Batch   91/269 - Train Accuracy:  0.981, Validation Accuracy:  0.957, Loss:  0.002
Epoch  77 Batch   92/269 - Train Accuracy:  0.981, Validation Accuracy:  0.959, Loss:  0.003
Epoch  77 Batch   93/269 - Train Accuracy:  0.980, Validation Accuracy:  0.958, Loss:  0.003
Epoch  77 Batch   94/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  77 Batch   95/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch   96/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  77 Batch   97/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.003
Epoch  77 Batch   98/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.005
Epoch  77 Batch   99/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  77 Batch  100/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  77 Batch  101/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.005
Epoch  77 Batch  102/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch  103/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.004
Epoch  77 Batch  104/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch  105/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  77 Batch  106/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.003
Epoch  77 Batch  107/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.003
Epoch  77 Batch  108/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  77 Batch  109/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch  110/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  111/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch  112/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  77 Batch  113/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.004
Epoch  77 Batch  114/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch  115/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch  116/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch  117/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  77 Batch  118/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch  119/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  120/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.003
Epoch  77 Batch  121/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  122/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  77 Batch  123/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.005
Epoch  77 Batch  124/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  77 Batch  125/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  77 Batch  126/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  77 Batch  127/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  77 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch  129/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  77 Batch  130/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.004
Epoch  77 Batch  131/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  77 Batch  132/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  77 Batch  133/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.003
Epoch  77 Batch  134/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  77 Batch  135/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  77 Batch  136/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.003
Epoch  77 Batch  137/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  77 Batch  138/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  77 Batch  139/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  77 Batch  140/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.004
Epoch  77 Batch  141/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  77 Batch  142/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  77 Batch  143/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  77 Batch  144/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  77 Batch  146/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  77 Batch  147/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch  148/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch  149/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  77 Batch  150/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch  151/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch  152/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  77 Batch  153/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  77 Batch  154/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  77 Batch  155/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch  156/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  77 Batch  157/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch  158/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch  159/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  77 Batch  160/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  161/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  162/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch  163/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch  164/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch  165/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  77 Batch  166/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  77 Batch  167/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  168/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  77 Batch  169/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  77 Batch  170/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  77 Batch  171/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.003
Epoch  77 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.003
Epoch  77 Batch  173/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch  174/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch  175/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.004
Epoch  77 Batch  176/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch  177/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  77 Batch  178/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  77 Batch  179/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  77 Batch  180/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  77 Batch  181/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  77 Batch  182/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  77 Batch  183/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  77 Batch  184/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.004
Epoch  77 Batch  185/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  77 Batch  186/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  77 Batch  187/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.001
Epoch  77 Batch  188/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  77 Batch  189/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  77 Batch  190/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  77 Batch  191/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  77 Batch  192/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  77 Batch  193/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  77 Batch  194/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  77 Batch  195/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  77 Batch  196/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  77 Batch  197/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  77 Batch  198/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch  199/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  77 Batch  200/269 - Train Accuracy:  0.989, Validation Accuracy:  0.964, Loss:  0.002
Epoch  77 Batch  201/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  77 Batch  202/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  77 Batch  203/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  77 Batch  204/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch  205/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  77 Batch  207/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  77 Batch  208/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch  209/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.001
Epoch  77 Batch  211/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  212/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  77 Batch  213/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch  214/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  77 Batch  215/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.003
Epoch  77 Batch  216/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch  217/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch  218/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  77 Batch  219/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch  220/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.003
Epoch  77 Batch  221/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.003
Epoch  77 Batch  222/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  77 Batch  223/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.001
Epoch  77 Batch  224/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  77 Batch  225/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  77 Batch  227/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  77 Batch  228/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  77 Batch  229/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  77 Batch  230/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  77 Batch  231/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  77 Batch  232/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  77 Batch  233/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch  234/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  77 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  77 Batch  237/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  77 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  77 Batch  239/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  77 Batch  240/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  241/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  77 Batch  243/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  77 Batch  244/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  245/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  77 Batch  246/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch  247/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  77 Batch  248/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  249/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  250/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch  251/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  252/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.002
Epoch  77 Batch  253/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  77 Batch  254/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  77 Batch  255/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.003
Epoch  77 Batch  256/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  77 Batch  257/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  77 Batch  258/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  77 Batch  259/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  77 Batch  260/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch  261/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  77 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.004
Epoch  77 Batch  263/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  77 Batch  264/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  77 Batch  265/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  77 Batch  266/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.002
Epoch  77 Batch  267/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.002
Epoch  78 Batch    0/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  78 Batch    1/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  78 Batch    2/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch    3/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch    4/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch    5/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  78 Batch    6/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch    7/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch    8/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  78 Batch    9/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch   10/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch   11/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  78 Batch   12/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  78 Batch   13/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch   14/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  78 Batch   15/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch   16/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  78 Batch   17/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch   18/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch   19/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  78 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  78 Batch   21/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  78 Batch   22/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch   23/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  78 Batch   24/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch   25/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch   26/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  78 Batch   27/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  78 Batch   28/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  78 Batch   29/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  78 Batch   30/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  78 Batch   31/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch   32/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch   33/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch   34/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch   35/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.005
Epoch  78 Batch   36/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  78 Batch   37/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch   38/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch   39/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  78 Batch   40/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  78 Batch   41/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch   42/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.002
Epoch  78 Batch   43/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch   44/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  78 Batch   45/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  78 Batch   46/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch   47/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  78 Batch   48/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  78 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch   50/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch   51/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  78 Batch   52/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  78 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch   54/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch   55/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch   56/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch   57/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.003
Epoch  78 Batch   58/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch   59/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  78 Batch   60/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.003
Epoch  78 Batch   61/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  78 Batch   62/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  78 Batch   63/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  78 Batch   64/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch   65/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch   66/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  78 Batch   67/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch   68/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch   69/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch   70/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  78 Batch   71/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  78 Batch   72/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  78 Batch   73/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch   74/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch   75/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  78 Batch   76/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  78 Batch   77/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.003
Epoch  78 Batch   78/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch   79/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch   80/269 - Train Accuracy:  0.987, Validation Accuracy:  0.962, Loss:  0.002
Epoch  78 Batch   81/269 - Train Accuracy:  0.984, Validation Accuracy:  0.959, Loss:  0.002
Epoch  78 Batch   82/269 - Train Accuracy:  0.985, Validation Accuracy:  0.958, Loss:  0.002
Epoch  78 Batch   83/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.004
Epoch  78 Batch   84/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  78 Batch   85/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  78 Batch   86/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.002
Epoch  78 Batch   87/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  78 Batch   88/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  78 Batch   89/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  78 Batch   90/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  78 Batch   91/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.003
Epoch  78 Batch   92/269 - Train Accuracy:  0.979, Validation Accuracy:  0.953, Loss:  0.003
Epoch  78 Batch   93/269 - Train Accuracy:  0.979, Validation Accuracy:  0.955, Loss:  0.003
Epoch  78 Batch   94/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.005
Epoch  78 Batch   95/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch   96/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  78 Batch   97/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  78 Batch   98/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  78 Batch   99/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  78 Batch  100/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.004
Epoch  78 Batch  101/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.006
Epoch  78 Batch  102/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  78 Batch  103/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.003
Epoch  78 Batch  104/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.003
Epoch  78 Batch  105/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  78 Batch  106/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  78 Batch  107/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.003
Epoch  78 Batch  108/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  78 Batch  109/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.003
Epoch  78 Batch  110/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch  111/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch  112/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  78 Batch  113/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  78 Batch  114/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  78 Batch  115/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.003
Epoch  78 Batch  116/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  78 Batch  117/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch  118/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  78 Batch  119/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch  120/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  78 Batch  121/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  78 Batch  122/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch  123/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch  124/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch  125/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch  126/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.004
Epoch  78 Batch  127/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.004
Epoch  78 Batch  128/269 - Train Accuracy:  0.986, Validation Accuracy:  0.960, Loss:  0.002
Epoch  78 Batch  129/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.003
Epoch  78 Batch  130/269 - Train Accuracy:  0.982, Validation Accuracy:  0.959, Loss:  0.004
Epoch  78 Batch  131/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  78 Batch  132/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  78 Batch  133/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.002
Epoch  78 Batch  134/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch  135/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  78 Batch  136/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  78 Batch  137/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  78 Batch  138/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.002
Epoch  78 Batch  139/269 - Train Accuracy:  0.980, Validation Accuracy:  0.956, Loss:  0.002
Epoch  78 Batch  140/269 - Train Accuracy:  0.982, Validation Accuracy:  0.957, Loss:  0.004
Epoch  78 Batch  141/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  78 Batch  142/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch  143/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  144/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  145/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  78 Batch  146/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  78 Batch  147/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  78 Batch  148/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  78 Batch  149/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  78 Batch  150/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch  151/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  78 Batch  152/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch  153/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  78 Batch  154/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.003
Epoch  78 Batch  155/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.003
Epoch  78 Batch  156/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  78 Batch  157/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  78 Batch  158/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch  159/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  78 Batch  160/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  78 Batch  162/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  163/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  164/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  165/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  78 Batch  166/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  167/269 - Train Accuracy:  0.988, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch  168/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  78 Batch  169/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch  170/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  78 Batch  171/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  78 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  78 Batch  173/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  78 Batch  174/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  78 Batch  175/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  78 Batch  176/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch  177/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  78 Batch  178/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  78 Batch  179/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  78 Batch  180/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  78 Batch  181/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch  182/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  78 Batch  183/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch  184/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  78 Batch  185/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  186/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  78 Batch  187/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  78 Batch  188/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  189/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  78 Batch  191/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch  192/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  193/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch  194/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch  195/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch  196/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch  197/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  78 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  199/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  200/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  201/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  78 Batch  202/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  78 Batch  203/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch  204/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  78 Batch  205/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  78 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  78 Batch  207/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch  208/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  78 Batch  209/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  210/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  78 Batch  211/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  78 Batch  212/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.003
Epoch  78 Batch  213/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  214/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch  215/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  216/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  78 Batch  217/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  78 Batch  219/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch  220/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.003
Epoch  78 Batch  221/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  78 Batch  222/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch  223/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch  224/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  78 Batch  225/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch  226/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  78 Batch  227/269 - Train Accuracy:  0.987, Validation Accuracy:  0.974, Loss:  0.003
Epoch  78 Batch  228/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.002
Epoch  78 Batch  229/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch  230/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch  231/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  78 Batch  232/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  78 Batch  233/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  78 Batch  234/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.004
Epoch  78 Batch  235/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch  237/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch  238/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch  239/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  78 Batch  240/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  78 Batch  241/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  78 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch  243/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch  244/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  78 Batch  245/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  246/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  78 Batch  247/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  78 Batch  248/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  78 Batch  249/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  78 Batch  250/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch  251/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch  252/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch  253/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch  254/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch  255/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.003
Epoch  78 Batch  256/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  78 Batch  257/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  78 Batch  258/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  78 Batch  259/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.004
Epoch  78 Batch  260/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  78 Batch  261/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  78 Batch  262/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  78 Batch  263/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  78 Batch  264/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  78 Batch  265/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  78 Batch  266/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  78 Batch  267/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  79 Batch    0/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  79 Batch    1/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.002
Epoch  79 Batch    2/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  79 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  79 Batch    4/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  79 Batch    5/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch    6/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch    7/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch    8/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  79 Batch    9/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch   10/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch   11/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch   12/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch   13/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch   14/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch   15/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch   16/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  79 Batch   17/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  79 Batch   18/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch   19/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch   21/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  79 Batch   22/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  79 Batch   23/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch   24/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  79 Batch   25/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  79 Batch   26/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch   27/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch   28/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  79 Batch   29/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch   30/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  79 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch   32/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch   33/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch   34/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch   35/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.004
Epoch  79 Batch   36/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  79 Batch   37/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  79 Batch   38/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  79 Batch   39/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.003
Epoch  79 Batch   40/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.003
Epoch  79 Batch   41/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.003
Epoch  79 Batch   42/269 - Train Accuracy:  0.984, Validation Accuracy:  0.959, Loss:  0.002
Epoch  79 Batch   43/269 - Train Accuracy:  0.986, Validation Accuracy:  0.960, Loss:  0.003
Epoch  79 Batch   44/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.004
Epoch  79 Batch   45/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  79 Batch   46/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  79 Batch   47/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  79 Batch   48/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  79 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch   50/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch   51/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch   52/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch   54/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch   55/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  79 Batch   56/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  79 Batch   57/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.003
Epoch  79 Batch   58/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch   60/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  79 Batch   61/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  79 Batch   62/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  79 Batch   63/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  79 Batch   64/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  79 Batch   65/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.003
Epoch  79 Batch   66/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  79 Batch   67/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  79 Batch   68/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  79 Batch   69/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  79 Batch   70/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  79 Batch   71/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch   72/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch   73/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.003
Epoch  79 Batch   74/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch   75/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  79 Batch   76/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  79 Batch   77/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  79 Batch   78/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch   79/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch   80/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  79 Batch   81/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.002
Epoch  79 Batch   82/269 - Train Accuracy:  0.987, Validation Accuracy:  0.959, Loss:  0.002
Epoch  79 Batch   83/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.003
Epoch  79 Batch   84/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  79 Batch   85/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch   86/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch   87/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  79 Batch   88/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch   89/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch   90/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch   91/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch   92/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.002
Epoch  79 Batch   93/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.002
Epoch  79 Batch   94/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.003
Epoch  79 Batch   95/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.003
Epoch  79 Batch   96/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch   97/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  79 Batch   98/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  79 Batch   99/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch  100/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch  101/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  79 Batch  102/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  103/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch  104/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch  105/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  106/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  79 Batch  107/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.003
Epoch  79 Batch  108/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  79 Batch  109/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  79 Batch  110/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  79 Batch  111/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  79 Batch  112/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  79 Batch  113/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  79 Batch  114/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  115/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch  116/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  79 Batch  117/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch  118/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch  119/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  79 Batch  120/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.004
Epoch  79 Batch  121/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  122/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch  123/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  79 Batch  124/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  79 Batch  125/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  126/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  79 Batch  127/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.004
Epoch  79 Batch  128/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.003
Epoch  79 Batch  129/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  79 Batch  130/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  79 Batch  131/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch  132/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch  133/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch  134/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  79 Batch  135/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  79 Batch  136/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch  137/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  79 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  79 Batch  139/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  79 Batch  140/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch  141/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch  142/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  79 Batch  143/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  79 Batch  144/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  146/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  79 Batch  147/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  148/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch  149/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch  150/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  79 Batch  151/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch  152/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  153/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  154/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  155/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch  156/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  157/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  79 Batch  158/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.004
Epoch  79 Batch  159/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  79 Batch  160/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  79 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  79 Batch  162/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  79 Batch  163/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch  164/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  165/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch  166/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  79 Batch  167/269 - Train Accuracy:  0.987, Validation Accuracy:  0.975, Loss:  0.003
Epoch  79 Batch  168/269 - Train Accuracy:  0.983, Validation Accuracy:  0.977, Loss:  0.003
Epoch  79 Batch  169/269 - Train Accuracy:  0.977, Validation Accuracy:  0.975, Loss:  0.003
Epoch  79 Batch  170/269 - Train Accuracy:  0.987, Validation Accuracy:  0.974, Loss:  0.002
Epoch  79 Batch  171/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.003
Epoch  79 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  173/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  174/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  175/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch  176/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch  177/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  178/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch  179/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  180/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  181/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch  182/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  183/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch  184/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  79 Batch  185/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  79 Batch  186/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  79 Batch  187/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  79 Batch  188/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  79 Batch  189/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  79 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  79 Batch  191/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  79 Batch  192/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  193/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  194/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  195/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  196/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  197/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  200/269 - Train Accuracy:  0.989, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch  201/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  79 Batch  202/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch  203/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch  204/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  205/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.001
Epoch  79 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch  207/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch  208/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  209/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch  211/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  79 Batch  212/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  79 Batch  213/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch  214/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch  215/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  216/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  217/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  219/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  220/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  79 Batch  221/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  79 Batch  222/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  79 Batch  223/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  79 Batch  224/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  225/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch  226/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  79 Batch  227/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  79 Batch  228/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  79 Batch  229/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch  230/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  79 Batch  231/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  79 Batch  232/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  79 Batch  233/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  234/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  235/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  236/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  79 Batch  237/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  79 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  79 Batch  239/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.002
Epoch  79 Batch  240/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  79 Batch  241/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  79 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  79 Batch  243/269 - Train Accuracy:  0.988, Validation Accuracy:  0.973, Loss:  0.002
Epoch  79 Batch  244/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  79 Batch  245/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  79 Batch  246/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  79 Batch  247/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch  248/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  249/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch  250/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.002
Epoch  79 Batch  251/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch  252/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.003
Epoch  79 Batch  253/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  254/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch  255/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.003
Epoch  79 Batch  256/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  79 Batch  257/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  79 Batch  258/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  79 Batch  259/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  79 Batch  260/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  79 Batch  261/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  262/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.003
Epoch  79 Batch  263/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  79 Batch  264/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  79 Batch  265/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  79 Batch  266/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  79 Batch  267/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch    0/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  80 Batch    1/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.004
Epoch  80 Batch    2/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  80 Batch    3/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  80 Batch    4/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch    5/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  80 Batch    6/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  80 Batch    7/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch    8/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  80 Batch    9/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch   10/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  80 Batch   11/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.004
Epoch  80 Batch   12/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch   13/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  80 Batch   14/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  80 Batch   15/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch   16/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.004
Epoch  80 Batch   17/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  80 Batch   18/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch   19/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch   21/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch   22/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  80 Batch   23/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch   24/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  80 Batch   25/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch   26/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch   27/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch   28/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  80 Batch   29/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch   30/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.002
Epoch  80 Batch   33/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  80 Batch   34/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  80 Batch   35/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.006
Epoch  80 Batch   36/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch   37/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  80 Batch   38/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  80 Batch   39/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.002
Epoch  80 Batch   40/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  80 Batch   41/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  80 Batch   42/269 - Train Accuracy:  0.982, Validation Accuracy:  0.959, Loss:  0.003
Epoch  80 Batch   43/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.002
Epoch  80 Batch   44/269 - Train Accuracy:  0.985, Validation Accuracy:  0.961, Loss:  0.004
Epoch  80 Batch   45/269 - Train Accuracy:  0.983, Validation Accuracy:  0.960, Loss:  0.003
Epoch  80 Batch   46/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  80 Batch   47/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  80 Batch   48/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  80 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  80 Batch   50/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  80 Batch   51/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  80 Batch   52/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.003
Epoch  80 Batch   53/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch   54/269 - Train Accuracy:  0.987, Validation Accuracy:  0.962, Loss:  0.003
Epoch  80 Batch   55/269 - Train Accuracy:  0.984, Validation Accuracy:  0.960, Loss:  0.002
Epoch  80 Batch   56/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.004
Epoch  80 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.961, Loss:  0.003
Epoch  80 Batch   58/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  80 Batch   59/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.004
Epoch  80 Batch   61/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  80 Batch   62/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  80 Batch   63/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.004
Epoch  80 Batch   64/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.003
Epoch  80 Batch   65/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.004
Epoch  80 Batch   66/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.004
Epoch  80 Batch   67/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.004
Epoch  80 Batch   68/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.004
Epoch  80 Batch   69/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.004
Epoch  80 Batch   70/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  80 Batch   71/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  80 Batch   72/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  80 Batch   73/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.004
Epoch  80 Batch   74/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  80 Batch   75/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  80 Batch   76/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  80 Batch   77/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  80 Batch   78/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  80 Batch   79/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.002
Epoch  80 Batch   80/269 - Train Accuracy:  0.986, Validation Accuracy:  0.958, Loss:  0.002
Epoch  80 Batch   81/269 - Train Accuracy:  0.982, Validation Accuracy:  0.957, Loss:  0.003
Epoch  80 Batch   82/269 - Train Accuracy:  0.987, Validation Accuracy:  0.956, Loss:  0.002
Epoch  80 Batch   83/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.004
Epoch  80 Batch   84/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  80 Batch   85/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch   86/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch   87/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  80 Batch   88/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  80 Batch   89/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch   90/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  80 Batch   91/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  80 Batch   92/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.003
Epoch  80 Batch   93/269 - Train Accuracy:  0.980, Validation Accuracy:  0.957, Loss:  0.002
Epoch  80 Batch   94/269 - Train Accuracy:  0.985, Validation Accuracy:  0.961, Loss:  0.005
Epoch  80 Batch   95/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.003
Epoch  80 Batch   96/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.003
Epoch  80 Batch   97/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch   98/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  80 Batch   99/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch  100/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  80 Batch  101/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  80 Batch  102/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  80 Batch  103/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  80 Batch  104/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  80 Batch  105/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  80 Batch  106/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.004
Epoch  80 Batch  107/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.004
Epoch  80 Batch  108/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  80 Batch  109/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  80 Batch  110/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  80 Batch  111/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  80 Batch  112/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  80 Batch  113/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  80 Batch  114/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  80 Batch  115/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.003
Epoch  80 Batch  116/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  80 Batch  117/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.003
Epoch  80 Batch  118/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.003
Epoch  80 Batch  119/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.003
Epoch  80 Batch  120/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  80 Batch  121/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  122/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  123/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  80 Batch  124/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  80 Batch  125/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  126/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  80 Batch  127/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  80 Batch  128/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  80 Batch  129/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.002
Epoch  80 Batch  130/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.003
Epoch  80 Batch  131/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch  132/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch  133/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  80 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  80 Batch  135/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  80 Batch  136/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch  137/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  80 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  80 Batch  139/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  80 Batch  140/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch  141/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  80 Batch  142/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  80 Batch  143/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  80 Batch  144/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  145/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch  146/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch  147/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  80 Batch  148/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  80 Batch  149/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  80 Batch  150/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  80 Batch  151/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch  152/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  153/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  80 Batch  154/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  80 Batch  155/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  80 Batch  156/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch  157/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch  158/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  80 Batch  159/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  80 Batch  160/269 - Train Accuracy:  0.986, Validation Accuracy:  0.974, Loss:  0.002
Epoch  80 Batch  161/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.002
Epoch  80 Batch  162/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.003
Epoch  80 Batch  163/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  80 Batch  164/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  80 Batch  165/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  80 Batch  166/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  80 Batch  167/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  80 Batch  168/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.002
Epoch  80 Batch  169/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.002
Epoch  80 Batch  170/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  171/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  80 Batch  173/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  80 Batch  174/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.002
Epoch  80 Batch  175/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.004
Epoch  80 Batch  176/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.003
Epoch  80 Batch  177/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.004
Epoch  80 Batch  178/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  80 Batch  179/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch  180/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  181/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  182/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  183/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch  184/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  80 Batch  185/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch  186/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  187/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  188/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  189/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.003
Epoch  80 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  191/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  192/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  193/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  194/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  80 Batch  195/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  80 Batch  196/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  80 Batch  197/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  80 Batch  198/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  199/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  200/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  201/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch  202/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch  203/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  204/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  80 Batch  205/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  80 Batch  206/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  80 Batch  207/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  80 Batch  208/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  209/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch  211/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  212/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.004
Epoch  80 Batch  213/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch  214/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  215/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  216/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  80 Batch  217/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch  219/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch  220/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  221/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  80 Batch  222/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  80 Batch  223/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  80 Batch  224/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch  225/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch  226/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  227/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch  228/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  80 Batch  229/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  80 Batch  230/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  80 Batch  231/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  80 Batch  232/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  233/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  80 Batch  234/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  80 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.001
Epoch  80 Batch  236/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  80 Batch  237/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  80 Batch  238/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  80 Batch  239/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  240/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch  241/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  80 Batch  242/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  243/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  244/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  245/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  246/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  247/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  248/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  249/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  80 Batch  250/269 - Train Accuracy:  0.988, Validation Accuracy:  0.972, Loss:  0.002
Epoch  80 Batch  251/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  80 Batch  252/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  80 Batch  253/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  254/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch  255/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  80 Batch  256/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  257/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  80 Batch  258/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  80 Batch  259/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  80 Batch  260/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch  261/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  80 Batch  262/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.003
Epoch  80 Batch  263/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  80 Batch  264/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  265/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  80 Batch  266/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  80 Batch  267/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  81 Batch    0/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  81 Batch    1/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  81 Batch    2/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.003
Epoch  81 Batch    3/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  81 Batch    4/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch    5/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  81 Batch    6/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch    7/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  81 Batch    8/269 - Train Accuracy:  0.986, Validation Accuracy:  0.974, Loss:  0.002
Epoch  81 Batch    9/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  81 Batch   10/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  81 Batch   11/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  81 Batch   12/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  81 Batch   13/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch   14/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  81 Batch   15/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  81 Batch   16/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.003
Epoch  81 Batch   17/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch   18/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch   19/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  81 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.003
Epoch  81 Batch   21/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch   22/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch   23/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch   24/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  81 Batch   25/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  81 Batch   26/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch   27/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.002
Epoch  81 Batch   29/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  81 Batch   30/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  81 Batch   31/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch   32/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.002
Epoch  81 Batch   33/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  81 Batch   34/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch   35/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.005
Epoch  81 Batch   36/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  81 Batch   37/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch   38/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  81 Batch   39/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch   40/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch   41/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  81 Batch   42/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  81 Batch   43/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  81 Batch   44/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.003
Epoch  81 Batch   45/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  81 Batch   46/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  81 Batch   47/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch   48/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  81 Batch   50/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  81 Batch   51/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  81 Batch   52/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  81 Batch   53/269 - Train Accuracy:  0.986, Validation Accuracy:  0.974, Loss:  0.002
Epoch  81 Batch   54/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.002
Epoch  81 Batch   55/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  81 Batch   56/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch   57/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.003
Epoch  81 Batch   58/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.003
Epoch  81 Batch   59/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  81 Batch   60/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.004
Epoch  81 Batch   61/269 - Train Accuracy:  0.982, Validation Accuracy:  0.975, Loss:  0.004
Epoch  81 Batch   62/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  81 Batch   63/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.002
Epoch  81 Batch   64/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  81 Batch   65/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.004
Epoch  81 Batch   66/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.003
Epoch  81 Batch   67/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  81 Batch   68/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  81 Batch   69/269 - Train Accuracy:  0.984, Validation Accuracy:  0.960, Loss:  0.003
Epoch  81 Batch   70/269 - Train Accuracy:  0.982, Validation Accuracy:  0.954, Loss:  0.004
Epoch  81 Batch   71/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.004
Epoch  81 Batch   72/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  81 Batch   73/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  81 Batch   74/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  81 Batch   75/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.004
Epoch  81 Batch   76/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  81 Batch   77/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  81 Batch   78/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  81 Batch   79/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch   80/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.003
Epoch  81 Batch   81/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.003
Epoch  81 Batch   82/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  81 Batch   83/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  81 Batch   84/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  81 Batch   85/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch   86/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch   87/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch   88/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  81 Batch   89/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  81 Batch   90/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  81 Batch   91/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch   92/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.002
Epoch  81 Batch   93/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.002
Epoch  81 Batch   94/269 - Train Accuracy:  0.984, Validation Accuracy:  0.960, Loss:  0.002
Epoch  81 Batch   95/269 - Train Accuracy:  0.984, Validation Accuracy:  0.960, Loss:  0.002
Epoch  81 Batch   96/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.002
Epoch  81 Batch   97/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  81 Batch   98/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch   99/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  81 Batch  100/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  81 Batch  101/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  81 Batch  102/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  81 Batch  103/269 - Train Accuracy:  0.983, Validation Accuracy:  0.975, Loss:  0.003
Epoch  81 Batch  104/269 - Train Accuracy:  0.984, Validation Accuracy:  0.975, Loss:  0.002
Epoch  81 Batch  105/269 - Train Accuracy:  0.986, Validation Accuracy:  0.976, Loss:  0.002
Epoch  81 Batch  106/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.003
Epoch  81 Batch  107/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch  108/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  81 Batch  109/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  81 Batch  110/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  81 Batch  111/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch  112/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch  113/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.004
Epoch  81 Batch  114/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  81 Batch  115/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch  116/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  81 Batch  117/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  81 Batch  118/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.003
Epoch  81 Batch  119/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  81 Batch  120/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  81 Batch  121/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch  122/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  81 Batch  123/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  81 Batch  124/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  81 Batch  125/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch  126/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  81 Batch  127/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  81 Batch  128/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  81 Batch  129/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  81 Batch  130/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  81 Batch  131/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  81 Batch  132/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  81 Batch  133/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  81 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch  135/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  81 Batch  136/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.003
Epoch  81 Batch  137/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.004
Epoch  81 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.003
Epoch  81 Batch  139/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.005
Epoch  81 Batch  140/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  81 Batch  141/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch  142/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.003
Epoch  81 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.004
Epoch  81 Batch  144/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  81 Batch  145/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  81 Batch  146/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  81 Batch  147/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.003
Epoch  81 Batch  148/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  81 Batch  149/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.003
Epoch  81 Batch  150/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.004
Epoch  81 Batch  151/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  81 Batch  152/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  81 Batch  153/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.002
Epoch  81 Batch  154/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  81 Batch  155/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  81 Batch  156/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch  157/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  81 Batch  158/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  81 Batch  159/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch  160/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  81 Batch  161/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  81 Batch  162/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch  163/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch  164/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch  165/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  81 Batch  166/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch  167/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  81 Batch  168/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch  169/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch  170/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  81 Batch  171/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  81 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  81 Batch  173/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  81 Batch  174/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  81 Batch  175/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  81 Batch  176/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  81 Batch  177/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  81 Batch  178/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  81 Batch  179/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  81 Batch  180/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  81 Batch  181/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  81 Batch  182/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  81 Batch  183/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch  184/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  81 Batch  185/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.003
Epoch  81 Batch  186/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  81 Batch  187/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch  188/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch  189/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.003
Epoch  81 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch  191/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  81 Batch  192/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch  193/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  81 Batch  194/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  81 Batch  195/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch  196/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch  197/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  81 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch  199/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  81 Batch  201/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  81 Batch  202/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  81 Batch  203/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  81 Batch  204/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch  205/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch  206/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  81 Batch  207/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch  208/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  81 Batch  209/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  81 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch  211/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch  212/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  81 Batch  213/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  81 Batch  214/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch  215/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.003
Epoch  81 Batch  216/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  81 Batch  217/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  81 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  81 Batch  219/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  81 Batch  220/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch  221/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  81 Batch  222/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch  223/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch  224/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  81 Batch  225/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch  226/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch  227/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  81 Batch  228/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  81 Batch  229/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch  230/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch  231/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  81 Batch  232/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch  233/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  81 Batch  234/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  81 Batch  235/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  81 Batch  236/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch  237/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  81 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.002
Epoch  81 Batch  239/269 - Train Accuracy:  0.981, Validation Accuracy:  0.976, Loss:  0.002
Epoch  81 Batch  240/269 - Train Accuracy:  0.981, Validation Accuracy:  0.975, Loss:  0.003
Epoch  81 Batch  241/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.002
Epoch  81 Batch  242/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.002
Epoch  81 Batch  243/269 - Train Accuracy:  0.988, Validation Accuracy:  0.972, Loss:  0.002
Epoch  81 Batch  244/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  81 Batch  245/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  81 Batch  246/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  81 Batch  247/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  81 Batch  248/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  81 Batch  249/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  81 Batch  250/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  81 Batch  251/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  81 Batch  252/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch  253/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  81 Batch  254/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  81 Batch  255/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  81 Batch  256/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch  257/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  81 Batch  258/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.003
Epoch  81 Batch  259/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.004
Epoch  81 Batch  260/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch  261/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  81 Batch  262/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  81 Batch  263/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  81 Batch  264/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  81 Batch  265/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  81 Batch  266/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  81 Batch  267/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch    0/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch    1/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  82 Batch    2/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  82 Batch    3/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  82 Batch    4/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  82 Batch    5/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch    6/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  82 Batch    7/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.004
Epoch  82 Batch    8/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch    9/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch   10/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch   11/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  82 Batch   12/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  82 Batch   13/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch   14/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch   15/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch   16/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  82 Batch   17/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch   18/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch   19/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch   20/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  82 Batch   21/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  82 Batch   22/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  82 Batch   23/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch   24/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  82 Batch   25/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  82 Batch   26/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch   27/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch   28/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.003
Epoch  82 Batch   29/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  82 Batch   30/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.004
Epoch  82 Batch   31/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  82 Batch   32/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.001
Epoch  82 Batch   33/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  82 Batch   34/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.002
Epoch  82 Batch   35/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  82 Batch   36/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch   37/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch   38/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  82 Batch   39/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  82 Batch   40/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  82 Batch   41/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  82 Batch   42/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.003
Epoch  82 Batch   43/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.003
Epoch  82 Batch   44/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.004
Epoch  82 Batch   45/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  82 Batch   46/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch   47/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch   48/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch   49/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.003
Epoch  82 Batch   50/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  82 Batch   51/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  82 Batch   52/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  82 Batch   53/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  82 Batch   54/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch   55/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  82 Batch   56/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.002
Epoch  82 Batch   57/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.002
Epoch  82 Batch   58/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  82 Batch   60/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch   61/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch   62/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  82 Batch   63/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch   64/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch   65/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  82 Batch   66/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  82 Batch   67/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  82 Batch   68/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch   69/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.004
Epoch  82 Batch   70/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  82 Batch   71/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  82 Batch   72/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  82 Batch   73/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  82 Batch   74/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  82 Batch   75/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.004
Epoch  82 Batch   76/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  82 Batch   77/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.003
Epoch  82 Batch   78/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  82 Batch   79/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.004
Epoch  82 Batch   80/269 - Train Accuracy:  0.987, Validation Accuracy:  0.960, Loss:  0.003
Epoch  82 Batch   81/269 - Train Accuracy:  0.983, Validation Accuracy:  0.959, Loss:  0.003
Epoch  82 Batch   82/269 - Train Accuracy:  0.987, Validation Accuracy:  0.959, Loss:  0.002
Epoch  82 Batch   83/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.004
Epoch  82 Batch   84/269 - Train Accuracy:  0.985, Validation Accuracy:  0.961, Loss:  0.003
Epoch  82 Batch   85/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  82 Batch   86/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch   87/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  82 Batch   88/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.004
Epoch  82 Batch   89/269 - Train Accuracy:  0.987, Validation Accuracy:  0.960, Loss:  0.002
Epoch  82 Batch   90/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  82 Batch   91/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  82 Batch   92/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.003
Epoch  82 Batch   93/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.003
Epoch  82 Batch   94/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.004
Epoch  82 Batch   95/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.003
Epoch  82 Batch   96/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  82 Batch   97/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.003
Epoch  82 Batch   98/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.004
Epoch  82 Batch   99/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  82 Batch  100/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  82 Batch  101/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.005
Epoch  82 Batch  102/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch  103/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  82 Batch  104/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.004
Epoch  82 Batch  105/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  82 Batch  106/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.004
Epoch  82 Batch  107/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  82 Batch  108/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch  109/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch  110/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  82 Batch  111/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  82 Batch  112/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch  113/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.004
Epoch  82 Batch  114/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.005
Epoch  82 Batch  115/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.004
Epoch  82 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  82 Batch  117/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch  118/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch  119/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  82 Batch  120/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  82 Batch  121/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  82 Batch  122/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  82 Batch  123/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  82 Batch  124/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  82 Batch  125/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch  126/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch  127/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  82 Batch  128/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  82 Batch  129/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.004
Epoch  82 Batch  130/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  82 Batch  131/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  82 Batch  132/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  82 Batch  133/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  82 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch  135/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  82 Batch  136/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  82 Batch  137/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  82 Batch  138/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  139/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch  140/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch  141/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.003
Epoch  82 Batch  142/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  82 Batch  143/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  82 Batch  144/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  82 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  82 Batch  146/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  82 Batch  147/269 - Train Accuracy:  0.986, Validation Accuracy:  0.974, Loss:  0.003
Epoch  82 Batch  148/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.002
Epoch  82 Batch  149/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.003
Epoch  82 Batch  150/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  82 Batch  151/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  82 Batch  152/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  82 Batch  153/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  82 Batch  154/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  82 Batch  155/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch  156/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  157/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch  158/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  82 Batch  159/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  82 Batch  160/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  161/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch  162/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.004
Epoch  82 Batch  163/269 - Train Accuracy:  0.987, Validation Accuracy:  0.974, Loss:  0.003
Epoch  82 Batch  164/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.002
Epoch  82 Batch  165/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.002
Epoch  82 Batch  166/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.003
Epoch  82 Batch  167/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  82 Batch  168/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  82 Batch  169/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  82 Batch  170/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.002
Epoch  82 Batch  171/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  82 Batch  172/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  82 Batch  173/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch  174/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  82 Batch  175/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.004
Epoch  82 Batch  176/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  82 Batch  177/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  82 Batch  178/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  82 Batch  179/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.002
Epoch  82 Batch  180/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  82 Batch  181/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch  182/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  82 Batch  183/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch  184/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch  185/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch  186/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  187/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  188/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  189/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  191/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch  192/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch  193/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  82 Batch  194/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  82 Batch  195/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch  196/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  82 Batch  197/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  82 Batch  198/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  82 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  200/269 - Train Accuracy:  0.989, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  201/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch  202/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch  203/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  82 Batch  204/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  205/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  206/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch  207/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  208/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch  209/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  82 Batch  210/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch  211/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch  212/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch  213/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch  214/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch  215/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch  216/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  82 Batch  217/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  82 Batch  218/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  219/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  220/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  221/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  82 Batch  222/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch  223/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  82 Batch  224/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch  225/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  226/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.002
Epoch  82 Batch  227/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  82 Batch  228/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  82 Batch  229/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  82 Batch  230/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  82 Batch  231/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.004
Epoch  82 Batch  232/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  233/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch  234/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  82 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  82 Batch  236/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.004
Epoch  82 Batch  237/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  82 Batch  239/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch  240/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch  241/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  82 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  82 Batch  243/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.002
Epoch  82 Batch  244/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch  245/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  82 Batch  246/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch  247/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch  248/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  82 Batch  249/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch  250/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  251/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  82 Batch  252/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.002
Epoch  82 Batch  253/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  82 Batch  254/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  82 Batch  255/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  82 Batch  256/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch  257/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  82 Batch  258/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  259/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch  260/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  82 Batch  261/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  82 Batch  262/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  82 Batch  263/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  82 Batch  264/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch  265/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  82 Batch  266/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  82 Batch  267/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  83 Batch    0/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  83 Batch    1/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  83 Batch    2/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  83 Batch    3/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch    4/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  83 Batch    5/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  83 Batch    6/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  83 Batch    7/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  83 Batch    8/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch    9/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  83 Batch   10/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  83 Batch   11/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  83 Batch   12/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  83 Batch   13/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  83 Batch   14/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch   15/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  83 Batch   16/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  83 Batch   17/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  83 Batch   18/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  83 Batch   19/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  83 Batch   20/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  83 Batch   21/269 - Train Accuracy:  0.987, Validation Accuracy:  0.973, Loss:  0.003
Epoch  83 Batch   22/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  83 Batch   23/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch   24/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch   25/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch   26/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch   27/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch   28/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch   29/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  83 Batch   30/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  83 Batch   31/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch   32/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.002
Epoch  83 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  83 Batch   34/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch   35/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.004
Epoch  83 Batch   36/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch   37/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.001
Epoch  83 Batch   38/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  83 Batch   39/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  83 Batch   40/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  83 Batch   41/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  83 Batch   42/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  83 Batch   43/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch   44/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  83 Batch   45/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch   46/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch   47/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  83 Batch   48/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch   49/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch   50/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  83 Batch   51/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  83 Batch   52/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  83 Batch   53/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.001
Epoch  83 Batch   54/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.004
Epoch  83 Batch   55/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch   56/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.002
Epoch  83 Batch   57/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.003
Epoch  83 Batch   58/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.002
Epoch  83 Batch   59/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch   60/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.004
Epoch  83 Batch   61/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  83 Batch   62/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.004
Epoch  83 Batch   63/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  83 Batch   64/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  83 Batch   65/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  83 Batch   66/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  83 Batch   67/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  83 Batch   68/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  83 Batch   69/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  83 Batch   70/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  83 Batch   71/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.004
Epoch  83 Batch   72/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch   73/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  83 Batch   74/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch   75/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch   76/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  83 Batch   77/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch   78/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch   79/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.004
Epoch  83 Batch   80/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch   81/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch   82/269 - Train Accuracy:  0.988, Validation Accuracy:  0.963, Loss:  0.001
Epoch  83 Batch   83/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  83 Batch   84/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  83 Batch   85/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch   86/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  83 Batch   87/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch   88/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  83 Batch   89/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  83 Batch   90/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.004
Epoch  83 Batch   91/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  83 Batch   92/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  83 Batch   93/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.003
Epoch  83 Batch   94/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  83 Batch   95/269 - Train Accuracy:  0.987, Validation Accuracy:  0.963, Loss:  0.002
Epoch  83 Batch   96/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.003
Epoch  83 Batch   97/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.003
Epoch  83 Batch   98/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.004
Epoch  83 Batch   99/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  83 Batch  100/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.003
Epoch  83 Batch  101/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.004
Epoch  83 Batch  102/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  83 Batch  103/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  83 Batch  104/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  83 Batch  105/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  83 Batch  106/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  107/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  108/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  83 Batch  109/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  110/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch  111/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  112/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  83 Batch  113/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  83 Batch  114/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  115/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  116/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  83 Batch  117/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  118/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  119/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  83 Batch  120/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  83 Batch  121/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  122/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  83 Batch  123/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.005
Epoch  83 Batch  124/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  125/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  83 Batch  126/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  83 Batch  127/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  83 Batch  128/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  129/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  83 Batch  130/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  83 Batch  131/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  83 Batch  132/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  83 Batch  133/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  134/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  83 Batch  135/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  83 Batch  136/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  83 Batch  137/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  83 Batch  138/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.002
Epoch  83 Batch  139/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  83 Batch  140/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.004
Epoch  83 Batch  141/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  142/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  83 Batch  143/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  144/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  145/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  83 Batch  146/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  83 Batch  147/269 - Train Accuracy:  0.986, Validation Accuracy:  0.975, Loss:  0.003
Epoch  83 Batch  148/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.002
Epoch  83 Batch  149/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  150/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  151/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  152/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  83 Batch  153/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch  154/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  83 Batch  155/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch  156/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  157/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  158/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  159/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  160/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  161/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  162/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  83 Batch  163/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  164/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch  165/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  83 Batch  166/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch  167/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  83 Batch  168/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  83 Batch  169/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  83 Batch  170/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.002
Epoch  83 Batch  171/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  83 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch  173/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  174/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  175/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  83 Batch  176/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  83 Batch  177/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  83 Batch  178/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  83 Batch  179/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  180/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  181/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  83 Batch  182/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  183/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  184/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  83 Batch  185/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  186/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  187/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  188/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  189/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  83 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  83 Batch  191/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  192/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  83 Batch  193/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  83 Batch  194/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  195/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch  196/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch  197/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  83 Batch  198/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.002
Epoch  83 Batch  199/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  83 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.002
Epoch  83 Batch  201/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  83 Batch  202/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  83 Batch  203/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  204/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  205/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  206/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  83 Batch  207/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  83 Batch  208/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  83 Batch  209/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  211/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  83 Batch  212/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.003
Epoch  83 Batch  213/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  214/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  215/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  216/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  217/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  83 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch  219/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch  220/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  221/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  83 Batch  222/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  223/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  224/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  225/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  83 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  227/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  83 Batch  228/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.002
Epoch  83 Batch  229/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  83 Batch  230/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  231/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  232/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  233/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  83 Batch  234/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  83 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  83 Batch  237/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  83 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  83 Batch  239/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  83 Batch  240/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  241/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.002
Epoch  83 Batch  243/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  83 Batch  244/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  245/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  83 Batch  246/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  247/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.001
Epoch  83 Batch  248/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  83 Batch  249/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  83 Batch  250/269 - Train Accuracy:  0.988, Validation Accuracy:  0.964, Loss:  0.002
Epoch  83 Batch  251/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  83 Batch  252/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  253/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  83 Batch  254/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  83 Batch  255/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.004
Epoch  83 Batch  256/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  83 Batch  257/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  83 Batch  258/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch  259/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  83 Batch  260/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  83 Batch  261/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  83 Batch  262/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  83 Batch  263/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.002
Epoch  83 Batch  264/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  83 Batch  265/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  83 Batch  266/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  83 Batch  267/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch    0/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch    1/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch    2/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  84 Batch    3/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch    4/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch    5/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  84 Batch    6/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  84 Batch    7/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  84 Batch    8/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch    9/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch   10/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch   11/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  84 Batch   12/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  84 Batch   13/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch   14/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch   15/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.001
Epoch  84 Batch   16/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  84 Batch   17/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch   18/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch   19/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  84 Batch   20/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch   21/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  84 Batch   22/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  84 Batch   23/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  84 Batch   24/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.002
Epoch  84 Batch   25/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  84 Batch   26/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch   27/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  84 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch   29/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch   30/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  84 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  84 Batch   32/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  84 Batch   33/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch   34/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  84 Batch   35/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.005
Epoch  84 Batch   36/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch   37/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch   38/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  84 Batch   39/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  84 Batch   40/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch   41/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch   42/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.002
Epoch  84 Batch   43/269 - Train Accuracy:  0.985, Validation Accuracy:  0.961, Loss:  0.003
Epoch  84 Batch   44/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.003
Epoch  84 Batch   45/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  84 Batch   46/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch   47/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  84 Batch   48/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch   49/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch   50/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  84 Batch   51/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch   52/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  84 Batch   53/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  84 Batch   54/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  84 Batch   55/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  84 Batch   56/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  84 Batch   57/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch   58/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch   59/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch   60/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.003
Epoch  84 Batch   61/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  84 Batch   62/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  84 Batch   63/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  84 Batch   64/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  84 Batch   65/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch   66/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch   67/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  84 Batch   68/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch   69/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  84 Batch   70/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.004
Epoch  84 Batch   71/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.003
Epoch  84 Batch   72/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.004
Epoch  84 Batch   73/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.003
Epoch  84 Batch   74/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.003
Epoch  84 Batch   75/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  84 Batch   76/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch   77/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch   78/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch   79/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  84 Batch   80/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch   81/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  84 Batch   82/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch   83/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.004
Epoch  84 Batch   84/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  84 Batch   85/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  84 Batch   86/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch   87/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch   88/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch   89/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch   90/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch   91/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch   92/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  84 Batch   93/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch   94/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch   95/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  84 Batch   96/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  84 Batch   97/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.002
Epoch  84 Batch   98/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.003
Epoch  84 Batch   99/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.001
Epoch  84 Batch  100/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  84 Batch  101/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.005
Epoch  84 Batch  102/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch  103/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch  104/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  84 Batch  105/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  84 Batch  106/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch  107/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch  108/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  84 Batch  109/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  84 Batch  110/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  111/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  112/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch  113/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch  114/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch  115/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch  116/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  117/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch  118/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.003
Epoch  84 Batch  119/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  84 Batch  120/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  84 Batch  121/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  84 Batch  122/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  84 Batch  123/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  84 Batch  124/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  84 Batch  125/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch  126/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  127/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  84 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch  129/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  130/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  84 Batch  131/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.004
Epoch  84 Batch  132/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  84 Batch  133/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch  134/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch  135/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch  136/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  84 Batch  137/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.004
Epoch  84 Batch  138/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  84 Batch  139/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  84 Batch  140/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  84 Batch  141/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  84 Batch  142/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch  143/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.004
Epoch  84 Batch  144/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch  145/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  84 Batch  146/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  84 Batch  147/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  84 Batch  148/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  149/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  84 Batch  150/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  151/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch  152/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch  153/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch  154/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  84 Batch  155/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch  156/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch  157/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  158/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  159/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch  160/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  162/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  163/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch  164/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  84 Batch  165/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  166/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch  167/269 - Train Accuracy:  0.988, Validation Accuracy:  0.972, Loss:  0.002
Epoch  84 Batch  168/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  84 Batch  169/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  84 Batch  170/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.002
Epoch  84 Batch  171/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.002
Epoch  84 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.002
Epoch  84 Batch  173/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  84 Batch  174/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  84 Batch  175/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.004
Epoch  84 Batch  176/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  177/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch  178/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  179/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  84 Batch  180/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  84 Batch  181/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch  182/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch  183/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  84 Batch  184/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  84 Batch  185/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  84 Batch  186/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  84 Batch  187/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  84 Batch  188/269 - Train Accuracy:  0.986, Validation Accuracy:  0.961, Loss:  0.002
Epoch  84 Batch  189/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.003
Epoch  84 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  84 Batch  191/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  84 Batch  192/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  84 Batch  193/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch  194/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  84 Batch  195/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  84 Batch  196/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  84 Batch  197/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  84 Batch  198/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  84 Batch  199/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  84 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.002
Epoch  84 Batch  201/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  84 Batch  202/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  84 Batch  203/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch  204/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch  205/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  84 Batch  207/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  84 Batch  208/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  84 Batch  209/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.003
Epoch  84 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.964, Loss:  0.002
Epoch  84 Batch  211/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.002
Epoch  84 Batch  212/269 - Train Accuracy:  0.987, Validation Accuracy:  0.962, Loss:  0.003
Epoch  84 Batch  213/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.002
Epoch  84 Batch  214/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.003
Epoch  84 Batch  215/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  84 Batch  216/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.003
Epoch  84 Batch  217/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  84 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch  219/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch  220/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  84 Batch  221/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch  222/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  84 Batch  223/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.001
Epoch  84 Batch  224/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  225/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  227/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  228/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch  229/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch  230/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  84 Batch  231/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  84 Batch  232/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  84 Batch  233/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  84 Batch  234/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  84 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.001
Epoch  84 Batch  236/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch  237/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch  238/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch  239/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  84 Batch  240/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  84 Batch  241/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  84 Batch  242/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.002
Epoch  84 Batch  243/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  84 Batch  244/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  84 Batch  245/269 - Train Accuracy:  0.985, Validation Accuracy:  0.976, Loss:  0.002
Epoch  84 Batch  246/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.002
Epoch  84 Batch  247/269 - Train Accuracy:  0.986, Validation Accuracy:  0.974, Loss:  0.002
Epoch  84 Batch  248/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch  249/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  84 Batch  250/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch  251/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  84 Batch  252/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.001
Epoch  84 Batch  253/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  84 Batch  254/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  84 Batch  255/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch  256/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  84 Batch  257/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch  258/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  84 Batch  259/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  84 Batch  260/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  84 Batch  261/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.002
Epoch  84 Batch  262/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.003
Epoch  84 Batch  263/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  84 Batch  264/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  84 Batch  265/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  84 Batch  266/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  84 Batch  267/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  85 Batch    0/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  85 Batch    1/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  85 Batch    2/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  85 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  85 Batch    4/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  85 Batch    5/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.002
Epoch  85 Batch    6/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.002
Epoch  85 Batch    7/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  85 Batch    8/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  85 Batch    9/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch   10/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  85 Batch   11/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.003
Epoch  85 Batch   12/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.002
Epoch  85 Batch   13/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  85 Batch   14/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  85 Batch   15/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  85 Batch   16/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.003
Epoch  85 Batch   17/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch   18/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch   19/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch   21/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch   22/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch   23/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  85 Batch   24/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  85 Batch   25/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  85 Batch   26/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  85 Batch   27/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  85 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  85 Batch   29/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch   30/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  85 Batch   31/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  85 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  85 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  85 Batch   34/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  85 Batch   35/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.006
Epoch  85 Batch   36/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.003
Epoch  85 Batch   37/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.003
Epoch  85 Batch   38/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  85 Batch   39/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  85 Batch   40/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.003
Epoch  85 Batch   41/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  85 Batch   42/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  85 Batch   43/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.003
Epoch  85 Batch   44/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.004
Epoch  85 Batch   45/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.004
Epoch  85 Batch   46/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  85 Batch   47/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  85 Batch   48/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  85 Batch   49/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  85 Batch   50/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.003
Epoch  85 Batch   51/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  85 Batch   52/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  85 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.004
Epoch  85 Batch   54/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.003
Epoch  85 Batch   55/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  85 Batch   56/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.004
Epoch  85 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.004
Epoch  85 Batch   58/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  85 Batch   59/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  85 Batch   61/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.004
Epoch  85 Batch   62/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  85 Batch   63/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.005
Epoch  85 Batch   64/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.007
Epoch  85 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.003
Epoch  85 Batch   66/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.014
Epoch  85 Batch   67/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.004
Epoch  85 Batch   68/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.026
Epoch  85 Batch   69/269 - Train Accuracy:  0.957, Validation Accuracy:  0.944, Loss:  0.004
Epoch  85 Batch   70/269 - Train Accuracy:  0.969, Validation Accuracy:  0.950, Loss:  0.052
Epoch  85 Batch   71/269 - Train Accuracy:  0.962, Validation Accuracy:  0.941, Loss:  0.028
Epoch  85 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.043
Epoch  85 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.016
Epoch  85 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.951, Loss:  0.014
Epoch  85 Batch   75/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.025
Epoch  85 Batch   76/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.012
Epoch  85 Batch   77/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.024
Epoch  85 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.015
Epoch  85 Batch   79/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.011
Epoch  85 Batch   80/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.018
Epoch  85 Batch   81/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.014
Epoch  85 Batch   82/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.011
Epoch  85 Batch   83/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.013
Epoch  85 Batch   84/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  85 Batch   85/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.013
Epoch  85 Batch   86/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.014
Epoch  85 Batch   87/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  85 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.009
Epoch  85 Batch   89/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.010
Epoch  85 Batch   90/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  85 Batch   91/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  85 Batch   92/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  85 Batch   93/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  85 Batch   94/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  85 Batch   96/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.005
Epoch  85 Batch   97/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.005
Epoch  85 Batch   98/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.007
Epoch  85 Batch   99/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.004
Epoch  85 Batch  100/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.005
Epoch  85 Batch  101/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  85 Batch  102/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  85 Batch  103/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch  104/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  85 Batch  105/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.005
Epoch  85 Batch  106/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.003
Epoch  85 Batch  107/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.004
Epoch  85 Batch  108/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  85 Batch  109/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  85 Batch  110/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  85 Batch  111/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  85 Batch  112/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  85 Batch  113/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  85 Batch  114/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  85 Batch  115/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  85 Batch  116/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  85 Batch  117/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  85 Batch  118/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.003
Epoch  85 Batch  119/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.003
Epoch  85 Batch  120/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  85 Batch  121/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  85 Batch  122/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  85 Batch  123/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.002
Epoch  85 Batch  124/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.004
Epoch  85 Batch  125/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  85 Batch  126/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  85 Batch  127/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  129/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  85 Batch  130/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.004
Epoch  85 Batch  131/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.004
Epoch  85 Batch  132/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  85 Batch  133/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  85 Batch  134/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.003
Epoch  85 Batch  135/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.003
Epoch  85 Batch  136/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  85 Batch  137/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  85 Batch  138/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  139/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  85 Batch  140/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.004
Epoch  85 Batch  141/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.004
Epoch  85 Batch  142/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  85 Batch  143/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  144/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  85 Batch  145/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  85 Batch  146/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  85 Batch  147/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  85 Batch  148/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  85 Batch  149/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  85 Batch  150/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  85 Batch  151/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  85 Batch  152/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  85 Batch  153/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  154/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  85 Batch  155/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  156/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  157/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  85 Batch  158/269 - Train Accuracy:  0.987, Validation Accuracy:  0.973, Loss:  0.002
Epoch  85 Batch  159/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  85 Batch  160/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  85 Batch  161/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  85 Batch  162/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  85 Batch  163/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  164/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  165/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  85 Batch  166/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch  167/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  168/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  169/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  170/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  85 Batch  171/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  85 Batch  172/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  173/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch  174/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  175/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  85 Batch  176/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  85 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  85 Batch  178/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  85 Batch  179/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch  180/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch  181/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  182/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  85 Batch  183/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch  184/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.004
Epoch  85 Batch  185/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  85 Batch  186/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  187/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch  188/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch  189/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch  190/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  85 Batch  191/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  192/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  193/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  85 Batch  194/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.002
Epoch  85 Batch  195/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.002
Epoch  85 Batch  196/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.004
Epoch  85 Batch  197/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.002
Epoch  85 Batch  198/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.002
Epoch  85 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.002
Epoch  85 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.962, Loss:  0.001
Epoch  85 Batch  201/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  85 Batch  202/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  85 Batch  203/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  85 Batch  204/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  85 Batch  205/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  206/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  207/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  208/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  85 Batch  209/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.002
Epoch  85 Batch  211/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  85 Batch  212/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  85 Batch  213/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.002
Epoch  85 Batch  214/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  85 Batch  215/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.002
Epoch  85 Batch  216/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  85 Batch  217/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.003
Epoch  85 Batch  218/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  85 Batch  219/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.003
Epoch  85 Batch  220/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.002
Epoch  85 Batch  221/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  85 Batch  222/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  85 Batch  223/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  224/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch  225/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  227/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.003
Epoch  85 Batch  228/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch  229/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  230/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  231/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  85 Batch  232/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.003
Epoch  85 Batch  233/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  234/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  85 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  237/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  85 Batch  238/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  85 Batch  239/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  85 Batch  240/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  85 Batch  241/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  85 Batch  242/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  243/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.002
Epoch  85 Batch  244/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  85 Batch  245/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  85 Batch  246/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  85 Batch  247/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  85 Batch  248/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  85 Batch  249/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  85 Batch  250/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.003
Epoch  85 Batch  251/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  85 Batch  252/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  85 Batch  253/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  85 Batch  254/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.002
Epoch  85 Batch  255/269 - Train Accuracy:  0.982, Validation Accuracy:  0.958, Loss:  0.003
Epoch  85 Batch  256/269 - Train Accuracy:  0.981, Validation Accuracy:  0.959, Loss:  0.002
Epoch  85 Batch  257/269 - Train Accuracy:  0.979, Validation Accuracy:  0.958, Loss:  0.004
Epoch  85 Batch  258/269 - Train Accuracy:  0.981, Validation Accuracy:  0.958, Loss:  0.003
Epoch  85 Batch  259/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  85 Batch  260/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  85 Batch  261/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  85 Batch  262/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.003
Epoch  85 Batch  263/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  85 Batch  264/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  85 Batch  265/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  85 Batch  266/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  85 Batch  267/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  86 Batch    0/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  86 Batch    1/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.003
Epoch  86 Batch    2/269 - Train Accuracy:  0.981, Validation Accuracy:  0.974, Loss:  0.002
Epoch  86 Batch    3/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch    4/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch    5/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch    6/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch    7/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch    8/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  86 Batch    9/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch   10/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.001
Epoch  86 Batch   11/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  86 Batch   12/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch   13/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch   14/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch   15/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch   16/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch   17/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch   18/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch   19/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch   20/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch   21/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch   22/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  86 Batch   23/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch   24/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch   25/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch   26/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  86 Batch   27/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  86 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch   29/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch   30/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  86 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  86 Batch   32/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch   33/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch   34/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch   35/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.004
Epoch  86 Batch   36/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  86 Batch   37/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch   38/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch   39/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch   40/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch   41/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch   42/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch   43/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  86 Batch   44/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  86 Batch   45/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch   46/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch   47/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  86 Batch   48/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  86 Batch   50/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  86 Batch   51/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch   52/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  86 Batch   53/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  86 Batch   54/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.004
Epoch  86 Batch   55/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  86 Batch   56/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  86 Batch   58/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.003
Epoch  86 Batch   59/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.002
Epoch  86 Batch   60/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.003
Epoch  86 Batch   61/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  86 Batch   62/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  86 Batch   63/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.002
Epoch  86 Batch   64/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch   65/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  86 Batch   66/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.003
Epoch  86 Batch   67/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  86 Batch   68/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch   69/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  86 Batch   70/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch   71/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.003
Epoch  86 Batch   72/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.003
Epoch  86 Batch   73/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  86 Batch   74/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.002
Epoch  86 Batch   75/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  86 Batch   76/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch   77/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch   78/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch   79/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  86 Batch   80/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch   81/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  86 Batch   82/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch   83/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  86 Batch   84/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch   85/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch   86/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  86 Batch   87/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch   88/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  86 Batch   89/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.002
Epoch  86 Batch   90/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch   91/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch   92/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch   93/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch   94/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch   95/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch   96/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch   97/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch   98/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  86 Batch   99/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  100/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  101/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.004
Epoch  86 Batch  102/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  103/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  104/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch  105/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  86 Batch  106/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.003
Epoch  86 Batch  107/269 - Train Accuracy:  0.982, Validation Accuracy:  0.974, Loss:  0.002
Epoch  86 Batch  108/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.002
Epoch  86 Batch  109/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.002
Epoch  86 Batch  110/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.001
Epoch  86 Batch  111/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  86 Batch  112/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.002
Epoch  86 Batch  113/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.003
Epoch  86 Batch  114/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.002
Epoch  86 Batch  115/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  86 Batch  116/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  86 Batch  117/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  86 Batch  118/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  119/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.002
Epoch  86 Batch  120/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  86 Batch  121/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  122/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  123/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  124/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  125/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  126/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  127/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  128/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  86 Batch  129/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  130/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  131/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  86 Batch  132/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  133/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  134/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  86 Batch  135/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  136/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  137/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  86 Batch  139/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  140/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  86 Batch  141/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch  142/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  86 Batch  143/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch  144/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  86 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.001
Epoch  86 Batch  146/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.001
Epoch  86 Batch  147/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.001
Epoch  86 Batch  148/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.002
Epoch  86 Batch  149/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.002
Epoch  86 Batch  150/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  86 Batch  151/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch  152/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  153/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  154/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  155/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  156/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  157/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  158/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  159/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  160/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  86 Batch  162/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  163/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  164/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  165/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  166/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  86 Batch  167/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  168/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  169/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  86 Batch  170/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  86 Batch  171/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  172/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  86 Batch  173/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch  174/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.001
Epoch  86 Batch  175/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  86 Batch  176/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.002
Epoch  86 Batch  177/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch  178/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  179/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  86 Batch  180/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  181/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  182/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch  183/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  86 Batch  184/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  185/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  186/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  187/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  188/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  189/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  191/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  192/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  86 Batch  193/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.001
Epoch  86 Batch  194/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch  195/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.001
Epoch  86 Batch  196/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  86 Batch  197/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  86 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.001
Epoch  86 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  86 Batch  200/269 - Train Accuracy:  0.989, Validation Accuracy:  0.966, Loss:  0.001
Epoch  86 Batch  201/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch  202/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch  203/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  86 Batch  204/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  86 Batch  205/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.001
Epoch  86 Batch  206/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  207/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  208/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  209/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  211/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  86 Batch  212/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  213/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch  214/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  215/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  86 Batch  216/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  217/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch  218/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.001
Epoch  86 Batch  219/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  86 Batch  220/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch  221/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  222/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  223/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  86 Batch  224/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  225/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  86 Batch  226/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  227/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch  228/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  229/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  86 Batch  230/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  231/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  86 Batch  232/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  233/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.001
Epoch  86 Batch  234/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  86 Batch  235/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.001
Epoch  86 Batch  236/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  237/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  86 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  239/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  240/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  241/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  86 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.001
Epoch  86 Batch  243/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.001
Epoch  86 Batch  244/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch  245/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  246/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  247/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  86 Batch  248/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  249/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  86 Batch  250/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  251/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  86 Batch  252/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.004
Epoch  86 Batch  253/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  86 Batch  254/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  86 Batch  255/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.003
Epoch  86 Batch  256/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  86 Batch  257/269 - Train Accuracy:  0.981, Validation Accuracy:  0.957, Loss:  0.002
Epoch  86 Batch  258/269 - Train Accuracy:  0.976, Validation Accuracy:  0.955, Loss:  0.002
Epoch  86 Batch  259/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.005
Epoch  86 Batch  260/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  261/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  262/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  263/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  86 Batch  264/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.002
Epoch  86 Batch  265/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  86 Batch  266/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  86 Batch  267/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  87 Batch    0/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.003
Epoch  87 Batch    1/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch    2/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch    3/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.001
Epoch  87 Batch    4/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.002
Epoch  87 Batch    5/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.002
Epoch  87 Batch    6/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.002
Epoch  87 Batch    7/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  87 Batch    8/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch    9/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  87 Batch   10/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.001
Epoch  87 Batch   11/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.003
Epoch  87 Batch   12/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch   13/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch   14/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch   15/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch   16/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch   17/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch   18/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch   19/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  87 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  87 Batch   21/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch   22/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  87 Batch   23/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.001
Epoch  87 Batch   24/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  87 Batch   25/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch   26/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch   27/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  87 Batch   28/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch   29/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch   30/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  87 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  87 Batch   32/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.001
Epoch  87 Batch   33/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  87 Batch   34/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch   35/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.004
Epoch  87 Batch   36/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch   37/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch   38/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch   39/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.001
Epoch  87 Batch   40/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch   41/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.001
Epoch  87 Batch   42/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch   43/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch   44/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch   45/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch   46/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  87 Batch   47/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch   48/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  87 Batch   49/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch   50/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch   51/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch   52/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  87 Batch   53/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  87 Batch   54/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  87 Batch   55/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  87 Batch   56/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch   58/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  87 Batch   59/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  87 Batch   60/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.003
Epoch  87 Batch   61/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  87 Batch   62/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  87 Batch   63/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  87 Batch   64/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.001
Epoch  87 Batch   65/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch   66/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch   67/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.003
Epoch  87 Batch   68/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  87 Batch   69/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch   70/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch   71/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch   72/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.002
Epoch  87 Batch   73/269 - Train Accuracy:  0.984, Validation Accuracy:  0.960, Loss:  0.003
Epoch  87 Batch   74/269 - Train Accuracy:  0.986, Validation Accuracy:  0.956, Loss:  0.002
Epoch  87 Batch   75/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.004
Epoch  87 Batch   76/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.002
Epoch  87 Batch   77/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.003
Epoch  87 Batch   78/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  87 Batch   79/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.002
Epoch  87 Batch   80/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch   81/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch   82/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  87 Batch   83/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch   84/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch   85/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  87 Batch   86/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  87 Batch   87/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch   88/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch   89/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch   90/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch   91/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch   92/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch   93/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.001
Epoch  87 Batch   94/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  87 Batch   95/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch   96/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.002
Epoch  87 Batch   97/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch   98/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch   99/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  87 Batch  100/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  101/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch  102/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  87 Batch  103/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch  104/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  87 Batch  105/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  87 Batch  106/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch  107/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch  108/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.001
Epoch  87 Batch  109/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.002
Epoch  87 Batch  110/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  87 Batch  111/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch  112/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch  113/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch  114/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.001
Epoch  87 Batch  115/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.001
Epoch  87 Batch  116/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.001
Epoch  87 Batch  117/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  87 Batch  118/269 - Train Accuracy:  0.988, Validation Accuracy:  0.973, Loss:  0.002
Epoch  87 Batch  119/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  87 Batch  120/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.002
Epoch  87 Batch  121/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.001
Epoch  87 Batch  122/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  87 Batch  123/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch  124/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch  125/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.001
Epoch  87 Batch  126/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch  127/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  87 Batch  129/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  87 Batch  130/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  131/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  132/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  133/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  87 Batch  135/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  136/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  137/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  138/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  87 Batch  139/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  87 Batch  140/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  87 Batch  141/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  87 Batch  142/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  87 Batch  143/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch  144/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  87 Batch  146/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  87 Batch  147/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch  148/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch  149/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch  150/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch  151/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch  152/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch  153/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch  154/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch  155/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  156/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch  157/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  158/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  159/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  160/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  87 Batch  161/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  87 Batch  162/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  163/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.001
Epoch  87 Batch  164/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  165/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  166/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  87 Batch  167/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.001
Epoch  87 Batch  168/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  169/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  170/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.003
Epoch  87 Batch  171/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  87 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  173/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  174/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.001
Epoch  87 Batch  175/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  87 Batch  176/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch  177/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch  178/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  87 Batch  179/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch  180/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch  181/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch  182/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch  183/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.001
Epoch  87 Batch  184/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.002
Epoch  87 Batch  185/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch  186/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  87 Batch  187/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  87 Batch  188/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  87 Batch  189/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  191/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch  192/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  87 Batch  193/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.001
Epoch  87 Batch  194/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch  195/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  87 Batch  196/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  197/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  198/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch  199/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  87 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch  201/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  202/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch  203/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  204/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  87 Batch  205/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.001
Epoch  87 Batch  206/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  207/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  87 Batch  208/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  209/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch  211/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  87 Batch  212/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  213/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  87 Batch  214/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  215/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  87 Batch  216/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  217/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch  218/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  87 Batch  219/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  87 Batch  220/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  87 Batch  221/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  87 Batch  222/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  87 Batch  223/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  87 Batch  224/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  87 Batch  225/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  87 Batch  226/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  87 Batch  227/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  87 Batch  228/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  87 Batch  229/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  87 Batch  230/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  87 Batch  231/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  87 Batch  232/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  233/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.001
Epoch  87 Batch  234/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  87 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  87 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  87 Batch  237/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.001
Epoch  87 Batch  238/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch  239/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch  240/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch  241/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.001
Epoch  87 Batch  243/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.001
Epoch  87 Batch  244/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  87 Batch  245/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  246/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch  247/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.002
Epoch  87 Batch  248/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  87 Batch  249/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  87 Batch  250/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  87 Batch  251/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  87 Batch  252/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.001
Epoch  87 Batch  253/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  87 Batch  254/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  87 Batch  255/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  87 Batch  256/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  87 Batch  257/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  258/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.002
Epoch  87 Batch  259/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.003
Epoch  87 Batch  260/269 - Train Accuracy:  0.982, Validation Accuracy:  0.959, Loss:  0.002
Epoch  87 Batch  261/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.003
Epoch  87 Batch  262/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.004
Epoch  87 Batch  263/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  87 Batch  264/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  87 Batch  265/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  87 Batch  266/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.001
Epoch  87 Batch  267/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  88 Batch    0/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch    1/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.003
Epoch  88 Batch    2/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.002
Epoch  88 Batch    3/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch    4/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.001
Epoch  88 Batch    5/269 - Train Accuracy:  0.979, Validation Accuracy:  0.957, Loss:  0.002
Epoch  88 Batch    6/269 - Train Accuracy:  0.982, Validation Accuracy:  0.960, Loss:  0.002
Epoch  88 Batch    7/269 - Train Accuracy:  0.984, Validation Accuracy:  0.959, Loss:  0.003
Epoch  88 Batch    8/269 - Train Accuracy:  0.983, Validation Accuracy:  0.960, Loss:  0.003
Epoch  88 Batch    9/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  88 Batch   10/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  88 Batch   11/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  88 Batch   12/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  88 Batch   13/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  88 Batch   14/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.003
Epoch  88 Batch   15/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.002
Epoch  88 Batch   16/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch   17/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch   18/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch   19/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  88 Batch   20/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  88 Batch   21/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  88 Batch   22/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  88 Batch   23/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  88 Batch   24/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch   25/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch   26/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.001
Epoch  88 Batch   27/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  88 Batch   28/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.003
Epoch  88 Batch   29/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch   30/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  88 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  88 Batch   32/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.001
Epoch  88 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  88 Batch   34/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  88 Batch   35/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.004
Epoch  88 Batch   36/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  88 Batch   37/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.001
Epoch  88 Batch   38/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  88 Batch   39/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  88 Batch   40/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  88 Batch   41/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  88 Batch   42/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  88 Batch   43/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch   44/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch   45/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch   46/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  88 Batch   47/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  88 Batch   48/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  88 Batch   49/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  88 Batch   50/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  88 Batch   51/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  88 Batch   52/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  88 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  88 Batch   54/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  88 Batch   55/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  88 Batch   56/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch   57/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  88 Batch   58/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  88 Batch   60/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.003
Epoch  88 Batch   61/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.002
Epoch  88 Batch   62/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  88 Batch   63/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  88 Batch   64/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  88 Batch   65/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.001
Epoch  88 Batch   66/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  88 Batch   67/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.002
Epoch  88 Batch   68/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.001
Epoch  88 Batch   69/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch   70/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.002
Epoch  88 Batch   71/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.003
Epoch  88 Batch   72/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.001
Epoch  88 Batch   73/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch   74/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.001
Epoch  88 Batch   75/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.002
Epoch  88 Batch   76/269 - Train Accuracy:  0.983, Validation Accuracy:  0.959, Loss:  0.002
Epoch  88 Batch   77/269 - Train Accuracy:  0.987, Validation Accuracy:  0.960, Loss:  0.002
Epoch  88 Batch   78/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.002
Epoch  88 Batch   79/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  88 Batch   80/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch   81/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch   82/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  88 Batch   83/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  88 Batch   84/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch   85/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch   86/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  88 Batch   87/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch   88/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch   89/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.001
Epoch  88 Batch   90/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  88 Batch   91/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  88 Batch   92/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  88 Batch   93/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.001
Epoch  88 Batch   94/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  88 Batch   95/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  88 Batch   96/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  88 Batch   97/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch   98/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  88 Batch   99/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  88 Batch  100/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  88 Batch  101/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  88 Batch  102/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch  103/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch  104/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch  105/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.001
Epoch  88 Batch  106/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  107/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  88 Batch  108/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  88 Batch  109/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch  110/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  88 Batch  111/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch  112/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  88 Batch  113/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  114/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  88 Batch  115/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  88 Batch  116/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  88 Batch  117/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  88 Batch  118/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  88 Batch  119/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  88 Batch  120/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  121/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  122/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  88 Batch  123/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  124/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  125/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  88 Batch  126/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  88 Batch  127/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  88 Batch  128/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.001
Epoch  88 Batch  129/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  130/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  131/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.003
Epoch  88 Batch  132/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  133/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.001
Epoch  88 Batch  135/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  136/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.003
Epoch  88 Batch  137/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  88 Batch  139/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  140/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  88 Batch  141/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  88 Batch  142/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  88 Batch  143/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  88 Batch  144/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  88 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  88 Batch  146/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch  147/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  88 Batch  148/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  88 Batch  149/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch  150/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  88 Batch  151/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch  152/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  153/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  154/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  88 Batch  155/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch  156/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch  157/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch  158/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  88 Batch  159/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  88 Batch  160/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  88 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  88 Batch  162/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  88 Batch  163/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.002
Epoch  88 Batch  164/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  88 Batch  165/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  88 Batch  166/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  88 Batch  167/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  88 Batch  168/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch  169/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  88 Batch  170/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch  171/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  88 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  88 Batch  173/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  174/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  88 Batch  175/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  88 Batch  176/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch  177/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  88 Batch  178/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  88 Batch  179/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  88 Batch  180/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  88 Batch  181/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  88 Batch  182/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  88 Batch  183/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  88 Batch  184/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.002
Epoch  88 Batch  185/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  88 Batch  186/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  88 Batch  187/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  88 Batch  188/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  88 Batch  189/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  88 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch  191/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  88 Batch  192/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  88 Batch  193/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  88 Batch  194/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  88 Batch  195/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  88 Batch  196/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  88 Batch  197/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  88 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.001
Epoch  88 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  88 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.962, Loss:  0.001
Epoch  88 Batch  201/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  88 Batch  202/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  88 Batch  203/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  88 Batch  204/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  88 Batch  205/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  88 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  88 Batch  207/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  88 Batch  208/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  88 Batch  209/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  88 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch  211/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  88 Batch  212/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch  213/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch  214/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  88 Batch  215/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.001
Epoch  88 Batch  216/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  88 Batch  217/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  88 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  88 Batch  219/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  88 Batch  220/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.002
Epoch  88 Batch  221/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  88 Batch  222/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  88 Batch  223/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  88 Batch  224/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  88 Batch  225/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  88 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  88 Batch  227/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.002
Epoch  88 Batch  228/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.001
Epoch  88 Batch  229/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  88 Batch  230/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.001
Epoch  88 Batch  231/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  88 Batch  232/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch  233/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch  234/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  88 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  88 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  88 Batch  237/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  88 Batch  238/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch  239/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch  240/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  88 Batch  241/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  88 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.975, Loss:  0.001
Epoch  88 Batch  243/269 - Train Accuracy:  0.988, Validation Accuracy:  0.973, Loss:  0.001
Epoch  88 Batch  244/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  88 Batch  245/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  88 Batch  246/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  88 Batch  247/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  88 Batch  248/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  88 Batch  249/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  88 Batch  250/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  88 Batch  251/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  88 Batch  252/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.001
Epoch  88 Batch  253/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  88 Batch  254/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  88 Batch  255/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  88 Batch  256/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  88 Batch  257/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  88 Batch  258/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.002
Epoch  88 Batch  259/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.003
Epoch  88 Batch  260/269 - Train Accuracy:  0.984, Validation Accuracy:  0.954, Loss:  0.002
Epoch  88 Batch  261/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.003
Epoch  88 Batch  262/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.003
Epoch  88 Batch  263/269 - Train Accuracy:  0.988, Validation Accuracy:  0.964, Loss:  0.002
Epoch  88 Batch  264/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  88 Batch  265/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.001
Epoch  88 Batch  266/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.001
Epoch  88 Batch  267/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.003
Epoch  89 Batch    0/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  89 Batch    1/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  89 Batch    2/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  89 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  89 Batch    4/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  89 Batch    5/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.002
Epoch  89 Batch    6/269 - Train Accuracy:  0.982, Validation Accuracy:  0.959, Loss:  0.003
Epoch  89 Batch    7/269 - Train Accuracy:  0.982, Validation Accuracy:  0.956, Loss:  0.002
Epoch  89 Batch    8/269 - Train Accuracy:  0.984, Validation Accuracy:  0.956, Loss:  0.003
Epoch  89 Batch    9/269 - Train Accuracy:  0.985, Validation Accuracy:  0.957, Loss:  0.002
Epoch  89 Batch   10/269 - Train Accuracy:  0.987, Validation Accuracy:  0.956, Loss:  0.001
Epoch  89 Batch   11/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.003
Epoch  89 Batch   12/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  89 Batch   13/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch   14/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.003
Epoch  89 Batch   15/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch   16/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  89 Batch   17/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  89 Batch   18/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  89 Batch   19/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch   20/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  89 Batch   21/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.001
Epoch  89 Batch   22/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  89 Batch   23/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  89 Batch   24/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  89 Batch   25/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  89 Batch   26/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  89 Batch   27/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  89 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch   29/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  89 Batch   30/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  89 Batch   31/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch   32/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.001
Epoch  89 Batch   33/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  89 Batch   34/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  89 Batch   35/269 - Train Accuracy:  0.986, Validation Accuracy:  0.974, Loss:  0.004
Epoch  89 Batch   36/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.001
Epoch  89 Batch   37/269 - Train Accuracy:  0.988, Validation Accuracy:  0.972, Loss:  0.002
Epoch  89 Batch   38/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch   39/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch   40/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch   41/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch   42/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch   43/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  89 Batch   44/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  89 Batch   45/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  89 Batch   46/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.001
Epoch  89 Batch   47/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  89 Batch   48/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  89 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch   50/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  89 Batch   51/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch   52/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  89 Batch   53/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  89 Batch   54/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  89 Batch   55/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  89 Batch   56/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  89 Batch   57/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  89 Batch   58/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch   60/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  89 Batch   61/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch   62/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  89 Batch   63/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch   64/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch   65/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch   66/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch   67/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch   68/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch   69/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  89 Batch   70/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  89 Batch   71/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  89 Batch   72/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  89 Batch   73/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  89 Batch   74/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  89 Batch   75/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch   76/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch   77/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch   78/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.001
Epoch  89 Batch   79/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.002
Epoch  89 Batch   80/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  89 Batch   81/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch   82/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.001
Epoch  89 Batch   83/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch   84/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch   85/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch   86/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch   87/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  89 Batch   88/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  89 Batch   89/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch   90/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch   91/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch   92/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch   93/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch   94/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  89 Batch   95/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  89 Batch   96/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  89 Batch   97/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch   98/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  89 Batch   99/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch  100/269 - Train Accuracy:  0.989, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch  101/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  89 Batch  102/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  103/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  104/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  105/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  106/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch  107/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  108/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  109/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  89 Batch  110/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  111/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch  112/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  113/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.002
Epoch  89 Batch  114/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  89 Batch  115/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  116/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  117/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  118/269 - Train Accuracy:  0.989, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch  119/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  120/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch  121/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  122/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  123/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  124/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch  125/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  89 Batch  126/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  127/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  89 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.001
Epoch  89 Batch  129/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.002
Epoch  89 Batch  130/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.002
Epoch  89 Batch  131/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.002
Epoch  89 Batch  132/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  89 Batch  133/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.002
Epoch  89 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  89 Batch  135/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  89 Batch  136/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  137/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  89 Batch  138/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.001
Epoch  89 Batch  139/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  89 Batch  140/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch  141/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch  142/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch  143/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch  144/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  146/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  147/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  89 Batch  148/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  149/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  150/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch  151/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  89 Batch  152/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch  153/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch  154/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  89 Batch  155/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  156/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.001
Epoch  89 Batch  157/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch  158/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  89 Batch  159/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  160/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  89 Batch  162/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  163/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  164/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  165/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  166/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  167/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  168/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  89 Batch  169/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  89 Batch  170/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  171/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  173/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  174/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  89 Batch  175/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  89 Batch  176/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  89 Batch  177/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  89 Batch  178/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  179/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  89 Batch  180/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  89 Batch  181/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  89 Batch  182/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  183/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  184/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.003
Epoch  89 Batch  185/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.002
Epoch  89 Batch  186/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  89 Batch  187/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  89 Batch  188/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  189/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  89 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  89 Batch  191/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.001
Epoch  89 Batch  192/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.001
Epoch  89 Batch  193/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.002
Epoch  89 Batch  194/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.002
Epoch  89 Batch  195/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  89 Batch  196/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.002
Epoch  89 Batch  197/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  89 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  89 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  89 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  201/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  89 Batch  202/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  89 Batch  203/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  89 Batch  204/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  89 Batch  205/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  89 Batch  206/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  89 Batch  207/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  89 Batch  208/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  89 Batch  209/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.001
Epoch  89 Batch  211/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.001
Epoch  89 Batch  212/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  213/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  214/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  215/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  216/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  89 Batch  217/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  89 Batch  219/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  220/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch  221/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  222/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch  223/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  224/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  225/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  226/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  89 Batch  227/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  228/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch  229/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  89 Batch  230/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  231/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  232/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  233/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  234/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  89 Batch  235/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  89 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch  237/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  89 Batch  239/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  89 Batch  240/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  89 Batch  241/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  89 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.001
Epoch  89 Batch  243/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  244/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  89 Batch  245/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  89 Batch  246/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  89 Batch  247/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  248/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  89 Batch  249/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  250/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  251/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  252/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  89 Batch  253/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.001
Epoch  89 Batch  254/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  89 Batch  255/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.003
Epoch  89 Batch  256/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  89 Batch  257/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  89 Batch  258/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch  259/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  89 Batch  260/269 - Train Accuracy:  0.984, Validation Accuracy:  0.958, Loss:  0.001
Epoch  89 Batch  261/269 - Train Accuracy:  0.981, Validation Accuracy:  0.957, Loss:  0.003
Epoch  89 Batch  262/269 - Train Accuracy:  0.981, Validation Accuracy:  0.957, Loss:  0.002
Epoch  89 Batch  263/269 - Train Accuracy:  0.986, Validation Accuracy:  0.959, Loss:  0.003
Epoch  89 Batch  264/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  89 Batch  265/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  89 Batch  266/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.001
Epoch  89 Batch  267/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch    0/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch    1/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.004
Epoch  90 Batch    2/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  90 Batch    3/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  90 Batch    4/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  90 Batch    5/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.002
Epoch  90 Batch    6/269 - Train Accuracy:  0.985, Validation Accuracy:  0.959, Loss:  0.001
Epoch  90 Batch    7/269 - Train Accuracy:  0.982, Validation Accuracy:  0.956, Loss:  0.002
Epoch  90 Batch    8/269 - Train Accuracy:  0.983, Validation Accuracy:  0.956, Loss:  0.003
Epoch  90 Batch    9/269 - Train Accuracy:  0.983, Validation Accuracy:  0.960, Loss:  0.003
Epoch  90 Batch   10/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch   11/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  90 Batch   12/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  90 Batch   13/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.001
Epoch  90 Batch   14/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  90 Batch   15/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch   16/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch   17/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  90 Batch   18/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch   19/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch   20/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  90 Batch   21/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  90 Batch   22/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  90 Batch   23/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch   24/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch   25/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch   26/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch   27/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch   29/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch   30/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  90 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch   32/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch   34/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch   35/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  90 Batch   36/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch   37/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch   38/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch   39/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch   40/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch   41/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch   42/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch   43/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  90 Batch   44/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  90 Batch   45/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  90 Batch   46/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.001
Epoch  90 Batch   47/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.001
Epoch  90 Batch   48/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch   50/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  90 Batch   51/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch   52/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  90 Batch   53/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch   54/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch   55/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch   56/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch   58/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch   60/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch   61/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch   62/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch   63/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch   64/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch   65/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch   66/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  90 Batch   67/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch   68/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  90 Batch   69/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  90 Batch   70/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  90 Batch   71/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  90 Batch   72/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.001
Epoch  90 Batch   73/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  90 Batch   74/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch   75/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch   76/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  90 Batch   77/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.002
Epoch  90 Batch   78/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.001
Epoch  90 Batch   79/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.002
Epoch  90 Batch   80/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  90 Batch   81/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  90 Batch   82/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.001
Epoch  90 Batch   83/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.002
Epoch  90 Batch   84/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch   85/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  90 Batch   86/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  90 Batch   87/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch   88/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  90 Batch   89/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  90 Batch   90/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.001
Epoch  90 Batch   91/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.002
Epoch  90 Batch   92/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.002
Epoch  90 Batch   93/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  90 Batch   94/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.001
Epoch  90 Batch   95/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.001
Epoch  90 Batch   96/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.001
Epoch  90 Batch   97/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  90 Batch   98/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.002
Epoch  90 Batch   99/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.002
Epoch  90 Batch  100/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.002
Epoch  90 Batch  101/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  90 Batch  102/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  90 Batch  103/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch  104/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch  105/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch  106/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch  107/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch  108/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch  109/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch  110/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch  111/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.002
Epoch  90 Batch  112/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.001
Epoch  90 Batch  113/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.002
Epoch  90 Batch  114/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.001
Epoch  90 Batch  115/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.001
Epoch  90 Batch  116/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.001
Epoch  90 Batch  117/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch  118/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch  119/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  90 Batch  120/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  90 Batch  121/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch  122/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch  123/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch  124/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch  125/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  126/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  127/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch  128/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  129/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  90 Batch  130/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch  131/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  90 Batch  132/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  90 Batch  133/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  90 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch  135/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  136/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  90 Batch  137/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  90 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  90 Batch  139/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  90 Batch  140/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch  141/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  142/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch  143/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.001
Epoch  90 Batch  144/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  90 Batch  145/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  90 Batch  146/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  90 Batch  147/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  90 Batch  148/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  90 Batch  149/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.001
Epoch  90 Batch  150/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  90 Batch  151/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.001
Epoch  90 Batch  152/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.001
Epoch  90 Batch  153/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch  154/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch  155/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch  156/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch  157/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch  158/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch  159/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch  160/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.001
Epoch  90 Batch  162/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.002
Epoch  90 Batch  163/269 - Train Accuracy:  0.988, Validation Accuracy:  0.973, Loss:  0.002
Epoch  90 Batch  164/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.001
Epoch  90 Batch  165/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch  166/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch  167/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.002
Epoch  90 Batch  168/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  90 Batch  169/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  90 Batch  170/269 - Train Accuracy:  0.987, Validation Accuracy:  0.973, Loss:  0.002
Epoch  90 Batch  171/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.002
Epoch  90 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.974, Loss:  0.001
Epoch  90 Batch  173/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.001
Epoch  90 Batch  174/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.001
Epoch  90 Batch  175/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  90 Batch  176/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch  177/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  90 Batch  178/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  90 Batch  179/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  90 Batch  180/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  90 Batch  181/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch  182/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch  183/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch  184/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch  185/269 - Train Accuracy:  0.989, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch  186/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch  187/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  90 Batch  188/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  90 Batch  189/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  90 Batch  191/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  90 Batch  192/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  90 Batch  193/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  90 Batch  194/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  90 Batch  195/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  196/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  197/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.001
Epoch  90 Batch  200/269 - Train Accuracy:  0.989, Validation Accuracy:  0.963, Loss:  0.001
Epoch  90 Batch  201/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  90 Batch  202/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  90 Batch  203/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  90 Batch  204/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  90 Batch  205/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch  207/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  208/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  209/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  90 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  211/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  212/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch  213/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch  214/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch  215/269 - Train Accuracy:  0.989, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch  216/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.002
Epoch  90 Batch  217/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  219/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.001
Epoch  90 Batch  220/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch  221/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch  222/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  223/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  224/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch  225/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  90 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch  227/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch  228/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch  229/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch  230/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  231/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch  232/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch  233/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch  234/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  90 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.001
Epoch  90 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  90 Batch  237/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.001
Epoch  90 Batch  238/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.001
Epoch  90 Batch  239/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  90 Batch  240/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  90 Batch  241/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.003
Epoch  90 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.001
Epoch  90 Batch  243/269 - Train Accuracy:  0.987, Validation Accuracy:  0.973, Loss:  0.001
Epoch  90 Batch  244/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  245/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  90 Batch  246/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.001
Epoch  90 Batch  247/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  90 Batch  248/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch  249/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  90 Batch  250/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.002
Epoch  90 Batch  251/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  90 Batch  252/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  253/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  90 Batch  254/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch  255/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  90 Batch  256/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  90 Batch  257/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  90 Batch  258/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  90 Batch  259/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  90 Batch  260/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.001
Epoch  90 Batch  261/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.001
Epoch  90 Batch  262/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.002
Epoch  90 Batch  263/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.002
Epoch  90 Batch  264/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  90 Batch  265/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  90 Batch  266/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  90 Batch  267/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  91 Batch    0/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  91 Batch    1/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.003
Epoch  91 Batch    2/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  91 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch    4/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch    5/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  91 Batch    6/269 - Train Accuracy:  0.985, Validation Accuracy:  0.956, Loss:  0.001
Epoch  91 Batch    7/269 - Train Accuracy:  0.984, Validation Accuracy:  0.954, Loss:  0.001
Epoch  91 Batch    8/269 - Train Accuracy:  0.983, Validation Accuracy:  0.954, Loss:  0.003
Epoch  91 Batch    9/269 - Train Accuracy:  0.981, Validation Accuracy:  0.955, Loss:  0.002
Epoch  91 Batch   10/269 - Train Accuracy:  0.986, Validation Accuracy:  0.957, Loss:  0.003
Epoch  91 Batch   11/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch   12/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch   13/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  91 Batch   14/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch   15/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch   16/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.004
Epoch  91 Batch   17/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch   18/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  91 Batch   19/269 - Train Accuracy:  0.988, Validation Accuracy:  0.972, Loss:  0.001
Epoch  91 Batch   20/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch   21/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch   22/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch   23/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch   24/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch   25/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch   26/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  91 Batch   27/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  91 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.002
Epoch  91 Batch   29/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  91 Batch   30/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  91 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch   32/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.001
Epoch  91 Batch   33/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  91 Batch   34/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.001
Epoch  91 Batch   35/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  91 Batch   36/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  91 Batch   37/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.002
Epoch  91 Batch   38/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  91 Batch   39/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.001
Epoch  91 Batch   40/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  91 Batch   41/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  91 Batch   42/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch   43/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  91 Batch   44/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  91 Batch   45/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch   46/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  91 Batch   47/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  91 Batch   48/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  91 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch   50/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  91 Batch   51/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch   52/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch   53/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch   54/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch   55/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch   56/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  91 Batch   58/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch   60/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  91 Batch   61/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  91 Batch   62/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  91 Batch   63/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  91 Batch   64/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  91 Batch   65/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  91 Batch   66/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch   67/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch   68/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch   69/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch   70/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch   71/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch   72/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.001
Epoch  91 Batch   73/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch   74/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch   75/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  91 Batch   76/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch   77/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  91 Batch   78/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  91 Batch   79/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch   80/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  91 Batch   81/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  91 Batch   82/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  91 Batch   83/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch   84/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch   85/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  91 Batch   86/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  91 Batch   87/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch   88/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch   89/269 - Train Accuracy:  0.989, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch   90/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch   91/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch   92/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  91 Batch   93/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch   94/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch   95/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.001
Epoch  91 Batch   96/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch   97/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch   98/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch   99/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  91 Batch  100/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.001
Epoch  91 Batch  101/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  91 Batch  102/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  91 Batch  103/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch  104/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch  105/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  91 Batch  106/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch  107/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch  108/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  91 Batch  109/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch  110/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  111/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch  112/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch  113/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.003
Epoch  91 Batch  114/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch  115/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  116/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  117/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch  118/269 - Train Accuracy:  0.989, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  119/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  120/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  91 Batch  121/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.001
Epoch  91 Batch  122/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch  123/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  91 Batch  124/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  91 Batch  125/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  91 Batch  126/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  127/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch  128/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  129/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  91 Batch  130/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  91 Batch  131/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  91 Batch  132/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  91 Batch  133/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch  135/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  136/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  137/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  138/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch  139/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch  140/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch  141/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.003
Epoch  91 Batch  142/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch  143/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  144/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  91 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  91 Batch  146/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.001
Epoch  91 Batch  147/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.002
Epoch  91 Batch  148/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  91 Batch  149/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  91 Batch  150/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  91 Batch  151/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.002
Epoch  91 Batch  152/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  153/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  154/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  155/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  156/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch  157/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  91 Batch  158/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch  159/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  91 Batch  160/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  91 Batch  161/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch  162/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  91 Batch  163/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.005
Epoch  91 Batch  164/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  91 Batch  165/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  166/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch  167/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  91 Batch  168/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.003
Epoch  91 Batch  169/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  91 Batch  170/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  171/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  173/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch  174/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  91 Batch  175/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.004
Epoch  91 Batch  176/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  91 Batch  177/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  178/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  179/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  180/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  181/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  91 Batch  182/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  183/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  91 Batch  184/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  91 Batch  185/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  186/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  91 Batch  187/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  91 Batch  188/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  189/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch  190/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  91 Batch  191/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  91 Batch  192/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch  193/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  194/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  195/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch  196/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  91 Batch  197/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  91 Batch  201/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  91 Batch  202/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch  203/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  204/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch  205/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  91 Batch  206/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch  207/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch  208/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  209/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.001
Epoch  91 Batch  211/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  91 Batch  212/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  213/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch  214/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  215/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  216/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  91 Batch  217/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  91 Batch  219/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  91 Batch  220/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  221/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  222/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  223/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  91 Batch  224/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.003
Epoch  91 Batch  225/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  91 Batch  227/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  228/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.001
Epoch  91 Batch  229/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.001
Epoch  91 Batch  230/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.001
Epoch  91 Batch  231/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  91 Batch  232/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  91 Batch  233/269 - Train Accuracy:  0.988, Validation Accuracy:  0.972, Loss:  0.001
Epoch  91 Batch  234/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  235/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch  236/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  237/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  91 Batch  238/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  91 Batch  239/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  91 Batch  240/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  91 Batch  241/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  91 Batch  242/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.001
Epoch  91 Batch  243/269 - Train Accuracy:  0.988, Validation Accuracy:  0.973, Loss:  0.001
Epoch  91 Batch  244/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  245/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  246/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  91 Batch  247/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  91 Batch  248/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.001
Epoch  91 Batch  249/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  91 Batch  250/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch  251/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  91 Batch  252/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  253/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  254/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch  255/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  256/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  257/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  91 Batch  258/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  91 Batch  259/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  91 Batch  260/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch  261/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  91 Batch  262/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  91 Batch  263/269 - Train Accuracy:  0.985, Validation Accuracy:  0.961, Loss:  0.002
Epoch  91 Batch  264/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  91 Batch  265/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  91 Batch  266/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  91 Batch  267/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch    0/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch    1/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch    2/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.003
Epoch  92 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch    4/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.003
Epoch  92 Batch    5/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  92 Batch    6/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch    7/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  92 Batch    8/269 - Train Accuracy:  0.984, Validation Accuracy:  0.957, Loss:  0.002
Epoch  92 Batch    9/269 - Train Accuracy:  0.983, Validation Accuracy:  0.954, Loss:  0.001
Epoch  92 Batch   10/269 - Train Accuracy:  0.986, Validation Accuracy:  0.953, Loss:  0.002
Epoch  92 Batch   11/269 - Train Accuracy:  0.983, Validation Accuracy:  0.954, Loss:  0.004
Epoch  92 Batch   12/269 - Train Accuracy:  0.984, Validation Accuracy:  0.959, Loss:  0.003
Epoch  92 Batch   13/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.002
Epoch  92 Batch   14/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  92 Batch   15/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch   16/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  92 Batch   17/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.004
Epoch  92 Batch   18/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.002
Epoch  92 Batch   19/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch   21/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch   22/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch   23/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  92 Batch   24/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  92 Batch   25/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch   26/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  92 Batch   27/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch   29/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch   30/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.004
Epoch  92 Batch   31/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch   32/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.001
Epoch  92 Batch   33/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.001
Epoch  92 Batch   34/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.001
Epoch  92 Batch   35/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  92 Batch   36/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  92 Batch   37/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.004
Epoch  92 Batch   38/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch   39/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch   40/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch   41/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  92 Batch   42/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch   43/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch   44/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch   45/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch   46/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  92 Batch   47/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  92 Batch   48/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  92 Batch   50/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.001
Epoch  92 Batch   51/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  92 Batch   52/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  92 Batch   53/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  92 Batch   54/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.002
Epoch  92 Batch   55/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch   56/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  92 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.003
Epoch  92 Batch   58/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  92 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  92 Batch   60/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch   61/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  92 Batch   62/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.002
Epoch  92 Batch   63/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  92 Batch   64/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.001
Epoch  92 Batch   65/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch   66/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  92 Batch   67/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch   68/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch   69/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch   70/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  92 Batch   71/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch   72/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch   73/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  92 Batch   74/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  92 Batch   75/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch   76/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  92 Batch   77/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.002
Epoch  92 Batch   78/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch   79/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch   80/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch   81/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch   82/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.001
Epoch  92 Batch   83/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  92 Batch   84/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch   85/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  92 Batch   86/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  92 Batch   87/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch   88/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch   89/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch   90/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch   91/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  92 Batch   92/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch   93/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.001
Epoch  92 Batch   94/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch   95/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch   96/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.001
Epoch  92 Batch   97/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  92 Batch   98/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  92 Batch   99/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch  100/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch  101/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  92 Batch  102/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  92 Batch  103/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch  104/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  105/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  106/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  107/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  92 Batch  108/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch  109/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  110/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  92 Batch  111/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch  112/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.001
Epoch  92 Batch  113/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  114/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  115/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  92 Batch  116/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  92 Batch  117/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  92 Batch  118/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.003
Epoch  92 Batch  119/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.001
Epoch  92 Batch  120/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch  121/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  92 Batch  122/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.001
Epoch  92 Batch  123/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch  124/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.003
Epoch  92 Batch  125/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.001
Epoch  92 Batch  126/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  92 Batch  127/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  92 Batch  128/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.001
Epoch  92 Batch  129/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch  130/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  92 Batch  131/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch  132/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  92 Batch  133/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch  134/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  135/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  136/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  92 Batch  137/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch  139/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch  140/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  92 Batch  141/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  92 Batch  142/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  92 Batch  143/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  92 Batch  144/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  92 Batch  145/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.002
Epoch  92 Batch  146/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  92 Batch  147/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch  148/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  149/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  150/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  151/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  152/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  153/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.001
Epoch  92 Batch  154/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  92 Batch  155/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  156/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch  157/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  158/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  159/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  160/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.001
Epoch  92 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  92 Batch  162/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  92 Batch  163/269 - Train Accuracy:  0.988, Validation Accuracy:  0.964, Loss:  0.002
Epoch  92 Batch  164/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch  165/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  92 Batch  166/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  92 Batch  167/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch  168/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch  169/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch  170/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  171/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch  172/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  173/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch  174/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  175/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch  176/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  177/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch  178/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  179/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  180/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  92 Batch  181/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  92 Batch  182/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  183/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  92 Batch  184/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch  185/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  186/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  187/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  92 Batch  188/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  92 Batch  189/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch  190/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  92 Batch  191/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.001
Epoch  92 Batch  192/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.001
Epoch  92 Batch  193/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.001
Epoch  92 Batch  194/269 - Train Accuracy:  0.987, Validation Accuracy:  0.963, Loss:  0.002
Epoch  92 Batch  195/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  92 Batch  196/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  92 Batch  197/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  92 Batch  198/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.001
Epoch  92 Batch  200/269 - Train Accuracy:  0.990, Validation Accuracy:  0.963, Loss:  0.002
Epoch  92 Batch  201/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.002
Epoch  92 Batch  202/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch  203/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch  204/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  92 Batch  205/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch  206/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  92 Batch  207/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch  208/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  92 Batch  209/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  92 Batch  210/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  92 Batch  211/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  92 Batch  212/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  213/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  214/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch  215/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch  216/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  217/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  92 Batch  219/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.001
Epoch  92 Batch  220/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  221/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  222/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  92 Batch  223/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  92 Batch  224/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  225/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  92 Batch  226/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch  227/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  92 Batch  228/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch  229/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  92 Batch  230/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  92 Batch  231/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  92 Batch  232/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  233/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  234/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  235/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  92 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.001
Epoch  92 Batch  237/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.001
Epoch  92 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch  239/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch  240/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  241/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  242/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.001
Epoch  92 Batch  243/269 - Train Accuracy:  0.988, Validation Accuracy:  0.974, Loss:  0.002
Epoch  92 Batch  244/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.003
Epoch  92 Batch  245/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  92 Batch  246/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  92 Batch  247/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  92 Batch  248/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch  249/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  92 Batch  250/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch  251/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch  252/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  92 Batch  253/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  92 Batch  254/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch  255/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch  256/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch  257/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch  258/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  92 Batch  259/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  92 Batch  260/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  92 Batch  261/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  92 Batch  262/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  92 Batch  263/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  92 Batch  264/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  92 Batch  265/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  92 Batch  266/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  92 Batch  267/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch    0/269 - Train Accuracy:  0.987, Validation Accuracy:  0.963, Loss:  0.001
Epoch  93 Batch    1/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.003
Epoch  93 Batch    2/269 - Train Accuracy:  0.982, Validation Accuracy:  0.960, Loss:  0.002
Epoch  93 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  93 Batch    4/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  93 Batch    5/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.001
Epoch  93 Batch    6/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  93 Batch    7/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.002
Epoch  93 Batch    8/269 - Train Accuracy:  0.983, Validation Accuracy:  0.957, Loss:  0.002
Epoch  93 Batch    9/269 - Train Accuracy:  0.985, Validation Accuracy:  0.952, Loss:  0.002
Epoch  93 Batch   10/269 - Train Accuracy:  0.983, Validation Accuracy:  0.955, Loss:  0.003
Epoch  93 Batch   11/269 - Train Accuracy:  0.984, Validation Accuracy:  0.958, Loss:  0.003
Epoch  93 Batch   12/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  93 Batch   13/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  93 Batch   14/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  93 Batch   15/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.001
Epoch  93 Batch   16/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  93 Batch   17/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  93 Batch   18/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch   19/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch   20/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch   21/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  93 Batch   22/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  93 Batch   23/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.001
Epoch  93 Batch   24/269 - Train Accuracy:  0.982, Validation Accuracy:  0.959, Loss:  0.002
Epoch  93 Batch   25/269 - Train Accuracy:  0.984, Validation Accuracy:  0.960, Loss:  0.002
Epoch  93 Batch   26/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  93 Batch   27/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  93 Batch   28/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch   29/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  93 Batch   30/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  93 Batch   31/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  93 Batch   32/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch   33/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch   34/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  93 Batch   35/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  93 Batch   36/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  93 Batch   37/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  93 Batch   38/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  93 Batch   39/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.001
Epoch  93 Batch   40/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  93 Batch   41/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  93 Batch   42/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.002
Epoch  93 Batch   43/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  93 Batch   44/269 - Train Accuracy:  0.985, Validation Accuracy:  0.961, Loss:  0.002
Epoch  93 Batch   45/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch   46/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch   47/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch   48/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  93 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.001
Epoch  93 Batch   50/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch   51/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch   52/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  93 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  93 Batch   54/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch   55/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch   56/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  93 Batch   57/269 - Train Accuracy:  0.987, Validation Accuracy:  0.973, Loss:  0.002
Epoch  93 Batch   58/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.002
Epoch  93 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.001
Epoch  93 Batch   60/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch   61/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch   62/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  93 Batch   63/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.003
Epoch  93 Batch   64/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch   65/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  93 Batch   66/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  93 Batch   67/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.004
Epoch  93 Batch   68/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch   69/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  93 Batch   70/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.003
Epoch  93 Batch   71/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch   72/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch   73/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  93 Batch   74/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  93 Batch   75/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.002
Epoch  93 Batch   76/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.001
Epoch  93 Batch   77/269 - Train Accuracy:  0.987, Validation Accuracy:  0.962, Loss:  0.002
Epoch  93 Batch   78/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.002
Epoch  93 Batch   79/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  93 Batch   80/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.003
Epoch  93 Batch   81/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch   82/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  93 Batch   83/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch   84/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch   85/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch   86/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch   87/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  93 Batch   88/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  93 Batch   89/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.001
Epoch  93 Batch   90/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch   91/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  93 Batch   92/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch   93/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch   94/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch   95/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  93 Batch   96/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch   97/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch   98/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch   99/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  93 Batch  100/269 - Train Accuracy:  0.989, Validation Accuracy:  0.967, Loss:  0.002
Epoch  93 Batch  101/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  93 Batch  102/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  93 Batch  103/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  93 Batch  104/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  93 Batch  105/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  93 Batch  106/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  93 Batch  107/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  93 Batch  108/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  109/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  110/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  93 Batch  111/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  112/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  93 Batch  113/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  93 Batch  114/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  93 Batch  115/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  116/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  93 Batch  117/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  93 Batch  118/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  93 Batch  119/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  120/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.003
Epoch  93 Batch  121/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  93 Batch  122/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  93 Batch  123/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  93 Batch  124/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  125/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  126/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  127/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  93 Batch  129/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  130/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  131/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  132/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  133/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  135/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  93 Batch  136/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  137/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  139/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  140/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  141/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  142/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  93 Batch  143/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  144/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.001
Epoch  93 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  93 Batch  146/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  147/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  148/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  149/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  150/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  151/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  93 Batch  152/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  93 Batch  153/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  93 Batch  154/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  93 Batch  155/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  93 Batch  156/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  93 Batch  157/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  158/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  93 Batch  159/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  93 Batch  160/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  93 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  93 Batch  162/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  93 Batch  163/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  164/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  93 Batch  165/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  93 Batch  166/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch  167/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  93 Batch  168/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  169/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  170/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.002
Epoch  93 Batch  171/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  93 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  173/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  93 Batch  174/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  175/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  93 Batch  176/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  93 Batch  177/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  178/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  93 Batch  179/269 - Train Accuracy:  0.987, Validation Accuracy:  0.973, Loss:  0.001
Epoch  93 Batch  180/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  93 Batch  181/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  93 Batch  182/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  93 Batch  183/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  93 Batch  184/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  93 Batch  185/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  186/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  93 Batch  187/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  93 Batch  188/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  93 Batch  189/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  93 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  191/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  93 Batch  192/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  93 Batch  193/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  194/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  93 Batch  195/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  93 Batch  196/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  197/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  93 Batch  200/269 - Train Accuracy:  0.989, Validation Accuracy:  0.966, Loss:  0.001
Epoch  93 Batch  201/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  93 Batch  202/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch  203/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch  204/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  93 Batch  205/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  93 Batch  206/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch  207/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch  208/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.001
Epoch  93 Batch  209/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch  210/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  93 Batch  211/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  93 Batch  212/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch  213/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  93 Batch  214/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  215/269 - Train Accuracy:  0.989, Validation Accuracy:  0.967, Loss:  0.001
Epoch  93 Batch  216/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  217/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  93 Batch  219/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  93 Batch  220/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  221/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  93 Batch  222/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  93 Batch  223/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  93 Batch  224/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  93 Batch  225/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  93 Batch  226/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  227/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  228/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  93 Batch  229/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.001
Epoch  93 Batch  230/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch  231/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  93 Batch  232/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  233/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.001
Epoch  93 Batch  234/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  93 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  93 Batch  237/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  93 Batch  238/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  93 Batch  239/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.003
Epoch  93 Batch  240/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  93 Batch  241/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.001
Epoch  93 Batch  242/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.001
Epoch  93 Batch  243/269 - Train Accuracy:  0.989, Validation Accuracy:  0.972, Loss:  0.001
Epoch  93 Batch  244/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  93 Batch  245/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  93 Batch  246/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  247/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.001
Epoch  93 Batch  248/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  93 Batch  249/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  250/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.001
Epoch  93 Batch  251/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  93 Batch  252/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  253/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.003
Epoch  93 Batch  254/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  93 Batch  255/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  256/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  257/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  93 Batch  258/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  93 Batch  259/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.003
Epoch  93 Batch  260/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  93 Batch  261/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  93 Batch  262/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.002
Epoch  93 Batch  263/269 - Train Accuracy:  0.985, Validation Accuracy:  0.961, Loss:  0.002
Epoch  93 Batch  264/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.002
Epoch  93 Batch  265/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.003
Epoch  93 Batch  266/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.002
Epoch  93 Batch  267/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch    0/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch    1/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch    2/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  94 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch    4/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  94 Batch    5/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.002
Epoch  94 Batch    6/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  94 Batch    7/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  94 Batch    8/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  94 Batch    9/269 - Train Accuracy:  0.983, Validation Accuracy:  0.959, Loss:  0.002
Epoch  94 Batch   10/269 - Train Accuracy:  0.986, Validation Accuracy:  0.958, Loss:  0.002
Epoch  94 Batch   11/269 - Train Accuracy:  0.983, Validation Accuracy:  0.957, Loss:  0.003
Epoch  94 Batch   12/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.005
Epoch  94 Batch   13/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch   14/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch   15/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.001
Epoch  94 Batch   16/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch   17/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch   18/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch   19/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.003
Epoch  94 Batch   21/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  94 Batch   22/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch   23/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch   24/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch   25/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch   26/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  94 Batch   27/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch   28/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch   29/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch   30/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch   31/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  94 Batch   32/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch   34/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch   35/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.005
Epoch  94 Batch   36/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch   37/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch   38/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch   39/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  94 Batch   40/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch   41/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch   42/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  94 Batch   43/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch   44/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch   45/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch   46/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  94 Batch   47/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch   48/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  94 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.001
Epoch  94 Batch   50/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  94 Batch   51/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  94 Batch   52/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  94 Batch   53/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  94 Batch   54/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  94 Batch   55/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch   56/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch   58/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  94 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.001
Epoch  94 Batch   60/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.002
Epoch  94 Batch   61/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  94 Batch   62/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  94 Batch   63/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.002
Epoch  94 Batch   64/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch   65/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch   66/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  94 Batch   67/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.003
Epoch  94 Batch   68/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch   69/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  94 Batch   70/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch   71/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  94 Batch   72/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch   73/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  94 Batch   74/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch   75/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch   76/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  94 Batch   77/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  94 Batch   78/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.001
Epoch  94 Batch   79/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch   80/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch   81/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  94 Batch   82/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch   83/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  94 Batch   84/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch   85/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  94 Batch   86/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  94 Batch   87/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  94 Batch   88/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.001
Epoch  94 Batch   89/269 - Train Accuracy:  0.989, Validation Accuracy:  0.972, Loss:  0.001
Epoch  94 Batch   90/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  94 Batch   91/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  94 Batch   92/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  94 Batch   93/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.001
Epoch  94 Batch   94/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  94 Batch   95/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  94 Batch   96/269 - Train Accuracy:  0.982, Validation Accuracy:  0.973, Loss:  0.002
Epoch  94 Batch   97/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch   98/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch   99/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  94 Batch  100/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.001
Epoch  94 Batch  101/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  94 Batch  102/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  103/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  104/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  105/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  94 Batch  106/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch  107/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch  108/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  94 Batch  109/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch  110/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch  111/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  94 Batch  112/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  94 Batch  113/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  94 Batch  114/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  94 Batch  115/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.001
Epoch  94 Batch  116/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.001
Epoch  94 Batch  117/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  94 Batch  118/269 - Train Accuracy:  0.989, Validation Accuracy:  0.973, Loss:  0.003
Epoch  94 Batch  119/269 - Train Accuracy:  0.985, Validation Accuracy:  0.974, Loss:  0.002
Epoch  94 Batch  120/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  94 Batch  121/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  94 Batch  122/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  123/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  124/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  125/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  94 Batch  126/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch  127/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  128/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  94 Batch  129/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  130/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  131/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  94 Batch  132/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  94 Batch  133/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.002
Epoch  94 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  94 Batch  135/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch  136/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  94 Batch  137/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch  139/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  140/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  141/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  142/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  143/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  144/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  94 Batch  146/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch  147/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch  148/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  149/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  150/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch  151/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  152/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  94 Batch  153/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  154/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  94 Batch  155/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  94 Batch  156/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  94 Batch  157/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch  158/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  94 Batch  159/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.001
Epoch  94 Batch  160/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  94 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  94 Batch  162/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  94 Batch  163/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch  164/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  94 Batch  165/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  94 Batch  166/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  94 Batch  167/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  168/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  169/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  94 Batch  170/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  94 Batch  171/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch  172/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch  173/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch  174/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  94 Batch  175/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  94 Batch  176/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.003
Epoch  94 Batch  177/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  178/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  179/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.001
Epoch  94 Batch  180/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  181/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  182/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  183/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch  184/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  185/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch  186/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch  187/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch  188/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  94 Batch  189/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch  191/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch  192/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  193/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  94 Batch  194/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  94 Batch  195/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  94 Batch  196/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  94 Batch  197/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  198/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  94 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  200/269 - Train Accuracy:  0.989, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch  201/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  94 Batch  202/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  94 Batch  203/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  94 Batch  204/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.001
Epoch  94 Batch  205/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.002
Epoch  94 Batch  206/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.003
Epoch  94 Batch  207/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  94 Batch  208/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  94 Batch  209/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.001
Epoch  94 Batch  211/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  94 Batch  212/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  213/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch  214/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  215/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  216/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch  217/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  94 Batch  219/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch  220/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  94 Batch  221/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  222/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch  223/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  224/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  225/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  94 Batch  226/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  227/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch  228/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  94 Batch  229/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  94 Batch  230/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  94 Batch  231/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.003
Epoch  94 Batch  232/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  94 Batch  233/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.001
Epoch  94 Batch  234/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  94 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.001
Epoch  94 Batch  236/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  94 Batch  237/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  94 Batch  238/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  94 Batch  239/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch  240/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  241/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  94 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  94 Batch  243/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  244/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  94 Batch  245/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.001
Epoch  94 Batch  246/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.001
Epoch  94 Batch  247/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  94 Batch  248/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  249/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  94 Batch  250/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.001
Epoch  94 Batch  251/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  94 Batch  252/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  253/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  94 Batch  254/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  255/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  94 Batch  256/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  257/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  258/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  94 Batch  259/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  94 Batch  260/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  94 Batch  261/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  94 Batch  262/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  94 Batch  263/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  264/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  94 Batch  265/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  94 Batch  266/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  94 Batch  267/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch    0/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  95 Batch    1/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  95 Batch    2/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch    3/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch    4/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch    5/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  95 Batch    6/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch    7/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  95 Batch    8/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch    9/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.001
Epoch  95 Batch   10/269 - Train Accuracy:  0.985, Validation Accuracy:  0.960, Loss:  0.002
Epoch  95 Batch   11/269 - Train Accuracy:  0.984, Validation Accuracy:  0.959, Loss:  0.002
Epoch  95 Batch   12/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.002
Epoch  95 Batch   13/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  95 Batch   14/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch   15/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch   16/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  95 Batch   17/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  95 Batch   18/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch   19/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch   20/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch   21/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch   22/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch   23/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  95 Batch   24/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  95 Batch   25/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  95 Batch   26/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.003
Epoch  95 Batch   27/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  95 Batch   28/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch   29/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  95 Batch   30/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  95 Batch   32/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.001
Epoch  95 Batch   33/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  95 Batch   34/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch   35/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  95 Batch   36/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch   37/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch   38/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch   39/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  95 Batch   40/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch   41/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch   42/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch   43/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch   44/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch   45/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  95 Batch   46/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  95 Batch   47/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  95 Batch   48/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  95 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch   50/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch   51/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  95 Batch   52/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.001
Epoch  95 Batch   53/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  95 Batch   54/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.001
Epoch  95 Batch   55/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  95 Batch   56/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  95 Batch   57/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch   58/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch   60/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.002
Epoch  95 Batch   61/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  95 Batch   62/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.003
Epoch  95 Batch   63/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.003
Epoch  95 Batch   64/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  95 Batch   65/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  95 Batch   66/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch   67/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch   68/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch   69/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch   70/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch   71/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch   72/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch   73/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  95 Batch   74/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  95 Batch   75/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch   76/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.001
Epoch  95 Batch   77/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  95 Batch   78/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch   79/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.001
Epoch  95 Batch   80/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  95 Batch   81/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch   82/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.002
Epoch  95 Batch   83/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  95 Batch   84/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch   85/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch   86/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  95 Batch   87/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  95 Batch   88/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  95 Batch   89/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.001
Epoch  95 Batch   90/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  95 Batch   91/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch   92/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  95 Batch   93/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch   94/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch   95/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch   96/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch   97/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch   98/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch   99/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch  100/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch  101/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch  102/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  95 Batch  103/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch  104/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  95 Batch  105/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch  106/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch  107/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  95 Batch  108/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  95 Batch  109/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  95 Batch  110/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.001
Epoch  95 Batch  111/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  95 Batch  112/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  95 Batch  113/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  95 Batch  114/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  95 Batch  115/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.003
Epoch  95 Batch  116/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  95 Batch  117/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  95 Batch  118/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.003
Epoch  95 Batch  119/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  95 Batch  120/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  121/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch  122/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch  123/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  95 Batch  124/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch  125/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  95 Batch  126/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch  127/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  95 Batch  128/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.002
Epoch  95 Batch  129/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch  130/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  95 Batch  131/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  132/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  95 Batch  133/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  95 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  135/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch  136/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch  137/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  95 Batch  139/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  140/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  141/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  95 Batch  142/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  95 Batch  143/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch  144/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  95 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  95 Batch  146/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  95 Batch  147/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch  148/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  95 Batch  149/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  95 Batch  150/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  95 Batch  151/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.001
Epoch  95 Batch  152/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch  153/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  95 Batch  154/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch  155/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  156/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  95 Batch  157/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.001
Epoch  95 Batch  158/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  159/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  95 Batch  160/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  161/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  162/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  95 Batch  163/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  164/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  165/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  95 Batch  166/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  167/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.001
Epoch  95 Batch  168/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  169/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  95 Batch  170/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  95 Batch  171/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  95 Batch  173/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  174/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  175/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  95 Batch  176/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  177/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch  178/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch  179/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  95 Batch  180/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.001
Epoch  95 Batch  181/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  95 Batch  182/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch  183/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  95 Batch  184/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch  185/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch  186/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch  187/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch  188/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.001
Epoch  95 Batch  189/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  95 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  95 Batch  191/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  95 Batch  192/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  193/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  194/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  195/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  95 Batch  196/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.002
Epoch  95 Batch  197/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.001
Epoch  95 Batch  198/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.001
Epoch  95 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.001
Epoch  95 Batch  200/269 - Train Accuracy:  0.990, Validation Accuracy:  0.963, Loss:  0.001
Epoch  95 Batch  201/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.003
Epoch  95 Batch  202/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.003
Epoch  95 Batch  203/269 - Train Accuracy:  0.987, Validation Accuracy:  0.963, Loss:  0.002
Epoch  95 Batch  204/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  205/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  206/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  95 Batch  207/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  208/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  95 Batch  209/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch  211/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch  212/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch  213/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  95 Batch  214/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch  215/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch  216/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch  217/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  95 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  219/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.001
Epoch  95 Batch  220/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  221/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.003
Epoch  95 Batch  222/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  95 Batch  223/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  95 Batch  224/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  95 Batch  225/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  95 Batch  227/269 - Train Accuracy:  0.988, Validation Accuracy:  0.972, Loss:  0.002
Epoch  95 Batch  228/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch  229/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  95 Batch  230/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  95 Batch  231/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  95 Batch  232/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  95 Batch  233/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  234/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  95 Batch  236/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  95 Batch  237/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  95 Batch  238/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch  239/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch  240/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  95 Batch  241/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  95 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  95 Batch  243/269 - Train Accuracy:  0.989, Validation Accuracy:  0.968, Loss:  0.001
Epoch  95 Batch  244/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  95 Batch  245/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  246/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  95 Batch  247/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  95 Batch  248/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  95 Batch  249/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  250/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.001
Epoch  95 Batch  251/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.001
Epoch  95 Batch  252/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  95 Batch  253/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  95 Batch  254/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  95 Batch  255/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.002
Epoch  95 Batch  256/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  95 Batch  257/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  258/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  259/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.003
Epoch  95 Batch  260/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  95 Batch  261/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  262/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  95 Batch  263/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.002
Epoch  95 Batch  264/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  95 Batch  265/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  95 Batch  266/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  95 Batch  267/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch    0/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch    1/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch    2/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch    3/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch    4/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch    5/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch    6/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  96 Batch    7/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch    8/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  96 Batch    9/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  96 Batch   10/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  96 Batch   11/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.003
Epoch  96 Batch   12/269 - Train Accuracy:  0.984, Validation Accuracy:  0.960, Loss:  0.003
Epoch  96 Batch   13/269 - Train Accuracy:  0.984, Validation Accuracy:  0.960, Loss:  0.002
Epoch  96 Batch   14/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch   15/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  96 Batch   16/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  96 Batch   17/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch   18/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.001
Epoch  96 Batch   19/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch   20/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.003
Epoch  96 Batch   21/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  96 Batch   22/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.002
Epoch  96 Batch   23/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.001
Epoch  96 Batch   24/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  96 Batch   25/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.002
Epoch  96 Batch   26/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch   27/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch   28/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  96 Batch   29/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch   30/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  96 Batch   31/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  96 Batch   32/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.001
Epoch  96 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  96 Batch   34/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.001
Epoch  96 Batch   35/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.004
Epoch  96 Batch   36/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch   37/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch   38/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch   39/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch   40/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch   41/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch   42/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  96 Batch   43/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  96 Batch   44/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch   45/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch   46/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  96 Batch   47/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch   48/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch   50/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  96 Batch   51/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  96 Batch   52/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  96 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  96 Batch   54/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  96 Batch   55/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch   56/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch   58/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  96 Batch   60/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.003
Epoch  96 Batch   61/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.002
Epoch  96 Batch   62/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  96 Batch   63/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.003
Epoch  96 Batch   64/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  96 Batch   65/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  96 Batch   66/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  96 Batch   67/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  96 Batch   68/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.001
Epoch  96 Batch   69/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  96 Batch   70/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  96 Batch   71/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.003
Epoch  96 Batch   72/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.001
Epoch  96 Batch   73/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  96 Batch   74/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  96 Batch   75/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.002
Epoch  96 Batch   76/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch   77/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch   78/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch   79/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.003
Epoch  96 Batch   80/269 - Train Accuracy:  0.987, Validation Accuracy:  0.963, Loss:  0.002
Epoch  96 Batch   81/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  96 Batch   82/269 - Train Accuracy:  0.988, Validation Accuracy:  0.962, Loss:  0.001
Epoch  96 Batch   83/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  96 Batch   84/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch   85/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  96 Batch   86/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  96 Batch   87/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch   88/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch   89/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  96 Batch   90/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch   91/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch   92/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch   93/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch   94/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch   95/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  96 Batch   96/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch   97/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  96 Batch   98/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch   99/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch  100/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  96 Batch  101/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch  102/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  96 Batch  103/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch  104/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch  105/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  96 Batch  106/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.002
Epoch  96 Batch  107/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.001
Epoch  96 Batch  108/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  96 Batch  109/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  110/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  96 Batch  111/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch  112/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  96 Batch  113/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch  114/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  96 Batch  115/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  96 Batch  116/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  96 Batch  117/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  96 Batch  118/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch  119/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch  120/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  96 Batch  121/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  96 Batch  122/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  123/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  124/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.001
Epoch  96 Batch  125/269 - Train Accuracy:  0.985, Validation Accuracy:  0.961, Loss:  0.001
Epoch  96 Batch  126/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.002
Epoch  96 Batch  127/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.002
Epoch  96 Batch  128/269 - Train Accuracy:  0.987, Validation Accuracy:  0.963, Loss:  0.001
Epoch  96 Batch  129/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.001
Epoch  96 Batch  130/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  131/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  132/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  96 Batch  133/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  96 Batch  135/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  96 Batch  136/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  96 Batch  137/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  96 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  96 Batch  139/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  96 Batch  140/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  96 Batch  141/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  96 Batch  142/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  96 Batch  143/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  96 Batch  144/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  96 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  96 Batch  146/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  96 Batch  147/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  96 Batch  148/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  96 Batch  149/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  96 Batch  150/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  96 Batch  151/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.001
Epoch  96 Batch  152/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  96 Batch  153/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  96 Batch  154/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  96 Batch  155/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  96 Batch  156/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  96 Batch  157/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  96 Batch  158/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.001
Epoch  96 Batch  159/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  96 Batch  160/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  96 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  96 Batch  162/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  96 Batch  163/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.001
Epoch  96 Batch  164/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  96 Batch  165/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  96 Batch  166/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  96 Batch  167/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.002
Epoch  96 Batch  168/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  96 Batch  169/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  96 Batch  170/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  96 Batch  171/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  96 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  96 Batch  173/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  96 Batch  174/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.001
Epoch  96 Batch  175/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  96 Batch  176/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  96 Batch  177/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  96 Batch  178/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  96 Batch  179/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  96 Batch  180/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  96 Batch  181/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch  182/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  96 Batch  183/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch  184/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch  185/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.001
Epoch  96 Batch  186/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  96 Batch  187/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch  188/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.001
Epoch  96 Batch  189/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  191/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.002
Epoch  96 Batch  192/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  96 Batch  193/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  96 Batch  194/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch  195/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  96 Batch  196/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  197/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  198/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  96 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.963, Loss:  0.002
Epoch  96 Batch  201/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  96 Batch  202/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  96 Batch  203/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  96 Batch  204/269 - Train Accuracy:  0.987, Validation Accuracy:  0.963, Loss:  0.001
Epoch  96 Batch  205/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  96 Batch  206/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.003
Epoch  96 Batch  207/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.001
Epoch  96 Batch  208/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch  209/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.001
Epoch  96 Batch  210/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  211/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.001
Epoch  96 Batch  212/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.003
Epoch  96 Batch  213/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch  214/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  215/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.002
Epoch  96 Batch  216/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  96 Batch  217/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  96 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.962, Loss:  0.002
Epoch  96 Batch  219/269 - Train Accuracy:  0.987, Validation Accuracy:  0.962, Loss:  0.001
Epoch  96 Batch  220/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.002
Epoch  96 Batch  221/269 - Train Accuracy:  0.987, Validation Accuracy:  0.961, Loss:  0.002
Epoch  96 Batch  222/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch  223/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  224/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch  225/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch  227/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch  228/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  96 Batch  229/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  96 Batch  230/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  96 Batch  231/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch  232/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  233/269 - Train Accuracy:  0.986, Validation Accuracy:  0.961, Loss:  0.002
Epoch  96 Batch  234/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.002
Epoch  96 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.963, Loss:  0.001
Epoch  96 Batch  236/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.003
Epoch  96 Batch  237/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  96 Batch  238/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  96 Batch  239/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch  240/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch  241/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.001
Epoch  96 Batch  243/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch  244/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  96 Batch  245/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  96 Batch  246/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch  247/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch  248/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch  249/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  96 Batch  250/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  96 Batch  251/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  96 Batch  252/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.001
Epoch  96 Batch  253/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  254/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  255/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  256/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  96 Batch  257/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch  258/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch  259/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  96 Batch  260/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  96 Batch  261/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  96 Batch  262/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.003
Epoch  96 Batch  263/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  96 Batch  264/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  96 Batch  265/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  96 Batch  266/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  96 Batch  267/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  97 Batch    0/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.003
Epoch  97 Batch    1/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.002
Epoch  97 Batch    2/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  97 Batch    3/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  97 Batch    4/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  97 Batch    5/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch    6/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  97 Batch    7/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch    8/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.003
Epoch  97 Batch    9/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch   10/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  97 Batch   11/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.003
Epoch  97 Batch   12/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.003
Epoch  97 Batch   13/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  97 Batch   14/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.003
Epoch  97 Batch   15/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch   16/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch   17/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch   18/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.001
Epoch  97 Batch   19/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  97 Batch   20/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  97 Batch   21/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch   22/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  97 Batch   23/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch   24/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  97 Batch   25/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch   26/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  97 Batch   27/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  97 Batch   28/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  97 Batch   29/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  97 Batch   30/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.003
Epoch  97 Batch   31/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  97 Batch   32/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch   33/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch   34/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch   35/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.004
Epoch  97 Batch   36/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  97 Batch   37/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch   38/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.003
Epoch  97 Batch   39/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch   40/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch   41/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch   42/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch   43/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch   44/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  97 Batch   45/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.003
Epoch  97 Batch   46/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.002
Epoch  97 Batch   47/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  97 Batch   48/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.004
Epoch  97 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  97 Batch   50/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  97 Batch   51/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  97 Batch   52/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.004
Epoch  97 Batch   53/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  97 Batch   54/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  97 Batch   55/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch   56/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch   57/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.003
Epoch  97 Batch   58/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  97 Batch   59/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch   60/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.003
Epoch  97 Batch   61/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch   62/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.003
Epoch  97 Batch   63/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch   64/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.003
Epoch  97 Batch   65/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch   66/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch   67/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  97 Batch   68/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  97 Batch   69/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch   70/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch   71/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  97 Batch   72/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.003
Epoch  97 Batch   73/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  97 Batch   74/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch   75/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch   76/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  97 Batch   77/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.002
Epoch  97 Batch   78/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  97 Batch   79/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.003
Epoch  97 Batch   80/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch   81/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch   82/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.001
Epoch  97 Batch   83/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.003
Epoch  97 Batch   84/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  97 Batch   85/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  97 Batch   86/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch   87/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  97 Batch   88/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  97 Batch   89/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch   90/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch   91/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch   92/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  97 Batch   93/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch   94/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  97 Batch   95/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch   96/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch   97/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  97 Batch   98/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  97 Batch   99/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  97 Batch  100/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.003
Epoch  97 Batch  101/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.003
Epoch  97 Batch  102/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch  103/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.004
Epoch  97 Batch  104/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch  105/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.001
Epoch  97 Batch  106/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.001
Epoch  97 Batch  107/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.002
Epoch  97 Batch  108/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.001
Epoch  97 Batch  109/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.002
Epoch  97 Batch  110/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.002
Epoch  97 Batch  111/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.002
Epoch  97 Batch  112/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch  113/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.002
Epoch  97 Batch  114/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch  115/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.001
Epoch  97 Batch  116/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch  117/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  97 Batch  118/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.002
Epoch  97 Batch  119/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  97 Batch  120/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.004
Epoch  97 Batch  121/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  97 Batch  122/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  97 Batch  123/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch  124/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  97 Batch  125/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  97 Batch  126/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  97 Batch  127/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  97 Batch  128/269 - Train Accuracy:  0.987, Validation Accuracy:  0.963, Loss:  0.002
Epoch  97 Batch  129/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.002
Epoch  97 Batch  130/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.003
Epoch  97 Batch  131/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  97 Batch  132/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.003
Epoch  97 Batch  133/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  97 Batch  135/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  97 Batch  136/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch  137/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  97 Batch  139/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  97 Batch  140/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  97 Batch  141/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  97 Batch  142/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch  143/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  97 Batch  144/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  97 Batch  146/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  97 Batch  147/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  97 Batch  148/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  97 Batch  149/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch  150/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch  151/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  97 Batch  152/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  97 Batch  153/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  97 Batch  154/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.002
Epoch  97 Batch  155/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  97 Batch  156/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  97 Batch  157/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.001
Epoch  97 Batch  158/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  97 Batch  159/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch  160/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  97 Batch  161/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  97 Batch  162/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  97 Batch  163/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch  164/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch  165/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch  166/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  97 Batch  167/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch  168/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  97 Batch  169/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  97 Batch  170/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch  171/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  97 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  97 Batch  173/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  97 Batch  174/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  97 Batch  175/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.003
Epoch  97 Batch  176/269 - Train Accuracy:  0.980, Validation Accuracy:  0.974, Loss:  0.002
Epoch  97 Batch  177/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  97 Batch  178/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  97 Batch  179/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  97 Batch  180/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  97 Batch  181/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  97 Batch  182/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch  183/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  97 Batch  184/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  97 Batch  185/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch  186/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  97 Batch  187/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  97 Batch  188/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  97 Batch  189/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.001
Epoch  97 Batch  190/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  97 Batch  191/269 - Train Accuracy:  0.984, Validation Accuracy:  0.962, Loss:  0.001
Epoch  97 Batch  192/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  97 Batch  193/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  97 Batch  194/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.001
Epoch  97 Batch  195/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.002
Epoch  97 Batch  196/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch  197/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  97 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  97 Batch  200/269 - Train Accuracy:  0.990, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch  201/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch  202/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch  203/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch  204/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch  205/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.001
Epoch  97 Batch  206/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  97 Batch  207/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.002
Epoch  97 Batch  208/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  97 Batch  209/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  97 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.002
Epoch  97 Batch  211/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch  212/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch  213/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  97 Batch  214/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  97 Batch  215/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  97 Batch  216/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch  217/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  97 Batch  219/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  97 Batch  220/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch  221/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch  222/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch  223/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  97 Batch  224/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  97 Batch  225/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  97 Batch  226/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch  227/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  97 Batch  228/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.001
Epoch  97 Batch  229/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  97 Batch  230/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  97 Batch  231/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch  232/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch  233/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  97 Batch  234/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  97 Batch  235/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  97 Batch  236/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  97 Batch  237/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.001
Epoch  97 Batch  238/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  97 Batch  239/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  97 Batch  240/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  97 Batch  241/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  97 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch  243/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  97 Batch  244/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  97 Batch  245/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  97 Batch  246/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  97 Batch  247/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.001
Epoch  97 Batch  248/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  97 Batch  249/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  97 Batch  250/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  97 Batch  251/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  97 Batch  252/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.001
Epoch  97 Batch  253/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.001
Epoch  97 Batch  254/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  97 Batch  255/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  97 Batch  256/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  97 Batch  257/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  97 Batch  258/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.001
Epoch  97 Batch  259/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  97 Batch  260/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  97 Batch  261/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  97 Batch  262/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  97 Batch  263/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  97 Batch  264/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  97 Batch  265/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  97 Batch  266/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  97 Batch  267/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  98 Batch    0/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  98 Batch    1/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.002
Epoch  98 Batch    2/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  98 Batch    4/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  98 Batch    5/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  98 Batch    6/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  98 Batch    7/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  98 Batch    8/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.002
Epoch  98 Batch    9/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.001
Epoch  98 Batch   10/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch   11/269 - Train Accuracy:  0.983, Validation Accuracy:  0.960, Loss:  0.002
Epoch  98 Batch   12/269 - Train Accuracy:  0.985, Validation Accuracy:  0.960, Loss:  0.002
Epoch  98 Batch   13/269 - Train Accuracy:  0.986, Validation Accuracy:  0.959, Loss:  0.002
Epoch  98 Batch   14/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.002
Epoch  98 Batch   15/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.002
Epoch  98 Batch   16/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch   17/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch   18/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  98 Batch   19/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch   20/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch   21/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.003
Epoch  98 Batch   22/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.002
Epoch  98 Batch   23/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  98 Batch   24/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch   25/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.003
Epoch  98 Batch   26/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch   27/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch   28/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.002
Epoch  98 Batch   29/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  98 Batch   30/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.003
Epoch  98 Batch   31/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch   32/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  98 Batch   34/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  98 Batch   35/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.004
Epoch  98 Batch   36/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  98 Batch   37/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  98 Batch   38/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch   39/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  98 Batch   40/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch   41/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch   42/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.001
Epoch  98 Batch   43/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  98 Batch   44/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.002
Epoch  98 Batch   45/269 - Train Accuracy:  0.985, Validation Accuracy:  0.962, Loss:  0.002
Epoch  98 Batch   46/269 - Train Accuracy:  0.984, Validation Accuracy:  0.959, Loss:  0.002
Epoch  98 Batch   47/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.003
Epoch  98 Batch   48/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch   49/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.002
Epoch  98 Batch   50/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch   51/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  98 Batch   52/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch   53/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch   54/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.003
Epoch  98 Batch   55/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  98 Batch   56/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  98 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.003
Epoch  98 Batch   58/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.002
Epoch  98 Batch   59/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.001
Epoch  98 Batch   60/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.002
Epoch  98 Batch   61/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.003
Epoch  98 Batch   62/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  98 Batch   63/269 - Train Accuracy:  0.984, Validation Accuracy:  0.974, Loss:  0.002
Epoch  98 Batch   64/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.001
Epoch  98 Batch   65/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.001
Epoch  98 Batch   66/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  98 Batch   67/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.002
Epoch  98 Batch   68/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.002
Epoch  98 Batch   69/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.002
Epoch  98 Batch   70/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  98 Batch   71/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch   72/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch   73/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.001
Epoch  98 Batch   74/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.002
Epoch  98 Batch   75/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.003
Epoch  98 Batch   76/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch   77/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch   78/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch   79/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch   80/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch   81/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  98 Batch   82/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch   83/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch   84/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch   85/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch   86/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch   87/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch   88/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  98 Batch   89/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  98 Batch   90/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch   91/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch   92/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch   93/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch   94/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch   95/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch   96/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch   97/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  98 Batch   98/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch   99/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch  100/269 - Train Accuracy:  0.989, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch  101/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  98 Batch  102/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch  103/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch  104/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch  105/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch  106/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch  107/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.001
Epoch  98 Batch  108/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch  109/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch  110/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch  111/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch  112/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch  113/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.002
Epoch  98 Batch  114/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  98 Batch  115/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch  116/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch  117/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch  118/269 - Train Accuracy:  0.989, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch  119/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch  120/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch  121/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch  122/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch  123/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch  124/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch  125/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  98 Batch  126/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch  127/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch  128/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch  129/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  98 Batch  130/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  98 Batch  131/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  98 Batch  132/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  98 Batch  133/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  98 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  98 Batch  135/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch  136/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  98 Batch  137/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch  139/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch  140/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch  141/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  98 Batch  142/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  98 Batch  143/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  98 Batch  144/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  98 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  98 Batch  146/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  98 Batch  147/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.001
Epoch  98 Batch  148/269 - Train Accuracy:  0.984, Validation Accuracy:  0.973, Loss:  0.001
Epoch  98 Batch  149/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  98 Batch  150/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  98 Batch  151/269 - Train Accuracy:  0.987, Validation Accuracy:  0.972, Loss:  0.001
Epoch  98 Batch  152/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  98 Batch  153/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.003
Epoch  98 Batch  154/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.002
Epoch  98 Batch  155/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  98 Batch  156/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch  157/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  98 Batch  158/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch  159/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  98 Batch  160/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  98 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  98 Batch  162/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.002
Epoch  98 Batch  163/269 - Train Accuracy:  0.988, Validation Accuracy:  0.973, Loss:  0.002
Epoch  98 Batch  164/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.001
Epoch  98 Batch  165/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  98 Batch  166/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.001
Epoch  98 Batch  167/269 - Train Accuracy:  0.988, Validation Accuracy:  0.971, Loss:  0.001
Epoch  98 Batch  168/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  98 Batch  169/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch  170/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  98 Batch  171/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  98 Batch  173/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch  174/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  98 Batch  175/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  98 Batch  176/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  98 Batch  177/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  98 Batch  178/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.002
Epoch  98 Batch  179/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.001
Epoch  98 Batch  180/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  98 Batch  181/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  98 Batch  182/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  98 Batch  183/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  98 Batch  184/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  98 Batch  185/269 - Train Accuracy:  0.988, Validation Accuracy:  0.970, Loss:  0.001
Epoch  98 Batch  186/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  98 Batch  187/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  98 Batch  188/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  98 Batch  189/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch  191/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.001
Epoch  98 Batch  192/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch  193/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.001
Epoch  98 Batch  194/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  98 Batch  195/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch  196/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch  197/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch  198/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.003
Epoch  98 Batch  200/269 - Train Accuracy:  0.989, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch  201/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch  202/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch  203/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch  204/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch  205/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch  206/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch  207/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  98 Batch  208/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  98 Batch  209/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  98 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch  211/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch  212/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch  213/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  98 Batch  214/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch  215/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch  216/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.002
Epoch  98 Batch  217/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.002
Epoch  98 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.001
Epoch  98 Batch  219/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.001
Epoch  98 Batch  220/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch  221/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.003
Epoch  98 Batch  222/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  98 Batch  223/269 - Train Accuracy:  0.986, Validation Accuracy:  0.964, Loss:  0.001
Epoch  98 Batch  224/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch  225/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  98 Batch  226/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch  227/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch  228/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  98 Batch  229/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  98 Batch  230/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  98 Batch  231/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  98 Batch  232/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch  233/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch  234/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.002
Epoch  98 Batch  235/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.001
Epoch  98 Batch  236/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.001
Epoch  98 Batch  237/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch  238/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch  239/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch  240/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  98 Batch  241/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  98 Batch  242/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  98 Batch  243/269 - Train Accuracy:  0.989, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch  244/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch  245/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  98 Batch  246/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.001
Epoch  98 Batch  247/269 - Train Accuracy:  0.988, Validation Accuracy:  0.972, Loss:  0.001
Epoch  98 Batch  248/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  98 Batch  249/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  98 Batch  250/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  98 Batch  251/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch  252/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  98 Batch  253/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  98 Batch  254/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.001
Epoch  98 Batch  255/269 - Train Accuracy:  0.987, Validation Accuracy:  0.963, Loss:  0.001
Epoch  98 Batch  256/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.001
Epoch  98 Batch  257/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.001
Epoch  98 Batch  258/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.002
Epoch  98 Batch  259/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.003
Epoch  98 Batch  260/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.001
Epoch  98 Batch  261/269 - Train Accuracy:  0.986, Validation Accuracy:  0.962, Loss:  0.001
Epoch  98 Batch  262/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  98 Batch  263/269 - Train Accuracy:  0.985, Validation Accuracy:  0.961, Loss:  0.001
Epoch  98 Batch  264/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.001
Epoch  98 Batch  265/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.003
Epoch  98 Batch  266/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.001
Epoch  98 Batch  267/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  99 Batch    0/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.001
Epoch  99 Batch    1/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch    2/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch    3/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  99 Batch    4/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  99 Batch    5/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch    6/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  99 Batch    7/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch    8/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch    9/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch   10/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch   11/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.002
Epoch  99 Batch   12/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.001
Epoch  99 Batch   13/269 - Train Accuracy:  0.987, Validation Accuracy:  0.962, Loss:  0.001
Epoch  99 Batch   14/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch   15/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch   16/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.002
Epoch  99 Batch   17/269 - Train Accuracy:  0.985, Validation Accuracy:  0.975, Loss:  0.001
Epoch  99 Batch   18/269 - Train Accuracy:  0.986, Validation Accuracy:  0.974, Loss:  0.002
Epoch  99 Batch   19/269 - Train Accuracy:  0.988, Validation Accuracy:  0.972, Loss:  0.001
Epoch  99 Batch   20/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  99 Batch   21/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch   22/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch   23/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch   24/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.003
Epoch  99 Batch   25/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch   26/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch   27/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  99 Batch   28/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.001
Epoch  99 Batch   29/269 - Train Accuracy:  0.984, Validation Accuracy:  0.959, Loss:  0.002
Epoch  99 Batch   30/269 - Train Accuracy:  0.984, Validation Accuracy:  0.958, Loss:  0.002
Epoch  99 Batch   31/269 - Train Accuracy:  0.984, Validation Accuracy:  0.959, Loss:  0.001
Epoch  99 Batch   32/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.001
Epoch  99 Batch   33/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  99 Batch   34/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch   35/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  99 Batch   36/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch   37/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch   38/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch   39/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.002
Epoch  99 Batch   40/269 - Train Accuracy:  0.986, Validation Accuracy:  0.971, Loss:  0.001
Epoch  99 Batch   41/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch   42/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch   43/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  99 Batch   44/269 - Train Accuracy:  0.987, Validation Accuracy:  0.963, Loss:  0.001
Epoch  99 Batch   45/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.002
Epoch  99 Batch   46/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.002
Epoch  99 Batch   47/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  99 Batch   48/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  99 Batch   49/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch   50/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch   51/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch   52/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch   53/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.001
Epoch  99 Batch   54/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch   55/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch   56/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch   57/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch   58/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch   59/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch   60/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.002
Epoch  99 Batch   61/269 - Train Accuracy:  0.985, Validation Accuracy:  0.961, Loss:  0.002
Epoch  99 Batch   62/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  99 Batch   63/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch   64/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch   65/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch   66/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch   67/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  99 Batch   68/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.002
Epoch  99 Batch   69/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch   70/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch   71/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch   72/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch   73/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  99 Batch   74/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  99 Batch   75/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  99 Batch   76/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch   77/269 - Train Accuracy:  0.988, Validation Accuracy:  0.963, Loss:  0.001
Epoch  99 Batch   78/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.002
Epoch  99 Batch   79/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.002
Epoch  99 Batch   80/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch   81/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch   82/269 - Train Accuracy:  0.988, Validation Accuracy:  0.964, Loss:  0.001
Epoch  99 Batch   83/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch   84/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch   85/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  99 Batch   86/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch   87/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  99 Batch   88/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch   89/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  99 Batch   90/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch   91/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch   92/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.003
Epoch  99 Batch   93/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  99 Batch   94/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.001
Epoch  99 Batch   95/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch   96/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch   97/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch   98/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  99 Batch   99/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch  100/269 - Train Accuracy:  0.989, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch  101/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  99 Batch  102/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  99 Batch  103/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.002
Epoch  99 Batch  104/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch  105/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  99 Batch  106/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  99 Batch  107/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch  108/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch  109/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.001
Epoch  99 Batch  110/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch  111/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  99 Batch  112/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.002
Epoch  99 Batch  113/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.003
Epoch  99 Batch  114/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch  115/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  99 Batch  116/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch  117/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch  118/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch  119/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch  120/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch  121/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  99 Batch  122/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch  123/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.003
Epoch  99 Batch  124/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.003
Epoch  99 Batch  125/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  99 Batch  126/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch  127/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  99 Batch  128/269 - Train Accuracy:  0.987, Validation Accuracy:  0.967, Loss:  0.001
Epoch  99 Batch  129/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch  130/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.002
Epoch  99 Batch  131/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch  132/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.003
Epoch  99 Batch  133/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch  134/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  99 Batch  135/269 - Train Accuracy:  0.984, Validation Accuracy:  0.972, Loss:  0.001
Epoch  99 Batch  136/269 - Train Accuracy:  0.983, Validation Accuracy:  0.973, Loss:  0.002
Epoch  99 Batch  137/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  99 Batch  138/269 - Train Accuracy:  0.985, Validation Accuracy:  0.973, Loss:  0.003
Epoch  99 Batch  139/269 - Train Accuracy:  0.986, Validation Accuracy:  0.973, Loss:  0.002
Epoch  99 Batch  140/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  99 Batch  141/269 - Train Accuracy:  0.987, Validation Accuracy:  0.971, Loss:  0.001
Epoch  99 Batch  142/269 - Train Accuracy:  0.983, Validation Accuracy:  0.971, Loss:  0.002
Epoch  99 Batch  143/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.002
Epoch  99 Batch  144/269 - Train Accuracy:  0.985, Validation Accuracy:  0.971, Loss:  0.001
Epoch  99 Batch  145/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  99 Batch  146/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.001
Epoch  99 Batch  147/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.003
Epoch  99 Batch  148/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch  149/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch  150/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  99 Batch  151/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch  152/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  99 Batch  153/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch  154/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.001
Epoch  99 Batch  155/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  99 Batch  156/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch  157/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch  158/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch  159/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  99 Batch  160/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch  161/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  99 Batch  162/269 - Train Accuracy:  0.987, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch  163/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch  164/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch  165/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch  166/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch  167/269 - Train Accuracy:  0.987, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch  168/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.001
Epoch  99 Batch  169/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.001
Epoch  99 Batch  170/269 - Train Accuracy:  0.987, Validation Accuracy:  0.973, Loss:  0.001
Epoch  99 Batch  171/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  99 Batch  172/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.003
Epoch  99 Batch  173/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch  174/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.001
Epoch  99 Batch  175/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch  176/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.001
Epoch  99 Batch  177/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  99 Batch  178/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch  179/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch  180/269 - Train Accuracy:  0.986, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch  181/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
Epoch  99 Batch  182/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch  183/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  99 Batch  184/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  99 Batch  185/269 - Train Accuracy:  0.987, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch  186/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch  187/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch  188/269 - Train Accuracy:  0.988, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch  189/269 - Train Accuracy:  0.987, Validation Accuracy:  0.964, Loss:  0.002
Epoch  99 Batch  190/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.002
Epoch  99 Batch  191/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.001
Epoch  99 Batch  192/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch  193/269 - Train Accuracy:  0.984, Validation Accuracy:  0.967, Loss:  0.002
Epoch  99 Batch  194/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.001
Epoch  99 Batch  195/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch  196/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.002
Epoch  99 Batch  197/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  99 Batch  198/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.001
Epoch  99 Batch  199/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch  200/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch  201/269 - Train Accuracy:  0.985, Validation Accuracy:  0.964, Loss:  0.002
Epoch  99 Batch  202/269 - Train Accuracy:  0.984, Validation Accuracy:  0.964, Loss:  0.001
Epoch  99 Batch  203/269 - Train Accuracy:  0.988, Validation Accuracy:  0.962, Loss:  0.001
Epoch  99 Batch  204/269 - Train Accuracy:  0.987, Validation Accuracy:  0.960, Loss:  0.002
Epoch  99 Batch  205/269 - Train Accuracy:  0.984, Validation Accuracy:  0.961, Loss:  0.001
Epoch  99 Batch  206/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  99 Batch  207/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.002
Epoch  99 Batch  208/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  99 Batch  209/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch  210/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.001
Epoch  99 Batch  211/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch  212/269 - Train Accuracy:  0.988, Validation Accuracy:  0.967, Loss:  0.002
Epoch  99 Batch  213/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch  214/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.001
Epoch  99 Batch  215/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  99 Batch  216/269 - Train Accuracy:  0.985, Validation Accuracy:  0.966, Loss:  0.003
Epoch  99 Batch  217/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  99 Batch  218/269 - Train Accuracy:  0.987, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch  219/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch  220/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.002
Epoch  99 Batch  221/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  99 Batch  222/269 - Train Accuracy:  0.988, Validation Accuracy:  0.964, Loss:  0.001
Epoch  99 Batch  223/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  99 Batch  224/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  99 Batch  225/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.003
Epoch  99 Batch  226/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.001
Epoch  99 Batch  227/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.002
Epoch  99 Batch  228/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  99 Batch  229/269 - Train Accuracy:  0.985, Validation Accuracy:  0.965, Loss:  0.002
Epoch  99 Batch  230/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.002
Epoch  99 Batch  231/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.002
Epoch  99 Batch  232/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.003
Epoch  99 Batch  233/269 - Train Accuracy:  0.988, Validation Accuracy:  0.966, Loss:  0.001
Epoch  99 Batch  234/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.002
Epoch  99 Batch  235/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  99 Batch  236/269 - Train Accuracy:  0.986, Validation Accuracy:  0.967, Loss:  0.002
Epoch  99 Batch  237/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.003
Epoch  99 Batch  238/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.003
Epoch  99 Batch  239/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.003
Epoch  99 Batch  240/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.003
Epoch  99 Batch  241/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch  242/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.001
Epoch  99 Batch  243/269 - Train Accuracy:  0.988, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch  244/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch  245/269 - Train Accuracy:  0.986, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch  246/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch  247/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  99 Batch  248/269 - Train Accuracy:  0.985, Validation Accuracy:  0.969, Loss:  0.002
Epoch  99 Batch  249/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch  250/269 - Train Accuracy:  0.988, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch  251/269 - Train Accuracy:  0.985, Validation Accuracy:  0.968, Loss:  0.002
Epoch  99 Batch  252/269 - Train Accuracy:  0.985, Validation Accuracy:  0.967, Loss:  0.002
Epoch  99 Batch  253/269 - Train Accuracy:  0.985, Validation Accuracy:  0.972, Loss:  0.002
Epoch  99 Batch  254/269 - Train Accuracy:  0.982, Validation Accuracy:  0.975, Loss:  0.003
Epoch  99 Batch  255/269 - Train Accuracy:  0.987, Validation Accuracy:  0.970, Loss:  0.002
Epoch  99 Batch  256/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.002
Epoch  99 Batch  257/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.003
Epoch  99 Batch  258/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.003
Epoch  99 Batch  259/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  99 Batch  260/269 - Train Accuracy:  0.986, Validation Accuracy:  0.972, Loss:  0.002
Epoch  99 Batch  261/269 - Train Accuracy:  0.984, Validation Accuracy:  0.971, Loss:  0.002
Epoch  99 Batch  262/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.003
Epoch  99 Batch  263/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  99 Batch  264/269 - Train Accuracy:  0.986, Validation Accuracy:  0.970, Loss:  0.002
Epoch  99 Batch  265/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.003
Epoch  99 Batch  266/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.001
Epoch  99 Batch  267/269 - Train Accuracy:  0.985, Validation Accuracy:  0.970, Loss:  0.002
>>>>>>> 307c83c... submission_01
=======
Epoch  27 Batch   46/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.013
Epoch  27 Batch   47/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.015
Epoch  27 Batch   48/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.017
Epoch  27 Batch   49/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.023
Epoch  27 Batch   50/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.024
Epoch  27 Batch   51/269 - Train Accuracy:  0.959, Validation Accuracy:  0.950, Loss:  0.020
Epoch  27 Batch   52/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.016
Epoch  27 Batch   53/269 - Train Accuracy:  0.961, Validation Accuracy:  0.945, Loss:  0.019
Epoch  27 Batch   54/269 - Train Accuracy:  0.966, Validation Accuracy:  0.943, Loss:  0.021
Epoch  27 Batch   55/269 - Train Accuracy:  0.951, Validation Accuracy:  0.944, Loss:  0.019
Epoch  27 Batch   56/269 - Train Accuracy:  0.943, Validation Accuracy:  0.948, Loss:  0.026
Epoch  27 Batch   57/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.024
Epoch  27 Batch   58/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.021
Epoch  27 Batch   59/269 - Train Accuracy:  0.964, Validation Accuracy:  0.949, Loss:  0.015
Epoch  27 Batch   60/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.026
Epoch  27 Batch   61/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch   62/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.021
Epoch  27 Batch   63/269 - Train Accuracy:  0.950, Validation Accuracy:  0.947, Loss:  0.023
Epoch  27 Batch   64/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.020
Epoch  27 Batch   65/269 - Train Accuracy:  0.951, Validation Accuracy:  0.942, Loss:  0.019
Epoch  27 Batch   66/269 - Train Accuracy:  0.953, Validation Accuracy:  0.941, Loss:  0.023
Epoch  27 Batch   67/269 - Train Accuracy:  0.952, Validation Accuracy:  0.939, Loss:  0.024
Epoch  27 Batch   68/269 - Train Accuracy:  0.943, Validation Accuracy:  0.945, Loss:  0.022
Epoch  27 Batch   69/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.024
Epoch  27 Batch   70/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.020
Epoch  27 Batch   71/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.021
Epoch  27 Batch   72/269 - Train Accuracy:  0.945, Validation Accuracy:  0.943, Loss:  0.024
Epoch  27 Batch   73/269 - Train Accuracy:  0.948, Validation Accuracy:  0.952, Loss:  0.025
Epoch  27 Batch   74/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.021
Epoch  27 Batch   75/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.019
Epoch  27 Batch   76/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.019
Epoch  27 Batch   77/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.022
Epoch  27 Batch   78/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.018
Epoch  27 Batch   79/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.023
Epoch  27 Batch   80/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.020
Epoch  27 Batch   81/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.024
Epoch  27 Batch   82/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.015
Epoch  27 Batch   83/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.026
Epoch  27 Batch   84/269 - Train Accuracy:  0.963, Validation Accuracy:  0.945, Loss:  0.021
Epoch  27 Batch   85/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.019
Epoch  27 Batch   86/269 - Train Accuracy:  0.962, Validation Accuracy:  0.943, Loss:  0.016
Epoch  27 Batch   87/269 - Train Accuracy:  0.957, Validation Accuracy:  0.940, Loss:  0.020
Epoch  27 Batch   88/269 - Train Accuracy:  0.952, Validation Accuracy:  0.938, Loss:  0.019
Epoch  27 Batch   89/269 - Train Accuracy:  0.963, Validation Accuracy:  0.947, Loss:  0.020
Epoch  27 Batch   90/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.018
Epoch  27 Batch   91/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.019
Epoch  27 Batch   92/269 - Train Accuracy:  0.954, Validation Accuracy:  0.941, Loss:  0.019
Epoch  27 Batch   93/269 - Train Accuracy:  0.955, Validation Accuracy:  0.943, Loss:  0.018
Epoch  27 Batch   94/269 - Train Accuracy:  0.955, Validation Accuracy:  0.942, Loss:  0.024
Epoch  27 Batch   95/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.017
Epoch  27 Batch   96/269 - Train Accuracy:  0.948, Validation Accuracy:  0.943, Loss:  0.023
Epoch  27 Batch   97/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.019
Epoch  27 Batch   98/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.023
Epoch  27 Batch   99/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.018
Epoch  27 Batch  100/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.021
Epoch  27 Batch  101/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.025
Epoch  27 Batch  102/269 - Train Accuracy:  0.948, Validation Accuracy:  0.945, Loss:  0.022
Epoch  27 Batch  103/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.019
Epoch  27 Batch  104/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.020
Epoch  27 Batch  105/269 - Train Accuracy:  0.952, Validation Accuracy:  0.944, Loss:  0.021
Epoch  27 Batch  106/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.016
Epoch  27 Batch  107/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.018
Epoch  27 Batch  108/269 - Train Accuracy:  0.958, Validation Accuracy:  0.946, Loss:  0.018
Epoch  27 Batch  109/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.019
Epoch  27 Batch  110/269 - Train Accuracy:  0.953, Validation Accuracy:  0.944, Loss:  0.017
Epoch  27 Batch  111/269 - Train Accuracy:  0.962, Validation Accuracy:  0.944, Loss:  0.017
Epoch  27 Batch  112/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.018
Epoch  27 Batch  113/269 - Train Accuracy:  0.954, Validation Accuracy:  0.947, Loss:  0.019
Epoch  27 Batch  114/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.021
Epoch  27 Batch  115/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.020
Epoch  27 Batch  116/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.016
Epoch  27 Batch  117/269 - Train Accuracy:  0.956, Validation Accuracy:  0.945, Loss:  0.017
Epoch  27 Batch  118/269 - Train Accuracy:  0.962, Validation Accuracy:  0.946, Loss:  0.016
Epoch  27 Batch  119/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.022
Epoch  27 Batch  120/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.019
Epoch  27 Batch  121/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.016
Epoch  27 Batch  122/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.021
Epoch  27 Batch  123/269 - Train Accuracy:  0.947, Validation Accuracy:  0.950, Loss:  0.020
Epoch  27 Batch  124/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.016
Epoch  27 Batch  125/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.018
Epoch  27 Batch  126/269 - Train Accuracy:  0.946, Validation Accuracy:  0.949, Loss:  0.020
Epoch  27 Batch  127/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.020
Epoch  27 Batch  128/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.020
Epoch  27 Batch  129/269 - Train Accuracy:  0.949, Validation Accuracy:  0.955, Loss:  0.020
Epoch  27 Batch  130/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.020
Epoch  27 Batch  131/269 - Train Accuracy:  0.950, Validation Accuracy:  0.953, Loss:  0.025
Epoch  27 Batch  132/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.021
Epoch  27 Batch  133/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.018
Epoch  27 Batch  134/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.019
Epoch  27 Batch  135/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.017
Epoch  27 Batch  136/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.020
Epoch  27 Batch  137/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.021
Epoch  27 Batch  138/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.017
Epoch  27 Batch  139/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.015
Epoch  27 Batch  140/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.020
Epoch  27 Batch  141/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.021
Epoch  27 Batch  142/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.020
Epoch  27 Batch  143/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.017
Epoch  27 Batch  144/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.015
Epoch  27 Batch  145/269 - Train Accuracy:  0.967, Validation Accuracy:  0.951, Loss:  0.014
Epoch  27 Batch  146/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.017
Epoch  27 Batch  147/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.019
Epoch  27 Batch  148/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch  149/269 - Train Accuracy:  0.955, Validation Accuracy:  0.946, Loss:  0.020
Epoch  27 Batch  150/269 - Train Accuracy:  0.960, Validation Accuracy:  0.941, Loss:  0.021
Epoch  27 Batch  151/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch  152/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.016
Epoch  27 Batch  153/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.016
Epoch  27 Batch  154/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.017
Epoch  27 Batch  155/269 - Train Accuracy:  0.949, Validation Accuracy:  0.949, Loss:  0.018
Epoch  27 Batch  156/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.017
Epoch  27 Batch  157/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.015
Epoch  27 Batch  158/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.018
Epoch  27 Batch  159/269 - Train Accuracy:  0.954, Validation Accuracy:  0.947, Loss:  0.016
Epoch  27 Batch  160/269 - Train Accuracy:  0.957, Validation Accuracy:  0.943, Loss:  0.017
Epoch  27 Batch  161/269 - Train Accuracy:  0.961, Validation Accuracy:  0.944, Loss:  0.017
Epoch  27 Batch  162/269 - Train Accuracy:  0.966, Validation Accuracy:  0.945, Loss:  0.017
Epoch  27 Batch  163/269 - Train Accuracy:  0.965, Validation Accuracy:  0.947, Loss:  0.016
Epoch  27 Batch  164/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.018
Epoch  27 Batch  165/269 - Train Accuracy:  0.965, Validation Accuracy:  0.945, Loss:  0.017
Epoch  27 Batch  166/269 - Train Accuracy:  0.962, Validation Accuracy:  0.944, Loss:  0.019
Epoch  27 Batch  167/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch  168/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.019
Epoch  27 Batch  169/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.015
Epoch  27 Batch  170/269 - Train Accuracy:  0.957, Validation Accuracy:  0.945, Loss:  0.021
Epoch  27 Batch  171/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.019
Epoch  27 Batch  172/269 - Train Accuracy:  0.968, Validation Accuracy:  0.944, Loss:  0.017
Epoch  27 Batch  173/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.017
Epoch  27 Batch  174/269 - Train Accuracy:  0.959, Validation Accuracy:  0.946, Loss:  0.019
Epoch  27 Batch  175/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.026
Epoch  27 Batch  176/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch  177/269 - Train Accuracy:  0.965, Validation Accuracy:  0.945, Loss:  0.015
Epoch  27 Batch  178/269 - Train Accuracy:  0.962, Validation Accuracy:  0.945, Loss:  0.017
Epoch  27 Batch  179/269 - Train Accuracy:  0.955, Validation Accuracy:  0.944, Loss:  0.017
Epoch  27 Batch  180/269 - Train Accuracy:  0.962, Validation Accuracy:  0.940, Loss:  0.018
Epoch  27 Batch  181/269 - Train Accuracy:  0.959, Validation Accuracy:  0.941, Loss:  0.022
Epoch  27 Batch  182/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.017
Epoch  27 Batch  183/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.017
Epoch  27 Batch  184/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.019
Epoch  27 Batch  185/269 - Train Accuracy:  0.969, Validation Accuracy:  0.945, Loss:  0.015
Epoch  27 Batch  186/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.017
Epoch  27 Batch  187/269 - Train Accuracy:  0.959, Validation Accuracy:  0.944, Loss:  0.017
Epoch  27 Batch  188/269 - Train Accuracy:  0.966, Validation Accuracy:  0.945, Loss:  0.017
Epoch  27 Batch  189/269 - Train Accuracy:  0.963, Validation Accuracy:  0.949, Loss:  0.018
Epoch  27 Batch  190/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch  191/269 - Train Accuracy:  0.963, Validation Accuracy:  0.947, Loss:  0.018
Epoch  27 Batch  192/269 - Train Accuracy:  0.969, Validation Accuracy:  0.949, Loss:  0.015
Epoch  27 Batch  193/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.016
Epoch  27 Batch  194/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.020
Epoch  27 Batch  195/269 - Train Accuracy:  0.959, Validation Accuracy:  0.950, Loss:  0.017
Epoch  27 Batch  196/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.018
Epoch  27 Batch  197/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.016
Epoch  27 Batch  198/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.017
Epoch  27 Batch  199/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.017
Epoch  27 Batch  200/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.015
Epoch  27 Batch  201/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.019
Epoch  27 Batch  202/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.019
Epoch  27 Batch  203/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.022
Epoch  27 Batch  204/269 - Train Accuracy:  0.967, Validation Accuracy:  0.948, Loss:  0.020
Epoch  27 Batch  205/269 - Train Accuracy:  0.963, Validation Accuracy:  0.947, Loss:  0.016
Epoch  27 Batch  206/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.022
Epoch  27 Batch  207/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.019
Epoch  27 Batch  208/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.019
Epoch  27 Batch  209/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.017
Epoch  27 Batch  210/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.018
Epoch  27 Batch  211/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.018
Epoch  27 Batch  212/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.022
Epoch  27 Batch  213/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.018
Epoch  27 Batch  214/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.020
Epoch  27 Batch  215/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.019
Epoch  27 Batch  216/269 - Train Accuracy:  0.948, Validation Accuracy:  0.953, Loss:  0.026
Epoch  27 Batch  217/269 - Train Accuracy:  0.946, Validation Accuracy:  0.954, Loss:  0.021
Epoch  27 Batch  218/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.015
Epoch  27 Batch  219/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.019
Epoch  27 Batch  220/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.021
Epoch  27 Batch  221/269 - Train Accuracy:  0.950, Validation Accuracy:  0.949, Loss:  0.019
Epoch  27 Batch  222/269 - Train Accuracy:  0.964, Validation Accuracy:  0.947, Loss:  0.014
Epoch  27 Batch  223/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.015
Epoch  27 Batch  224/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.022
Epoch  27 Batch  225/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.018
Epoch  27 Batch  226/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.020
Epoch  27 Batch  227/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.021
Epoch  27 Batch  228/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.017
Epoch  27 Batch  229/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.016
Epoch  27 Batch  230/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.017
Epoch  27 Batch  231/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.020
Epoch  27 Batch  232/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.018
Epoch  27 Batch  233/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.017
Epoch  27 Batch  234/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.018
Epoch  27 Batch  235/269 - Train Accuracy:  0.969, Validation Accuracy:  0.948, Loss:  0.013
Epoch  27 Batch  236/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.019
Epoch  27 Batch  237/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.017
Epoch  27 Batch  238/269 - Train Accuracy:  0.963, Validation Accuracy:  0.946, Loss:  0.016
Epoch  27 Batch  239/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.018
Epoch  27 Batch  240/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.018
Epoch  27 Batch  241/269 - Train Accuracy:  0.941, Validation Accuracy:  0.947, Loss:  0.024
Epoch  27 Batch  242/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.018
Epoch  27 Batch  243/269 - Train Accuracy:  0.969, Validation Accuracy:  0.949, Loss:  0.014
Epoch  27 Batch  244/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.018
Epoch  27 Batch  245/269 - Train Accuracy:  0.954, Validation Accuracy:  0.946, Loss:  0.017
Epoch  27 Batch  246/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.022
Epoch  27 Batch  247/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.024
Epoch  27 Batch  248/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.015
Epoch  27 Batch  249/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.018
Epoch  27 Batch  250/269 - Train Accuracy:  0.957, Validation Accuracy:  0.947, Loss:  0.020
Epoch  27 Batch  251/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.020
Epoch  27 Batch  252/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.016
Epoch  27 Batch  253/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.017
Epoch  27 Batch  254/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.016
Epoch  27 Batch  255/269 - Train Accuracy:  0.963, Validation Accuracy:  0.946, Loss:  0.017
Epoch  27 Batch  256/269 - Train Accuracy:  0.951, Validation Accuracy:  0.946, Loss:  0.018
Epoch  27 Batch  257/269 - Train Accuracy:  0.952, Validation Accuracy:  0.945, Loss:  0.019
Epoch  27 Batch  258/269 - Train Accuracy:  0.965, Validation Accuracy:  0.944, Loss:  0.016
Epoch  27 Batch  259/269 - Train Accuracy:  0.965, Validation Accuracy:  0.940, Loss:  0.018
Epoch  27 Batch  260/269 - Train Accuracy:  0.956, Validation Accuracy:  0.943, Loss:  0.022
Epoch  27 Batch  261/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.018
Epoch  27 Batch  262/269 - Train Accuracy:  0.954, Validation Accuracy:  0.945, Loss:  0.020
Epoch  27 Batch  263/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.018
Epoch  27 Batch  264/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.020
Epoch  27 Batch  265/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.019
Epoch  27 Batch  266/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.014
Epoch  27 Batch  267/269 - Train Accuracy:  0.965, Validation Accuracy:  0.948, Loss:  0.018
Epoch  28 Batch    0/269 - Train Accuracy:  0.966, Validation Accuracy:  0.947, Loss:  0.018
Epoch  28 Batch    1/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.017
Epoch  28 Batch    2/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.022
Epoch  28 Batch    3/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.018
Epoch  28 Batch    4/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.021
Epoch  28 Batch    5/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.018
Epoch  28 Batch    6/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.016
Epoch  28 Batch    7/269 - Train Accuracy:  0.959, Validation Accuracy:  0.946, Loss:  0.017
Epoch  28 Batch    8/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.018
Epoch  28 Batch    9/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.020
Epoch  28 Batch   10/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.017
Epoch  28 Batch   11/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.020
Epoch  28 Batch   12/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.021
Epoch  28 Batch   13/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.016
Epoch  28 Batch   14/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.017
Epoch  28 Batch   15/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.013
Epoch  28 Batch   16/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.020
Epoch  28 Batch   17/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  28 Batch   18/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.018
Epoch  28 Batch   19/269 - Train Accuracy:  0.969, Validation Accuracy:  0.949, Loss:  0.015
Epoch  28 Batch   20/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.018
Epoch  28 Batch   21/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.021
Epoch  28 Batch   22/269 - Train Accuracy:  0.967, Validation Accuracy:  0.946, Loss:  0.016
Epoch  28 Batch   23/269 - Train Accuracy:  0.951, Validation Accuracy:  0.947, Loss:  0.022
Epoch  28 Batch   24/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.019
Epoch  28 Batch   25/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.019
Epoch  28 Batch   26/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.020
Epoch  28 Batch   27/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.017
Epoch  28 Batch   28/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.020
Epoch  28 Batch   29/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.016
Epoch  28 Batch   30/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.019
Epoch  28 Batch   31/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.019
Epoch  28 Batch   32/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.012
Epoch  28 Batch   33/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.016
Epoch  28 Batch   34/269 - Train Accuracy:  0.959, Validation Accuracy:  0.950, Loss:  0.017
Epoch  28 Batch   35/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.027
Epoch  28 Batch   36/269 - Train Accuracy:  0.950, Validation Accuracy:  0.949, Loss:  0.018
Epoch  28 Batch   37/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.019
Epoch  28 Batch   38/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.021
Epoch  28 Batch   39/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.015
Epoch  28 Batch   40/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.020
Epoch  28 Batch   41/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.017
Epoch  28 Batch   42/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.018
Epoch  28 Batch   43/269 - Train Accuracy:  0.949, Validation Accuracy:  0.947, Loss:  0.021
Epoch  28 Batch   44/269 - Train Accuracy:  0.962, Validation Accuracy:  0.942, Loss:  0.024
Epoch  28 Batch   45/269 - Train Accuracy:  0.950, Validation Accuracy:  0.941, Loss:  0.020
Epoch  28 Batch   46/269 - Train Accuracy:  0.964, Validation Accuracy:  0.945, Loss:  0.016
Epoch  28 Batch   47/269 - Train Accuracy:  0.970, Validation Accuracy:  0.946, Loss:  0.014
Epoch  28 Batch   48/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.020
Epoch  28 Batch   49/269 - Train Accuracy:  0.957, Validation Accuracy:  0.944, Loss:  0.025
Epoch  28 Batch   50/269 - Train Accuracy:  0.948, Validation Accuracy:  0.948, Loss:  0.025
Epoch  28 Batch   51/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.023
Epoch  28 Batch   52/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.019
Epoch  28 Batch   53/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.026
Epoch  28 Batch   54/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.025
Epoch  28 Batch   55/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.022
Epoch  28 Batch   56/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.021
Epoch  28 Batch   57/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.022
Epoch  28 Batch   58/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.019
Epoch  28 Batch   59/269 - Train Accuracy:  0.968, Validation Accuracy:  0.948, Loss:  0.017
Epoch  28 Batch   60/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.022
Epoch  28 Batch   61/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.022
Epoch  28 Batch   62/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.023
Epoch  28 Batch   63/269 - Train Accuracy:  0.959, Validation Accuracy:  0.946, Loss:  0.022
Epoch  28 Batch   64/269 - Train Accuracy:  0.964, Validation Accuracy:  0.949, Loss:  0.017
Epoch  28 Batch   65/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.019
Epoch  28 Batch   66/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.021
Epoch  28 Batch   67/269 - Train Accuracy:  0.948, Validation Accuracy:  0.938, Loss:  0.023
Epoch  28 Batch   68/269 - Train Accuracy:  0.951, Validation Accuracy:  0.944, Loss:  0.022
Epoch  28 Batch   69/269 - Train Accuracy:  0.950, Validation Accuracy:  0.945, Loss:  0.024
Epoch  28 Batch   70/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.021
Epoch  28 Batch   71/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.022
Epoch  28 Batch   72/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.022
Epoch  28 Batch   73/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.023
Epoch  28 Batch   74/269 - Train Accuracy:  0.964, Validation Accuracy:  0.945, Loss:  0.019
Epoch  28 Batch   75/269 - Train Accuracy:  0.949, Validation Accuracy:  0.943, Loss:  0.025
Epoch  28 Batch   76/269 - Train Accuracy:  0.953, Validation Accuracy:  0.943, Loss:  0.021
Epoch  28 Batch   77/269 - Train Accuracy:  0.961, Validation Accuracy:  0.939, Loss:  0.019
Epoch  28 Batch   78/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.023
Epoch  28 Batch   79/269 - Train Accuracy:  0.955, Validation Accuracy:  0.944, Loss:  0.021
Epoch  28 Batch   80/269 - Train Accuracy:  0.962, Validation Accuracy:  0.946, Loss:  0.017
Epoch  28 Batch   81/269 - Train Accuracy:  0.954, Validation Accuracy:  0.945, Loss:  0.022
Epoch  28 Batch   82/269 - Train Accuracy:  0.965, Validation Accuracy:  0.945, Loss:  0.016
Epoch  28 Batch   83/269 - Train Accuracy:  0.952, Validation Accuracy:  0.941, Loss:  0.022
Epoch  28 Batch   84/269 - Train Accuracy:  0.955, Validation Accuracy:  0.946, Loss:  0.022
Epoch  28 Batch   85/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.023
Epoch  28 Batch   86/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.016
Epoch  28 Batch   87/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.021
Epoch  28 Batch   88/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.019
Epoch  28 Batch   89/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.020
Epoch  28 Batch   90/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.023
Epoch  28 Batch   91/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.019
Epoch  28 Batch   92/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.020
Epoch  28 Batch   93/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.018
Epoch  28 Batch   94/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.030
Epoch  28 Batch   95/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.018
Epoch  28 Batch   96/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.021
Epoch  28 Batch   97/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.023
Epoch  28 Batch   98/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.026
Epoch  28 Batch   99/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.020
Epoch  28 Batch  100/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.022
Epoch  28 Batch  101/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.025
Epoch  28 Batch  102/269 - Train Accuracy:  0.941, Validation Accuracy:  0.948, Loss:  0.021
Epoch  28 Batch  103/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.022
Epoch  28 Batch  104/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.019
Epoch  28 Batch  105/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.021
Epoch  28 Batch  106/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.019
Epoch  28 Batch  107/269 - Train Accuracy:  0.959, Validation Accuracy:  0.946, Loss:  0.018
Epoch  28 Batch  108/269 - Train Accuracy:  0.965, Validation Accuracy:  0.944, Loss:  0.019
Epoch  28 Batch  109/269 - Train Accuracy:  0.947, Validation Accuracy:  0.946, Loss:  0.025
Epoch  28 Batch  110/269 - Train Accuracy:  0.953, Validation Accuracy:  0.944, Loss:  0.020
Epoch  28 Batch  111/269 - Train Accuracy:  0.956, Validation Accuracy:  0.943, Loss:  0.021
Epoch  28 Batch  112/269 - Train Accuracy:  0.952, Validation Accuracy:  0.943, Loss:  0.022
Epoch  28 Batch  113/269 - Train Accuracy:  0.958, Validation Accuracy:  0.941, Loss:  0.021
Epoch  28 Batch  114/269 - Train Accuracy:  0.952, Validation Accuracy:  0.942, Loss:  0.021
Epoch  28 Batch  115/269 - Train Accuracy:  0.954, Validation Accuracy:  0.941, Loss:  0.021
Epoch  28 Batch  116/269 - Train Accuracy:  0.961, Validation Accuracy:  0.941, Loss:  0.018
Epoch  28 Batch  117/269 - Train Accuracy:  0.961, Validation Accuracy:  0.946, Loss:  0.018
Epoch  28 Batch  118/269 - Train Accuracy:  0.963, Validation Accuracy:  0.949, Loss:  0.016
Epoch  28 Batch  119/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.021
Epoch  28 Batch  120/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.019
Epoch  28 Batch  121/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.016
Epoch  28 Batch  122/269 - Train Accuracy:  0.948, Validation Accuracy:  0.952, Loss:  0.022
Epoch  28 Batch  123/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.022
Epoch  28 Batch  124/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.017
Epoch  28 Batch  125/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.016
Epoch  28 Batch  126/269 - Train Accuracy:  0.948, Validation Accuracy:  0.955, Loss:  0.019
Epoch  28 Batch  127/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.021
Epoch  28 Batch  128/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.018
Epoch  28 Batch  129/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.019
Epoch  28 Batch  130/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.023
Epoch  28 Batch  131/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.022
Epoch  28 Batch  132/269 - Train Accuracy:  0.948, Validation Accuracy:  0.955, Loss:  0.022
Epoch  28 Batch  133/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.020
Epoch  28 Batch  134/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.021
Epoch  28 Batch  135/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.017
Epoch  28 Batch  136/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.024
Epoch  28 Batch  137/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.021
Epoch  28 Batch  138/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.017
Epoch  28 Batch  139/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.016
Epoch  28 Batch  140/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.022
Epoch  28 Batch  141/269 - Train Accuracy:  0.952, Validation Accuracy:  0.960, Loss:  0.026
Epoch  28 Batch  142/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.019
Epoch  28 Batch  143/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.018
Epoch  28 Batch  144/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.018
Epoch  28 Batch  145/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.018
Epoch  28 Batch  146/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.016
Epoch  28 Batch  147/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.021
Epoch  28 Batch  148/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.018
Epoch  28 Batch  149/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.021
Epoch  28 Batch  150/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.021
Epoch  28 Batch  151/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.021
Epoch  28 Batch  152/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.019
Epoch  28 Batch  153/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.016
Epoch  28 Batch  154/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.017
Epoch  28 Batch  155/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.018
Epoch  28 Batch  156/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.022
Epoch  28 Batch  157/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.020
Epoch  28 Batch  158/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.019
Epoch  28 Batch  159/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.017
Epoch  28 Batch  160/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.020
Epoch  28 Batch  161/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.019
Epoch  28 Batch  162/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.020
Epoch  28 Batch  163/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.019
Epoch  28 Batch  164/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.021
Epoch  28 Batch  165/269 - Train Accuracy:  0.966, Validation Accuracy:  0.948, Loss:  0.017
Epoch  28 Batch  166/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.019
Epoch  28 Batch  167/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.019
Epoch  28 Batch  168/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.019
Epoch  28 Batch  169/269 - Train Accuracy:  0.946, Validation Accuracy:  0.950, Loss:  0.018
Epoch  28 Batch  170/269 - Train Accuracy:  0.953, Validation Accuracy:  0.949, Loss:  0.021
Epoch  28 Batch  171/269 - Train Accuracy:  0.958, Validation Accuracy:  0.946, Loss:  0.019
Epoch  28 Batch  172/269 - Train Accuracy:  0.966, Validation Accuracy:  0.947, Loss:  0.020
Epoch  28 Batch  173/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.018
Epoch  28 Batch  174/269 - Train Accuracy:  0.961, Validation Accuracy:  0.946, Loss:  0.019
Epoch  28 Batch  175/269 - Train Accuracy:  0.949, Validation Accuracy:  0.947, Loss:  0.027
Epoch  28 Batch  176/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.021
Epoch  28 Batch  177/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.015
Epoch  28 Batch  178/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.020
Epoch  28 Batch  179/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.019
Epoch  28 Batch  180/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.023
Epoch  28 Batch  181/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.020
Epoch  28 Batch  182/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.020
Epoch  28 Batch  183/269 - Train Accuracy:  0.965, Validation Accuracy:  0.947, Loss:  0.014
Epoch  28 Batch  184/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.021
Epoch  28 Batch  185/269 - Train Accuracy:  0.967, Validation Accuracy:  0.945, Loss:  0.020
Epoch  28 Batch  186/269 - Train Accuracy:  0.959, Validation Accuracy:  0.946, Loss:  0.017
Epoch  28 Batch  187/269 - Train Accuracy:  0.959, Validation Accuracy:  0.943, Loss:  0.023
Epoch  28 Batch  188/269 - Train Accuracy:  0.966, Validation Accuracy:  0.943, Loss:  0.017
Epoch  28 Batch  189/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.020
Epoch  28 Batch  190/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.019
Epoch  28 Batch  191/269 - Train Accuracy:  0.963, Validation Accuracy:  0.944, Loss:  0.020
Epoch  28 Batch  192/269 - Train Accuracy:  0.967, Validation Accuracy:  0.945, Loss:  0.018
Epoch  28 Batch  193/269 - Train Accuracy:  0.956, Validation Accuracy:  0.943, Loss:  0.019
Epoch  28 Batch  194/269 - Train Accuracy:  0.957, Validation Accuracy:  0.947, Loss:  0.019
Epoch  28 Batch  195/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.018
Epoch  28 Batch  196/269 - Train Accuracy:  0.946, Validation Accuracy:  0.944, Loss:  0.022
Epoch  28 Batch  197/269 - Train Accuracy:  0.960, Validation Accuracy:  0.942, Loss:  0.022
Epoch  28 Batch  198/269 - Train Accuracy:  0.956, Validation Accuracy:  0.944, Loss:  0.024
Epoch  28 Batch  199/269 - Train Accuracy:  0.961, Validation Accuracy:  0.944, Loss:  0.019
Epoch  28 Batch  200/269 - Train Accuracy:  0.972, Validation Accuracy:  0.946, Loss:  0.020
Epoch  28 Batch  201/269 - Train Accuracy:  0.957, Validation Accuracy:  0.942, Loss:  0.020
Epoch  28 Batch  202/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.020
Epoch  28 Batch  203/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.022
Epoch  28 Batch  204/269 - Train Accuracy:  0.961, Validation Accuracy:  0.943, Loss:  0.017
Epoch  28 Batch  205/269 - Train Accuracy:  0.963, Validation Accuracy:  0.940, Loss:  0.018
Epoch  28 Batch  206/269 - Train Accuracy:  0.954, Validation Accuracy:  0.942, Loss:  0.024
Epoch  28 Batch  207/269 - Train Accuracy:  0.955, Validation Accuracy:  0.939, Loss:  0.018
Epoch  28 Batch  208/269 - Train Accuracy:  0.958, Validation Accuracy:  0.944, Loss:  0.018
Epoch  28 Batch  209/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.024
Epoch  28 Batch  210/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.019
Epoch  28 Batch  211/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.022
Epoch  28 Batch  212/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.024
Epoch  28 Batch  213/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.018
Epoch  28 Batch  214/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.020
Epoch  28 Batch  215/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.020
Epoch  28 Batch  216/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.027
Epoch  28 Batch  217/269 - Train Accuracy:  0.946, Validation Accuracy:  0.953, Loss:  0.021
Epoch  28 Batch  218/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.017
Epoch  28 Batch  219/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.021
Epoch  28 Batch  220/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.016
Epoch  28 Batch  221/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.020
Epoch  28 Batch  222/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.019
Epoch  28 Batch  223/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.017
Epoch  28 Batch  224/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.023
Epoch  28 Batch  225/269 - Train Accuracy:  0.950, Validation Accuracy:  0.955, Loss:  0.018
Epoch  28 Batch  226/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.022
Epoch  28 Batch  227/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.020
Epoch  28 Batch  228/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.016
Epoch  28 Batch  229/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.017
Epoch  28 Batch  230/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.014
Epoch  28 Batch  231/269 - Train Accuracy:  0.948, Validation Accuracy:  0.957, Loss:  0.020
Epoch  28 Batch  232/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.021
Epoch  28 Batch  233/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.019
Epoch  28 Batch  234/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.018
Epoch  28 Batch  235/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.014
Epoch  28 Batch  236/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.016
Epoch  28 Batch  237/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.017
Epoch  28 Batch  238/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.019
Epoch  28 Batch  239/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.020
Epoch  28 Batch  240/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.018
Epoch  28 Batch  241/269 - Train Accuracy:  0.944, Validation Accuracy:  0.950, Loss:  0.023
Epoch  28 Batch  242/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.018
Epoch  28 Batch  243/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.016
Epoch  28 Batch  244/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.017
Epoch  28 Batch  245/269 - Train Accuracy:  0.951, Validation Accuracy:  0.951, Loss:  0.018
Epoch  28 Batch  246/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.020
Epoch  28 Batch  247/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.020
Epoch  28 Batch  248/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.016
Epoch  28 Batch  249/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.019
Epoch  28 Batch  250/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.022
Epoch  28 Batch  251/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.017
Epoch  28 Batch  252/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  28 Batch  253/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.017
Epoch  28 Batch  254/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.017
Epoch  28 Batch  255/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.017
Epoch  28 Batch  256/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.018
Epoch  28 Batch  257/269 - Train Accuracy:  0.946, Validation Accuracy:  0.952, Loss:  0.022
Epoch  28 Batch  258/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.017
Epoch  28 Batch  259/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.019
Epoch  28 Batch  260/269 - Train Accuracy:  0.963, Validation Accuracy:  0.943, Loss:  0.020
Epoch  28 Batch  261/269 - Train Accuracy:  0.966, Validation Accuracy:  0.945, Loss:  0.016
Epoch  28 Batch  262/269 - Train Accuracy:  0.961, Validation Accuracy:  0.943, Loss:  0.018
Epoch  28 Batch  263/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.017
Epoch  28 Batch  264/269 - Train Accuracy:  0.952, Validation Accuracy:  0.948, Loss:  0.021
Epoch  28 Batch  265/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.019
Epoch  28 Batch  266/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.015
Epoch  28 Batch  267/269 - Train Accuracy:  0.967, Validation Accuracy:  0.951, Loss:  0.019
Epoch  29 Batch    0/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.017
Epoch  29 Batch    1/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch    2/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.020
Epoch  29 Batch    3/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.016
Epoch  29 Batch    4/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.019
Epoch  29 Batch    5/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.017
Epoch  29 Batch    6/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.017
Epoch  29 Batch    7/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.015
Epoch  29 Batch    8/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.018
Epoch  29 Batch    9/269 - Train Accuracy:  0.952, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch   10/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.015
Epoch  29 Batch   11/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.018
Epoch  29 Batch   12/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.021
Epoch  29 Batch   13/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.014
Epoch  29 Batch   14/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.016
Epoch  29 Batch   15/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.013
Epoch  29 Batch   16/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.023
Epoch  29 Batch   17/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.017
Epoch  29 Batch   18/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.019
Epoch  29 Batch   19/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.014
Epoch  29 Batch   20/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.016
Epoch  29 Batch   21/269 - Train Accuracy:  0.950, Validation Accuracy:  0.953, Loss:  0.021
Epoch  29 Batch   22/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.020
Epoch  29 Batch   23/269 - Train Accuracy:  0.950, Validation Accuracy:  0.954, Loss:  0.022
Epoch  29 Batch   24/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch   25/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.020
Epoch  29 Batch   26/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.016
Epoch  29 Batch   27/269 - Train Accuracy:  0.954, Validation Accuracy:  0.958, Loss:  0.017
Epoch  29 Batch   28/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.016
Epoch  29 Batch   29/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.017
Epoch  29 Batch   30/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.019
Epoch  29 Batch   31/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.015
Epoch  29 Batch   32/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.011
Epoch  29 Batch   33/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.015
Epoch  29 Batch   34/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.015
Epoch  29 Batch   35/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.021
Epoch  29 Batch   36/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.017
Epoch  29 Batch   37/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.016
Epoch  29 Batch   38/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.013
Epoch  29 Batch   40/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.019
Epoch  29 Batch   41/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.016
Epoch  29 Batch   42/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.016
Epoch  29 Batch   43/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.018
Epoch  29 Batch   44/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.020
Epoch  29 Batch   45/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.017
Epoch  29 Batch   46/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.013
Epoch  29 Batch   47/269 - Train Accuracy:  0.971, Validation Accuracy:  0.948, Loss:  0.013
Epoch  29 Batch   48/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.017
Epoch  29 Batch   49/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.017
Epoch  29 Batch   50/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.023
Epoch  29 Batch   51/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.017
Epoch  29 Batch   52/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.016
Epoch  29 Batch   53/269 - Train Accuracy:  0.963, Validation Accuracy:  0.947, Loss:  0.016
Epoch  29 Batch   54/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.016
Epoch  29 Batch   55/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.017
Epoch  29 Batch   56/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.019
Epoch  29 Batch   57/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.019
Epoch  29 Batch   58/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.016
Epoch  29 Batch   59/269 - Train Accuracy:  0.971, Validation Accuracy:  0.952, Loss:  0.013
Epoch  29 Batch   60/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.020
Epoch  29 Batch   61/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.016
Epoch  29 Batch   62/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.017
Epoch  29 Batch   63/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.020
Epoch  29 Batch   64/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch   65/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.015
Epoch  29 Batch   66/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.016
Epoch  29 Batch   67/269 - Train Accuracy:  0.953, Validation Accuracy:  0.947, Loss:  0.021
Epoch  29 Batch   68/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.021
Epoch  29 Batch   69/269 - Train Accuracy:  0.951, Validation Accuracy:  0.952, Loss:  0.021
Epoch  29 Batch   70/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch   71/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.021
Epoch  29 Batch   72/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.018
Epoch  29 Batch   73/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.017
Epoch  29 Batch   74/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.017
Epoch  29 Batch   75/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.018
Epoch  29 Batch   76/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.016
Epoch  29 Batch   77/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.016
Epoch  29 Batch   78/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.017
Epoch  29 Batch   79/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.019
Epoch  29 Batch   80/269 - Train Accuracy:  0.967, Validation Accuracy:  0.948, Loss:  0.015
Epoch  29 Batch   81/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.019
Epoch  29 Batch   82/269 - Train Accuracy:  0.966, Validation Accuracy:  0.949, Loss:  0.013
Epoch  29 Batch   83/269 - Train Accuracy:  0.959, Validation Accuracy:  0.947, Loss:  0.021
Epoch  29 Batch   84/269 - Train Accuracy:  0.951, Validation Accuracy:  0.945, Loss:  0.015
Epoch  29 Batch   85/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.017
Epoch  29 Batch   86/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.016
Epoch  29 Batch   87/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.017
Epoch  29 Batch   88/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.016
Epoch  29 Batch   89/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.015
Epoch  29 Batch   90/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.015
Epoch  29 Batch   91/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.014
Epoch  29 Batch   92/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.017
Epoch  29 Batch   93/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.015
Epoch  29 Batch   94/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.025
Epoch  29 Batch   95/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.015
Epoch  29 Batch   96/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.019
Epoch  29 Batch   97/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.017
Epoch  29 Batch   98/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.017
Epoch  29 Batch   99/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.016
Epoch  29 Batch  100/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.018
Epoch  29 Batch  101/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.020
Epoch  29 Batch  102/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.014
Epoch  29 Batch  103/269 - Train Accuracy:  0.962, Validation Accuracy:  0.947, Loss:  0.017
Epoch  29 Batch  104/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.015
Epoch  29 Batch  105/269 - Train Accuracy:  0.944, Validation Accuracy:  0.952, Loss:  0.019
Epoch  29 Batch  106/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.016
Epoch  29 Batch  107/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.016
Epoch  29 Batch  108/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.017
Epoch  29 Batch  109/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.018
Epoch  29 Batch  110/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.016
Epoch  29 Batch  111/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.015
Epoch  29 Batch  112/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.016
Epoch  29 Batch  113/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.018
Epoch  29 Batch  114/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.016
Epoch  29 Batch  115/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.018
Epoch  29 Batch  116/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.015
Epoch  29 Batch  117/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.016
Epoch  29 Batch  118/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.014
Epoch  29 Batch  119/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.020
Epoch  29 Batch  120/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.016
Epoch  29 Batch  121/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.013
Epoch  29 Batch  122/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.019
Epoch  29 Batch  123/269 - Train Accuracy:  0.950, Validation Accuracy:  0.954, Loss:  0.020
Epoch  29 Batch  124/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.016
Epoch  29 Batch  125/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.017
Epoch  29 Batch  126/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.017
Epoch  29 Batch  127/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.018
Epoch  29 Batch  128/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.021
Epoch  29 Batch  129/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.019
Epoch  29 Batch  130/269 - Train Accuracy:  0.950, Validation Accuracy:  0.954, Loss:  0.021
Epoch  29 Batch  131/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.020
Epoch  29 Batch  132/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.021
Epoch  29 Batch  133/269 - Train Accuracy:  0.948, Validation Accuracy:  0.951, Loss:  0.018
Epoch  29 Batch  134/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch  135/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.017
Epoch  29 Batch  136/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.018
Epoch  29 Batch  137/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.019
Epoch  29 Batch  138/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.016
Epoch  29 Batch  139/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.014
Epoch  29 Batch  140/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch  141/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.020
Epoch  29 Batch  142/269 - Train Accuracy:  0.951, Validation Accuracy:  0.957, Loss:  0.018
Epoch  29 Batch  143/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  29 Batch  144/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.016
Epoch  29 Batch  145/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.014
Epoch  29 Batch  146/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.016
Epoch  29 Batch  147/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.019
Epoch  29 Batch  148/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.018
Epoch  29 Batch  149/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.022
Epoch  29 Batch  150/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.017
Epoch  29 Batch  151/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.018
Epoch  29 Batch  152/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.018
Epoch  29 Batch  153/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.013
Epoch  29 Batch  154/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.018
Epoch  29 Batch  155/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.017
Epoch  29 Batch  156/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.017
Epoch  29 Batch  157/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  29 Batch  158/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.017
Epoch  29 Batch  159/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.016
Epoch  29 Batch  160/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch  161/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.014
Epoch  29 Batch  162/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.017
Epoch  29 Batch  163/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.015
Epoch  29 Batch  164/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.019
Epoch  29 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch  166/269 - Train Accuracy:  0.964, Validation Accuracy:  0.949, Loss:  0.017
Epoch  29 Batch  167/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.019
Epoch  29 Batch  168/269 - Train Accuracy:  0.963, Validation Accuracy:  0.949, Loss:  0.019
Epoch  29 Batch  169/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.017
Epoch  29 Batch  170/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch  171/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.024
Epoch  29 Batch  172/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.018
Epoch  29 Batch  173/269 - Train Accuracy:  0.951, Validation Accuracy:  0.951, Loss:  0.018
Epoch  29 Batch  174/269 - Train Accuracy:  0.958, Validation Accuracy:  0.946, Loss:  0.020
Epoch  29 Batch  175/269 - Train Accuracy:  0.953, Validation Accuracy:  0.949, Loss:  0.026
Epoch  29 Batch  176/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.017
Epoch  29 Batch  177/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.014
Epoch  29 Batch  178/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.019
Epoch  29 Batch  179/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.015
Epoch  29 Batch  180/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.018
Epoch  29 Batch  181/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.017
Epoch  29 Batch  182/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.016
Epoch  29 Batch  183/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.013
Epoch  29 Batch  184/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch  185/269 - Train Accuracy:  0.967, Validation Accuracy:  0.951, Loss:  0.018
Epoch  29 Batch  186/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.013
Epoch  29 Batch  187/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.018
Epoch  29 Batch  188/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.017
Epoch  29 Batch  189/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.015
Epoch  29 Batch  190/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.018
Epoch  29 Batch  191/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.018
Epoch  29 Batch  192/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch  193/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.016
Epoch  29 Batch  194/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.015
Epoch  29 Batch  195/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.016
Epoch  29 Batch  196/269 - Train Accuracy:  0.964, Validation Accuracy:  0.947, Loss:  0.016
Epoch  29 Batch  197/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.018
Epoch  29 Batch  198/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.019
Epoch  29 Batch  199/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.020
Epoch  29 Batch  200/269 - Train Accuracy:  0.971, Validation Accuracy:  0.949, Loss:  0.017
Epoch  29 Batch  201/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.019
Epoch  29 Batch  202/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.019
Epoch  29 Batch  203/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.024
Epoch  29 Batch  204/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.019
Epoch  29 Batch  205/269 - Train Accuracy:  0.970, Validation Accuracy:  0.949, Loss:  0.020
Epoch  29 Batch  206/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.020
Epoch  29 Batch  207/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.019
Epoch  29 Batch  208/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.020
Epoch  29 Batch  209/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.020
Epoch  29 Batch  210/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.019
Epoch  29 Batch  211/269 - Train Accuracy:  0.966, Validation Accuracy:  0.949, Loss:  0.018
Epoch  29 Batch  212/269 - Train Accuracy:  0.963, Validation Accuracy:  0.946, Loss:  0.022
Epoch  29 Batch  213/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.020
Epoch  29 Batch  214/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.019
Epoch  29 Batch  215/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.020
Epoch  29 Batch  216/269 - Train Accuracy:  0.942, Validation Accuracy:  0.952, Loss:  0.029
Epoch  29 Batch  217/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.020
Epoch  29 Batch  218/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.017
Epoch  29 Batch  219/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.019
Epoch  29 Batch  220/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.019
Epoch  29 Batch  221/269 - Train Accuracy:  0.961, Validation Accuracy:  0.945, Loss:  0.020
Epoch  29 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.944, Loss:  0.019
Epoch  29 Batch  223/269 - Train Accuracy:  0.961, Validation Accuracy:  0.945, Loss:  0.017
Epoch  29 Batch  224/269 - Train Accuracy:  0.957, Validation Accuracy:  0.948, Loss:  0.025
Epoch  29 Batch  225/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.019
Epoch  29 Batch  226/269 - Train Accuracy:  0.959, Validation Accuracy:  0.947, Loss:  0.019
Epoch  29 Batch  227/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.019
Epoch  29 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.951, Loss:  0.019
Epoch  29 Batch  229/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.016
Epoch  29 Batch  230/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.017
Epoch  29 Batch  231/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.020
Epoch  29 Batch  232/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch  233/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.019
Epoch  29 Batch  234/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.017
Epoch  29 Batch  235/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.013
Epoch  29 Batch  236/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.016
Epoch  29 Batch  237/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.016
Epoch  29 Batch  238/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.020
Epoch  29 Batch  239/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.017
Epoch  29 Batch  240/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.018
Epoch  29 Batch  241/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.020
Epoch  29 Batch  242/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.017
Epoch  29 Batch  243/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.014
Epoch  29 Batch  244/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.019
Epoch  29 Batch  245/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.019
Epoch  29 Batch  246/269 - Train Accuracy:  0.950, Validation Accuracy:  0.953, Loss:  0.019
Epoch  29 Batch  247/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.022
Epoch  29 Batch  248/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.018
Epoch  29 Batch  249/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.018
Epoch  29 Batch  250/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.021
Epoch  29 Batch  251/269 - Train Accuracy:  0.958, Validation Accuracy:  0.946, Loss:  0.017
Epoch  29 Batch  252/269 - Train Accuracy:  0.954, Validation Accuracy:  0.948, Loss:  0.015
Epoch  29 Batch  253/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.017
Epoch  29 Batch  254/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.019
Epoch  29 Batch  255/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.019
Epoch  29 Batch  256/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.016
Epoch  29 Batch  257/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.022
Epoch  29 Batch  258/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.016
Epoch  29 Batch  259/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.018
Epoch  29 Batch  260/269 - Train Accuracy:  0.954, Validation Accuracy:  0.947, Loss:  0.021
Epoch  29 Batch  261/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.016
Epoch  29 Batch  262/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.019
Epoch  29 Batch  263/269 - Train Accuracy:  0.966, Validation Accuracy:  0.947, Loss:  0.017
Epoch  29 Batch  264/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.018
Epoch  29 Batch  265/269 - Train Accuracy:  0.964, Validation Accuracy:  0.947, Loss:  0.016
Epoch  29 Batch  266/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.014
Epoch  29 Batch  267/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.018
Epoch  30 Batch    0/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.017
Epoch  30 Batch    1/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.017
Epoch  30 Batch    2/269 - Train Accuracy:  0.946, Validation Accuracy:  0.951, Loss:  0.017
Epoch  30 Batch    3/269 - Train Accuracy:  0.969, Validation Accuracy:  0.950, Loss:  0.015
Epoch  30 Batch    4/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.018
Epoch  30 Batch    5/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.019
Epoch  30 Batch    6/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.016
Epoch  30 Batch    7/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.015
Epoch  30 Batch    8/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.020
Epoch  30 Batch    9/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.020
Epoch  30 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.014
Epoch  30 Batch   11/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.019
Epoch  30 Batch   12/269 - Train Accuracy:  0.943, Validation Accuracy:  0.951, Loss:  0.022
Epoch  30 Batch   13/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.018
Epoch  30 Batch   14/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.016
Epoch  30 Batch   15/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.015
Epoch  30 Batch   16/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.018
Epoch  30 Batch   17/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.016
Epoch  30 Batch   18/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.018
Epoch  30 Batch   19/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.013
Epoch  30 Batch   20/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.017
Epoch  30 Batch   21/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.021
Epoch  30 Batch   22/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.017
Epoch  30 Batch   23/269 - Train Accuracy:  0.950, Validation Accuracy:  0.952, Loss:  0.023
Epoch  30 Batch   24/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch   25/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.019
Epoch  30 Batch   26/269 - Train Accuracy:  0.953, Validation Accuracy:  0.954, Loss:  0.017
Epoch  30 Batch   27/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.020
Epoch  30 Batch   28/269 - Train Accuracy:  0.951, Validation Accuracy:  0.956, Loss:  0.017
Epoch  30 Batch   29/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.017
Epoch  30 Batch   30/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.017
Epoch  30 Batch   31/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.017
Epoch  30 Batch   32/269 - Train Accuracy:  0.962, Validation Accuracy:  0.947, Loss:  0.013
Epoch  30 Batch   33/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.017
Epoch  30 Batch   34/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch   35/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.024
Epoch  30 Batch   36/269 - Train Accuracy:  0.957, Validation Accuracy:  0.945, Loss:  0.018
Epoch  30 Batch   37/269 - Train Accuracy:  0.960, Validation Accuracy:  0.945, Loss:  0.021
Epoch  30 Batch   38/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.017
Epoch  30 Batch   39/269 - Train Accuracy:  0.968, Validation Accuracy:  0.948, Loss:  0.015
Epoch  30 Batch   40/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.020
Epoch  30 Batch   41/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.018
Epoch  30 Batch   42/269 - Train Accuracy:  0.968, Validation Accuracy:  0.948, Loss:  0.016
Epoch  30 Batch   43/269 - Train Accuracy:  0.952, Validation Accuracy:  0.949, Loss:  0.018
Epoch  30 Batch   44/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.022
Epoch  30 Batch   45/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.017
Epoch  30 Batch   46/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.014
Epoch  30 Batch   47/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.013
Epoch  30 Batch   48/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.016
Epoch  30 Batch   49/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.017
Epoch  30 Batch   50/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.025
Epoch  30 Batch   51/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.016
Epoch  30 Batch   52/269 - Train Accuracy:  0.966, Validation Accuracy:  0.952, Loss:  0.015
Epoch  30 Batch   53/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.016
Epoch  30 Batch   54/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.018
Epoch  30 Batch   55/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.019
Epoch  30 Batch   56/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.021
Epoch  30 Batch   57/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.021
Epoch  30 Batch   58/269 - Train Accuracy:  0.954, Validation Accuracy:  0.961, Loss:  0.018
Epoch  30 Batch   59/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.013
Epoch  30 Batch   60/269 - Train Accuracy:  0.949, Validation Accuracy:  0.953, Loss:  0.020
Epoch  30 Batch   61/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.017
Epoch  30 Batch   62/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.020
Epoch  30 Batch   63/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.020
Epoch  30 Batch   64/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.016
Epoch  30 Batch   65/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.016
Epoch  30 Batch   66/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.015
Epoch  30 Batch   67/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.020
Epoch  30 Batch   68/269 - Train Accuracy:  0.949, Validation Accuracy:  0.949, Loss:  0.020
Epoch  30 Batch   69/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.020
Epoch  30 Batch   70/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.018
Epoch  30 Batch   71/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.019
Epoch  30 Batch   72/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.021
Epoch  30 Batch   73/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.017
Epoch  30 Batch   74/269 - Train Accuracy:  0.971, Validation Accuracy:  0.950, Loss:  0.015
Epoch  30 Batch   75/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.017
Epoch  30 Batch   76/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.015
Epoch  30 Batch   77/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.017
Epoch  30 Batch   78/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.017
Epoch  30 Batch   79/269 - Train Accuracy:  0.952, Validation Accuracy:  0.944, Loss:  0.019
Epoch  30 Batch   80/269 - Train Accuracy:  0.971, Validation Accuracy:  0.946, Loss:  0.015
Epoch  30 Batch   81/269 - Train Accuracy:  0.961, Validation Accuracy:  0.946, Loss:  0.019
Epoch  30 Batch   82/269 - Train Accuracy:  0.965, Validation Accuracy:  0.945, Loss:  0.016
Epoch  30 Batch   83/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.020
Epoch  30 Batch   84/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.016
Epoch  30 Batch   85/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.017
Epoch  30 Batch   86/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch   87/269 - Train Accuracy:  0.964, Validation Accuracy:  0.944, Loss:  0.018
Epoch  30 Batch   88/269 - Train Accuracy:  0.956, Validation Accuracy:  0.944, Loss:  0.017
Epoch  30 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.941, Loss:  0.016
Epoch  30 Batch   90/269 - Train Accuracy:  0.953, Validation Accuracy:  0.944, Loss:  0.018
Epoch  30 Batch   91/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.015
Epoch  30 Batch   92/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch   93/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.016
Epoch  30 Batch   94/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.023
Epoch  30 Batch   95/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.018
Epoch  30 Batch   96/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.018
Epoch  30 Batch   97/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.018
Epoch  30 Batch   98/269 - Train Accuracy:  0.966, Validation Accuracy:  0.948, Loss:  0.017
Epoch  30 Batch   99/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.015
Epoch  30 Batch  100/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.019
Epoch  30 Batch  101/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.021
Epoch  30 Batch  102/269 - Train Accuracy:  0.945, Validation Accuracy:  0.942, Loss:  0.016
Epoch  30 Batch  103/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.022
Epoch  30 Batch  104/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.020
Epoch  30 Batch  105/269 - Train Accuracy:  0.952, Validation Accuracy:  0.953, Loss:  0.021
Epoch  30 Batch  106/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.015
Epoch  30 Batch  107/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.016
Epoch  30 Batch  108/269 - Train Accuracy:  0.964, Validation Accuracy:  0.947, Loss:  0.018
Epoch  30 Batch  109/269 - Train Accuracy:  0.950, Validation Accuracy:  0.948, Loss:  0.018
Epoch  30 Batch  110/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.016
Epoch  30 Batch  111/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.016
Epoch  30 Batch  112/269 - Train Accuracy:  0.952, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch  113/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.018
Epoch  30 Batch  114/269 - Train Accuracy:  0.962, Validation Accuracy:  0.947, Loss:  0.018
Epoch  30 Batch  115/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.018
Epoch  30 Batch  116/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.014
Epoch  30 Batch  117/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.017
Epoch  30 Batch  118/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.013
Epoch  30 Batch  119/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.017
Epoch  30 Batch  120/269 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.016
Epoch  30 Batch  121/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.013
Epoch  30 Batch  122/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.020
Epoch  30 Batch  123/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.018
Epoch  30 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.015
Epoch  30 Batch  125/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.016
Epoch  30 Batch  126/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.016
Epoch  30 Batch  127/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.016
Epoch  30 Batch  128/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.018
Epoch  30 Batch  129/269 - Train Accuracy:  0.944, Validation Accuracy:  0.951, Loss:  0.019
Epoch  30 Batch  130/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.018
Epoch  30 Batch  131/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.018
Epoch  30 Batch  132/269 - Train Accuracy:  0.950, Validation Accuracy:  0.956, Loss:  0.020
Epoch  30 Batch  133/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.017
Epoch  30 Batch  134/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.018
Epoch  30 Batch  135/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.015
Epoch  30 Batch  136/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.017
Epoch  30 Batch  137/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.016
Epoch  30 Batch  138/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.014
Epoch  30 Batch  139/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.012
Epoch  30 Batch  140/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.016
Epoch  30 Batch  141/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.017
Epoch  30 Batch  142/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.016
Epoch  30 Batch  143/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.015
Epoch  30 Batch  144/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.014
Epoch  30 Batch  145/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.014
Epoch  30 Batch  146/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.014
Epoch  30 Batch  147/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.017
Epoch  30 Batch  148/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.018
Epoch  30 Batch  149/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.017
Epoch  30 Batch  150/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.018
Epoch  30 Batch  151/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.016
Epoch  30 Batch  152/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.015
Epoch  30 Batch  153/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  30 Batch  154/269 - Train Accuracy:  0.955, Validation Accuracy:  0.962, Loss:  0.018
Epoch  30 Batch  155/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.017
Epoch  30 Batch  156/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.016
Epoch  30 Batch  157/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.015
Epoch  30 Batch  158/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.013
Epoch  30 Batch  159/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.015
Epoch  30 Batch  160/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.017
Epoch  30 Batch  161/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.013
Epoch  30 Batch  162/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.016
Epoch  30 Batch  163/269 - Train Accuracy:  0.976, Validation Accuracy:  0.956, Loss:  0.014
Epoch  30 Batch  164/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.016
Epoch  30 Batch  165/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.015
Epoch  30 Batch  166/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.015
Epoch  30 Batch  167/269 - Train Accuracy:  0.955, Validation Accuracy:  0.947, Loss:  0.017
Epoch  30 Batch  168/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.015
Epoch  30 Batch  169/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch  170/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.018
Epoch  30 Batch  171/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.018
Epoch  30 Batch  172/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.017
Epoch  30 Batch  173/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.015
Epoch  30 Batch  174/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.017
Epoch  30 Batch  175/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.022
Epoch  30 Batch  176/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.018
Epoch  30 Batch  177/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.015
Epoch  30 Batch  178/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.016
Epoch  30 Batch  179/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.015
Epoch  30 Batch  180/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.018
Epoch  30 Batch  181/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.016
Epoch  30 Batch  182/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.016
Epoch  30 Batch  183/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.014
Epoch  30 Batch  184/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch  185/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.016
Epoch  30 Batch  186/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.014
Epoch  30 Batch  187/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.017
Epoch  30 Batch  188/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.015
Epoch  30 Batch  189/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.014
Epoch  30 Batch  190/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.016
Epoch  30 Batch  191/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch  192/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.013
Epoch  30 Batch  193/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.016
Epoch  30 Batch  194/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.016
Epoch  30 Batch  195/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.016
Epoch  30 Batch  196/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.019
Epoch  30 Batch  197/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.014
Epoch  30 Batch  198/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.016
Epoch  30 Batch  199/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.016
Epoch  30 Batch  200/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.016
Epoch  30 Batch  201/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.016
Epoch  30 Batch  202/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.017
Epoch  30 Batch  203/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.017
Epoch  30 Batch  204/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.018
Epoch  30 Batch  205/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.015
Epoch  30 Batch  206/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.019
Epoch  30 Batch  207/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.017
Epoch  30 Batch  208/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.017
Epoch  30 Batch  209/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.016
Epoch  30 Batch  210/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.015
Epoch  30 Batch  211/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.017
Epoch  30 Batch  212/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.019
Epoch  30 Batch  213/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.017
Epoch  30 Batch  214/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.014
Epoch  30 Batch  215/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.018
Epoch  30 Batch  216/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.024
Epoch  30 Batch  217/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.019
Epoch  30 Batch  218/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.015
Epoch  30 Batch  219/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.019
Epoch  30 Batch  220/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.016
Epoch  30 Batch  221/269 - Train Accuracy:  0.955, Validation Accuracy:  0.944, Loss:  0.023
Epoch  30 Batch  222/269 - Train Accuracy:  0.962, Validation Accuracy:  0.947, Loss:  0.018
Epoch  30 Batch  223/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.024
Epoch  30 Batch  224/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.023
Epoch  30 Batch  225/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.019
Epoch  30 Batch  226/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.022
Epoch  30 Batch  227/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.024
Epoch  30 Batch  228/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.017
Epoch  30 Batch  229/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.018
Epoch  30 Batch  230/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.019
Epoch  30 Batch  231/269 - Train Accuracy:  0.953, Validation Accuracy:  0.955, Loss:  0.026
Epoch  30 Batch  232/269 - Train Accuracy:  0.954, Validation Accuracy:  0.956, Loss:  0.022
Epoch  30 Batch  233/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.019
Epoch  30 Batch  234/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.019
Epoch  30 Batch  235/269 - Train Accuracy:  0.961, Validation Accuracy:  0.947, Loss:  0.015
Epoch  30 Batch  236/269 - Train Accuracy:  0.959, Validation Accuracy:  0.938, Loss:  0.020
Epoch  30 Batch  237/269 - Train Accuracy:  0.945, Validation Accuracy:  0.940, Loss:  0.028
Epoch  30 Batch  238/269 - Train Accuracy:  0.956, Validation Accuracy:  0.941, Loss:  0.023
Epoch  30 Batch  239/269 - Train Accuracy:  0.964, Validation Accuracy:  0.941, Loss:  0.023
Epoch  30 Batch  240/269 - Train Accuracy:  0.958, Validation Accuracy:  0.941, Loss:  0.027
Epoch  30 Batch  241/269 - Train Accuracy:  0.935, Validation Accuracy:  0.935, Loss:  0.032
Epoch  30 Batch  242/269 - Train Accuracy:  0.953, Validation Accuracy:  0.933, Loss:  0.027
Epoch  30 Batch  243/269 - Train Accuracy:  0.965, Validation Accuracy:  0.941, Loss:  0.024
Epoch  30 Batch  244/269 - Train Accuracy:  0.950, Validation Accuracy:  0.941, Loss:  0.032
Epoch  30 Batch  245/269 - Train Accuracy:  0.947, Validation Accuracy:  0.948, Loss:  0.029
Epoch  30 Batch  246/269 - Train Accuracy:  0.947, Validation Accuracy:  0.947, Loss:  0.031
Epoch  30 Batch  247/269 - Train Accuracy:  0.963, Validation Accuracy:  0.949, Loss:  0.027
Epoch  30 Batch  248/269 - Train Accuracy:  0.962, Validation Accuracy:  0.947, Loss:  0.025
Epoch  30 Batch  249/269 - Train Accuracy:  0.957, Validation Accuracy:  0.943, Loss:  0.029
Epoch  30 Batch  250/269 - Train Accuracy:  0.951, Validation Accuracy:  0.939, Loss:  0.031
Epoch  30 Batch  251/269 - Train Accuracy:  0.960, Validation Accuracy:  0.944, Loss:  0.034
Epoch  30 Batch  252/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.021
Epoch  30 Batch  253/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.022
Epoch  30 Batch  254/269 - Train Accuracy:  0.956, Validation Accuracy:  0.945, Loss:  0.027
Epoch  30 Batch  255/269 - Train Accuracy:  0.954, Validation Accuracy:  0.950, Loss:  0.032
Epoch  30 Batch  256/269 - Train Accuracy:  0.940, Validation Accuracy:  0.949, Loss:  0.027
Epoch  30 Batch  257/269 - Train Accuracy:  0.937, Validation Accuracy:  0.943, Loss:  0.032
Epoch  30 Batch  258/269 - Train Accuracy:  0.954, Validation Accuracy:  0.939, Loss:  0.031
Epoch  30 Batch  259/269 - Train Accuracy:  0.963, Validation Accuracy:  0.937, Loss:  0.026
Epoch  30 Batch  260/269 - Train Accuracy:  0.958, Validation Accuracy:  0.936, Loss:  0.025
Epoch  30 Batch  261/269 - Train Accuracy:  0.954, Validation Accuracy:  0.938, Loss:  0.024
Epoch  30 Batch  262/269 - Train Accuracy:  0.948, Validation Accuracy:  0.936, Loss:  0.028
Epoch  30 Batch  263/269 - Train Accuracy:  0.955, Validation Accuracy:  0.942, Loss:  0.029
Epoch  30 Batch  264/269 - Train Accuracy:  0.950, Validation Accuracy:  0.934, Loss:  0.027
Epoch  30 Batch  265/269 - Train Accuracy:  0.954, Validation Accuracy:  0.938, Loss:  0.024
Epoch  30 Batch  266/269 - Train Accuracy:  0.958, Validation Accuracy:  0.940, Loss:  0.022
Epoch  30 Batch  267/269 - Train Accuracy:  0.956, Validation Accuracy:  0.943, Loss:  0.028
Epoch  31 Batch    0/269 - Train Accuracy:  0.959, Validation Accuracy:  0.944, Loss:  0.027
Epoch  31 Batch    1/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.024
Epoch  31 Batch    2/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.025
Epoch  31 Batch    3/269 - Train Accuracy:  0.962, Validation Accuracy:  0.944, Loss:  0.026
Epoch  31 Batch    4/269 - Train Accuracy:  0.952, Validation Accuracy:  0.947, Loss:  0.027
Epoch  31 Batch    5/269 - Train Accuracy:  0.948, Validation Accuracy:  0.949, Loss:  0.021
Epoch  31 Batch    6/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.023
Epoch  31 Batch    7/269 - Train Accuracy:  0.959, Validation Accuracy:  0.946, Loss:  0.024
Epoch  31 Batch    8/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.025
Epoch  31 Batch    9/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.027
Epoch  31 Batch   10/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.018
Epoch  31 Batch   11/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.023
Epoch  31 Batch   12/269 - Train Accuracy:  0.945, Validation Accuracy:  0.946, Loss:  0.025
Epoch  31 Batch   13/269 - Train Accuracy:  0.955, Validation Accuracy:  0.945, Loss:  0.022
Epoch  31 Batch   14/269 - Train Accuracy:  0.951, Validation Accuracy:  0.951, Loss:  0.020
Epoch  31 Batch   15/269 - Train Accuracy:  0.966, Validation Accuracy:  0.949, Loss:  0.018
Epoch  31 Batch   16/269 - Train Accuracy:  0.952, Validation Accuracy:  0.946, Loss:  0.025
Epoch  31 Batch   17/269 - Train Accuracy:  0.966, Validation Accuracy:  0.947, Loss:  0.018
Epoch  31 Batch   18/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.023
Epoch  31 Batch   19/269 - Train Accuracy:  0.966, Validation Accuracy:  0.944, Loss:  0.016
Epoch  31 Batch   20/269 - Train Accuracy:  0.967, Validation Accuracy:  0.949, Loss:  0.018
Epoch  31 Batch   21/269 - Train Accuracy:  0.953, Validation Accuracy:  0.949, Loss:  0.027
Epoch  31 Batch   22/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.022
Epoch  31 Batch   23/269 - Train Accuracy:  0.948, Validation Accuracy:  0.944, Loss:  0.023
Epoch  31 Batch   24/269 - Train Accuracy:  0.954, Validation Accuracy:  0.945, Loss:  0.023
Epoch  31 Batch   25/269 - Train Accuracy:  0.959, Validation Accuracy:  0.944, Loss:  0.020
Epoch  31 Batch   26/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.022
Epoch  31 Batch   27/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.020
Epoch  31 Batch   28/269 - Train Accuracy:  0.950, Validation Accuracy:  0.949, Loss:  0.020
Epoch  31 Batch   29/269 - Train Accuracy:  0.954, Validation Accuracy:  0.949, Loss:  0.018
Epoch  31 Batch   30/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.024
Epoch  31 Batch   31/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.023
Epoch  31 Batch   32/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.015
Epoch  31 Batch   33/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.020
Epoch  31 Batch   34/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.024
Epoch  31 Batch   35/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.030
Epoch  31 Batch   36/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.020
Epoch  31 Batch   37/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.018
Epoch  31 Batch   38/269 - Train Accuracy:  0.952, Validation Accuracy:  0.952, Loss:  0.020
Epoch  31 Batch   39/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.021
Epoch  31 Batch   40/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.024
Epoch  31 Batch   41/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.021
Epoch  31 Batch   42/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.020
Epoch  31 Batch   43/269 - Train Accuracy:  0.953, Validation Accuracy:  0.946, Loss:  0.022
Epoch  31 Batch   44/269 - Train Accuracy:  0.953, Validation Accuracy:  0.948, Loss:  0.025
Epoch  31 Batch   45/269 - Train Accuracy:  0.952, Validation Accuracy:  0.947, Loss:  0.021
Epoch  31 Batch   46/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.017
Epoch  31 Batch   47/269 - Train Accuracy:  0.967, Validation Accuracy:  0.947, Loss:  0.016
Epoch  31 Batch   48/269 - Train Accuracy:  0.953, Validation Accuracy:  0.945, Loss:  0.019
Epoch  31 Batch   49/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.017
Epoch  31 Batch   50/269 - Train Accuracy:  0.949, Validation Accuracy:  0.954, Loss:  0.025
Epoch  31 Batch   51/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.020
Epoch  31 Batch   52/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.019
Epoch  31 Batch   53/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.020
Epoch  31 Batch   54/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.020
Epoch  31 Batch   55/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.019
Epoch  31 Batch   56/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.023
Epoch  31 Batch   57/269 - Train Accuracy:  0.951, Validation Accuracy:  0.950, Loss:  0.024
Epoch  31 Batch   58/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.020
Epoch  31 Batch   59/269 - Train Accuracy:  0.971, Validation Accuracy:  0.950, Loss:  0.019
Epoch  31 Batch   60/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.022
Epoch  31 Batch   61/269 - Train Accuracy:  0.949, Validation Accuracy:  0.948, Loss:  0.020
Epoch  31 Batch   62/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.022
Epoch  31 Batch   63/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.022
Epoch  31 Batch   64/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.019
Epoch  31 Batch   65/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.024
Epoch  31 Batch   66/269 - Train Accuracy:  0.956, Validation Accuracy:  0.948, Loss:  0.021
Epoch  31 Batch   67/269 - Train Accuracy:  0.954, Validation Accuracy:  0.948, Loss:  0.026
Epoch  31 Batch   68/269 - Train Accuracy:  0.952, Validation Accuracy:  0.947, Loss:  0.024
Epoch  31 Batch   69/269 - Train Accuracy:  0.946, Validation Accuracy:  0.947, Loss:  0.025
Epoch  31 Batch   70/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.022
Epoch  31 Batch   71/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.027
Epoch  31 Batch   72/269 - Train Accuracy:  0.955, Validation Accuracy:  0.953, Loss:  0.026
Epoch  31 Batch   73/269 - Train Accuracy:  0.952, Validation Accuracy:  0.954, Loss:  0.022
Epoch  31 Batch   74/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.018
Epoch  31 Batch   75/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.022
Epoch  31 Batch   76/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.018
Epoch  31 Batch   77/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.019
Epoch  31 Batch   78/269 - Train Accuracy:  0.954, Validation Accuracy:  0.951, Loss:  0.021
Epoch  31 Batch   79/269 - Train Accuracy:  0.948, Validation Accuracy:  0.953, Loss:  0.021
Epoch  31 Batch   80/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.019
Epoch  31 Batch   81/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.022
Epoch  31 Batch   82/269 - Train Accuracy:  0.965, Validation Accuracy:  0.945, Loss:  0.018
Epoch  31 Batch   83/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.025
Epoch  31 Batch   84/269 - Train Accuracy:  0.957, Validation Accuracy:  0.945, Loss:  0.018
Epoch  31 Batch   85/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.018
Epoch  31 Batch   86/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.023
Epoch  31 Batch   87/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.023
Epoch  31 Batch   88/269 - Train Accuracy:  0.956, Validation Accuracy:  0.942, Loss:  0.021
Epoch  31 Batch   89/269 - Train Accuracy:  0.970, Validation Accuracy:  0.946, Loss:  0.018
Epoch  31 Batch   90/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.019
Epoch  31 Batch   91/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.019
Epoch  31 Batch   92/269 - Train Accuracy:  0.956, Validation Accuracy:  0.949, Loss:  0.020
Epoch  31 Batch   93/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.018
Epoch  31 Batch   94/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.024
Epoch  31 Batch   95/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.017
Epoch  31 Batch   96/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.022
Epoch  31 Batch   97/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.017
Epoch  31 Batch   98/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.018
Epoch  31 Batch   99/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.017
Epoch  31 Batch  100/269 - Train Accuracy:  0.958, Validation Accuracy:  0.946, Loss:  0.022
Epoch  31 Batch  101/269 - Train Accuracy:  0.954, Validation Accuracy:  0.944, Loss:  0.020
Epoch  31 Batch  102/269 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.020
Epoch  31 Batch  103/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.021
Epoch  31 Batch  104/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.021
Epoch  31 Batch  105/269 - Train Accuracy:  0.954, Validation Accuracy:  0.954, Loss:  0.018
Epoch  31 Batch  106/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.015
Epoch  31 Batch  107/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.017
Epoch  31 Batch  108/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.016
Epoch  31 Batch  109/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.019
Epoch  31 Batch  110/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.017
Epoch  31 Batch  111/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.019
Epoch  31 Batch  112/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.016
Epoch  31 Batch  113/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.019
Epoch  31 Batch  114/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.020
Epoch  31 Batch  115/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.020
Epoch  31 Batch  116/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.016
Epoch  31 Batch  117/269 - Train Accuracy:  0.963, Validation Accuracy:  0.949, Loss:  0.020
Epoch  31 Batch  118/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.015
Epoch  31 Batch  119/269 - Train Accuracy:  0.947, Validation Accuracy:  0.946, Loss:  0.021
Epoch  31 Batch  120/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.019
Epoch  31 Batch  121/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.017
Epoch  31 Batch  122/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.018
Epoch  31 Batch  123/269 - Train Accuracy:  0.956, Validation Accuracy:  0.962, Loss:  0.020
Epoch  31 Batch  124/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.017
Epoch  31 Batch  125/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.019
Epoch  31 Batch  126/269 - Train Accuracy:  0.953, Validation Accuracy:  0.961, Loss:  0.018
Epoch  31 Batch  127/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.017
Epoch  31 Batch  128/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.021
Epoch  31 Batch  129/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.018
Epoch  31 Batch  130/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.020
Epoch  31 Batch  131/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.024
Epoch  31 Batch  132/269 - Train Accuracy:  0.946, Validation Accuracy:  0.957, Loss:  0.022
Epoch  31 Batch  133/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.019
Epoch  31 Batch  134/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.018
Epoch  31 Batch  135/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.020
Epoch  31 Batch  136/269 - Train Accuracy:  0.951, Validation Accuracy:  0.962, Loss:  0.023
Epoch  31 Batch  137/269 - Train Accuracy:  0.957, Validation Accuracy:  0.964, Loss:  0.020
Epoch  31 Batch  138/269 - Train Accuracy:  0.954, Validation Accuracy:  0.959, Loss:  0.015
Epoch  31 Batch  139/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.016
Epoch  31 Batch  140/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.019
Epoch  31 Batch  141/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.022
Epoch  31 Batch  142/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.022
Epoch  31 Batch  143/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.017
Epoch  31 Batch  144/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.014
Epoch  31 Batch  145/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.015
Epoch  31 Batch  146/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch  147/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.021
Epoch  31 Batch  148/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.018
Epoch  31 Batch  149/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.019
Epoch  31 Batch  150/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.021
Epoch  31 Batch  151/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.018
Epoch  31 Batch  152/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.020
Epoch  31 Batch  153/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.018
Epoch  31 Batch  154/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.016
Epoch  31 Batch  155/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.018
Epoch  31 Batch  156/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch  157/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.018
Epoch  31 Batch  158/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.018
Epoch  31 Batch  159/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.017
Epoch  31 Batch  160/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.016
Epoch  31 Batch  161/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.017
Epoch  31 Batch  162/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.016
Epoch  31 Batch  163/269 - Train Accuracy:  0.972, Validation Accuracy:  0.951, Loss:  0.018
Epoch  31 Batch  164/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.019
Epoch  31 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch  166/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.021
Epoch  31 Batch  167/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.019
Epoch  31 Batch  168/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.021
Epoch  31 Batch  169/269 - Train Accuracy:  0.949, Validation Accuracy:  0.954, Loss:  0.017
Epoch  31 Batch  170/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.022
Epoch  31 Batch  171/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.019
Epoch  31 Batch  172/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.019
Epoch  31 Batch  173/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.016
Epoch  31 Batch  174/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.016
Epoch  31 Batch  175/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.025
Epoch  31 Batch  176/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.018
Epoch  31 Batch  177/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.016
Epoch  31 Batch  178/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.020
Epoch  31 Batch  179/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.015
Epoch  31 Batch  180/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.015
Epoch  31 Batch  181/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.017
Epoch  31 Batch  182/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.015
Epoch  31 Batch  183/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.015
Epoch  31 Batch  184/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.016
Epoch  31 Batch  185/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.017
Epoch  31 Batch  186/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.016
Epoch  31 Batch  187/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.018
Epoch  31 Batch  188/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.018
Epoch  31 Batch  189/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.019
Epoch  31 Batch  190/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.015
Epoch  31 Batch  191/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.017
Epoch  31 Batch  192/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.016
Epoch  31 Batch  193/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.016
Epoch  31 Batch  194/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.017
Epoch  31 Batch  195/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.015
Epoch  31 Batch  196/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.018
Epoch  31 Batch  197/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch  198/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.020
Epoch  31 Batch  199/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  31 Batch  200/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.014
Epoch  31 Batch  201/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.015
Epoch  31 Batch  202/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.016
Epoch  31 Batch  203/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.018
Epoch  31 Batch  204/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.018
Epoch  31 Batch  205/269 - Train Accuracy:  0.971, Validation Accuracy:  0.951, Loss:  0.017
Epoch  31 Batch  206/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.022
Epoch  31 Batch  207/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.017
Epoch  31 Batch  208/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.018
Epoch  31 Batch  209/269 - Train Accuracy:  0.966, Validation Accuracy:  0.952, Loss:  0.014
Epoch  31 Batch  210/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.014
Epoch  31 Batch  211/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.018
Epoch  31 Batch  212/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.021
Epoch  31 Batch  213/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.016
Epoch  31 Batch  214/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.017
Epoch  31 Batch  215/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.018
Epoch  31 Batch  216/269 - Train Accuracy:  0.949, Validation Accuracy:  0.955, Loss:  0.025
Epoch  31 Batch  217/269 - Train Accuracy:  0.943, Validation Accuracy:  0.956, Loss:  0.019
Epoch  31 Batch  218/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.017
Epoch  31 Batch  219/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.016
Epoch  31 Batch  220/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.017
Epoch  31 Batch  221/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.017
Epoch  31 Batch  222/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.015
Epoch  31 Batch  223/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.014
Epoch  31 Batch  224/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.020
Epoch  31 Batch  225/269 - Train Accuracy:  0.955, Validation Accuracy:  0.961, Loss:  0.017
Epoch  31 Batch  226/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.018
Epoch  31 Batch  227/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.018
Epoch  31 Batch  228/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.016
Epoch  31 Batch  229/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  31 Batch  230/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.014
Epoch  31 Batch  231/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.015
Epoch  31 Batch  232/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.016
Epoch  31 Batch  233/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch  234/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.018
Epoch  31 Batch  235/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.013
Epoch  31 Batch  236/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.016
Epoch  31 Batch  237/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.014
Epoch  31 Batch  238/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.016
Epoch  31 Batch  239/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.016
Epoch  31 Batch  240/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.016
Epoch  31 Batch  241/269 - Train Accuracy:  0.946, Validation Accuracy:  0.956, Loss:  0.020
Epoch  31 Batch  242/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.015
Epoch  31 Batch  243/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.013
Epoch  31 Batch  244/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  31 Batch  245/269 - Train Accuracy:  0.952, Validation Accuracy:  0.955, Loss:  0.014
Epoch  31 Batch  246/269 - Train Accuracy:  0.952, Validation Accuracy:  0.959, Loss:  0.017
Epoch  31 Batch  247/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  31 Batch  248/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.015
Epoch  31 Batch  249/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.017
Epoch  31 Batch  250/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.015
Epoch  31 Batch  251/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  31 Batch  252/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.012
Epoch  31 Batch  253/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.019
Epoch  31 Batch  254/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.017
Epoch  31 Batch  255/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.016
Epoch  31 Batch  256/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.016
Epoch  31 Batch  257/269 - Train Accuracy:  0.954, Validation Accuracy:  0.959, Loss:  0.021
Epoch  31 Batch  258/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.015
Epoch  31 Batch  259/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.016
Epoch  31 Batch  260/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.018
Epoch  31 Batch  261/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  31 Batch  262/269 - Train Accuracy:  0.957, Validation Accuracy:  0.963, Loss:  0.019
Epoch  31 Batch  263/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.018
Epoch  31 Batch  264/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.017
Epoch  31 Batch  265/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.017
Epoch  31 Batch  266/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.013
Epoch  31 Batch  267/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.017
Epoch  32 Batch    0/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.018
Epoch  32 Batch    1/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.018
Epoch  32 Batch    2/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.019
Epoch  32 Batch    3/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.014
Epoch  32 Batch    4/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.016
Epoch  32 Batch    5/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.018
Epoch  32 Batch    6/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.017
Epoch  32 Batch    7/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.015
Epoch  32 Batch    8/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.015
Epoch  32 Batch    9/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.015
Epoch  32 Batch   10/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.015
Epoch  32 Batch   11/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.016
Epoch  32 Batch   12/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.023
Epoch  32 Batch   13/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.016
Epoch  32 Batch   14/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.015
Epoch  32 Batch   15/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.011
Epoch  32 Batch   16/269 - Train Accuracy:  0.949, Validation Accuracy:  0.951, Loss:  0.020
Epoch  32 Batch   17/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.014
Epoch  32 Batch   18/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.017
Epoch  32 Batch   19/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.017
Epoch  32 Batch   20/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.014
Epoch  32 Batch   21/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.021
Epoch  32 Batch   22/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.014
Epoch  32 Batch   23/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.021
Epoch  32 Batch   24/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.017
Epoch  32 Batch   25/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.014
Epoch  32 Batch   26/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.016
Epoch  32 Batch   27/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.016
Epoch  32 Batch   28/269 - Train Accuracy:  0.959, Validation Accuracy:  0.952, Loss:  0.015
Epoch  32 Batch   29/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.015
Epoch  32 Batch   30/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.016
Epoch  32 Batch   31/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.015
Epoch  32 Batch   32/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.011
Epoch  32 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.954, Loss:  0.013
Epoch  32 Batch   34/269 - Train Accuracy:  0.957, Validation Accuracy:  0.950, Loss:  0.014
Epoch  32 Batch   35/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.021
Epoch  32 Batch   36/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.015
Epoch  32 Batch   37/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.015
Epoch  32 Batch   38/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.018
Epoch  32 Batch   39/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.010
Epoch  32 Batch   40/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.018
Epoch  32 Batch   41/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.016
Epoch  32 Batch   42/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.015
Epoch  32 Batch   43/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.015
Epoch  32 Batch   44/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.018
Epoch  32 Batch   45/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.016
Epoch  32 Batch   46/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.012
Epoch  32 Batch   47/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.013
Epoch  32 Batch   48/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.013
Epoch  32 Batch   49/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.013
Epoch  32 Batch   50/269 - Train Accuracy:  0.953, Validation Accuracy:  0.960, Loss:  0.020
Epoch  32 Batch   51/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.014
Epoch  32 Batch   52/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.013
Epoch  32 Batch   53/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.015
Epoch  32 Batch   54/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.015
Epoch  32 Batch   55/269 - Train Accuracy:  0.954, Validation Accuracy:  0.962, Loss:  0.019
Epoch  32 Batch   56/269 - Train Accuracy:  0.955, Validation Accuracy:  0.962, Loss:  0.018
Epoch  32 Batch   57/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.015
Epoch  32 Batch   58/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.016
Epoch  32 Batch   59/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  32 Batch   60/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.020
Epoch  32 Batch   61/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.016
Epoch  32 Batch   62/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.016
Epoch  32 Batch   63/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.017
Epoch  32 Batch   64/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.012
Epoch  32 Batch   65/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.014
Epoch  32 Batch   66/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.014
Epoch  32 Batch   67/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.018
Epoch  32 Batch   68/269 - Train Accuracy:  0.954, Validation Accuracy:  0.956, Loss:  0.017
Epoch  32 Batch   69/269 - Train Accuracy:  0.954, Validation Accuracy:  0.956, Loss:  0.018
Epoch  32 Batch   70/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.015
Epoch  32 Batch   71/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.016
Epoch  32 Batch   72/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.014
Epoch  32 Batch   73/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.016
Epoch  32 Batch   74/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  32 Batch   75/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.015
Epoch  32 Batch   76/269 - Train Accuracy:  0.953, Validation Accuracy:  0.956, Loss:  0.012
Epoch  32 Batch   77/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  32 Batch   78/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.015
Epoch  32 Batch   79/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.016
Epoch  32 Batch   80/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.016
Epoch  32 Batch   81/269 - Train Accuracy:  0.969, Validation Accuracy:  0.949, Loss:  0.017
Epoch  32 Batch   82/269 - Train Accuracy:  0.969, Validation Accuracy:  0.948, Loss:  0.012
Epoch  32 Batch   83/269 - Train Accuracy:  0.966, Validation Accuracy:  0.947, Loss:  0.016
Epoch  32 Batch   84/269 - Train Accuracy:  0.963, Validation Accuracy:  0.946, Loss:  0.013
Epoch  32 Batch   85/269 - Train Accuracy:  0.959, Validation Accuracy:  0.949, Loss:  0.014
Epoch  32 Batch   86/269 - Train Accuracy:  0.967, Validation Accuracy:  0.947, Loss:  0.012
Epoch  32 Batch   87/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.016
Epoch  32 Batch   88/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.015
Epoch  32 Batch   89/269 - Train Accuracy:  0.971, Validation Accuracy:  0.952, Loss:  0.016
Epoch  32 Batch   90/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.014
Epoch  32 Batch   91/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.013
Epoch  32 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.013
Epoch  32 Batch   93/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.013
Epoch  32 Batch   94/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.024
Epoch  32 Batch   95/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.013
Epoch  32 Batch   96/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.016
Epoch  32 Batch   97/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.017
Epoch  32 Batch   98/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.018
Epoch  32 Batch   99/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.015
Epoch  32 Batch  100/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.019
Epoch  32 Batch  101/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.020
Epoch  32 Batch  102/269 - Train Accuracy:  0.947, Validation Accuracy:  0.954, Loss:  0.014
Epoch  32 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.015
Epoch  32 Batch  104/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.018
Epoch  32 Batch  105/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.018
Epoch  32 Batch  106/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.014
Epoch  32 Batch  107/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.016
Epoch  32 Batch  108/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.017
Epoch  32 Batch  109/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.016
Epoch  32 Batch  110/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.017
Epoch  32 Batch  111/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.020
Epoch  32 Batch  112/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.020
Epoch  32 Batch  113/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.018
Epoch  32 Batch  114/269 - Train Accuracy:  0.957, Validation Accuracy:  0.949, Loss:  0.017
Epoch  32 Batch  115/269 - Train Accuracy:  0.961, Validation Accuracy:  0.946, Loss:  0.016
Epoch  32 Batch  116/269 - Train Accuracy:  0.967, Validation Accuracy:  0.947, Loss:  0.015
Epoch  32 Batch  117/269 - Train Accuracy:  0.962, Validation Accuracy:  0.946, Loss:  0.016
Epoch  32 Batch  118/269 - Train Accuracy:  0.964, Validation Accuracy:  0.944, Loss:  0.017
Epoch  32 Batch  119/269 - Train Accuracy:  0.952, Validation Accuracy:  0.943, Loss:  0.019
Epoch  32 Batch  120/269 - Train Accuracy:  0.958, Validation Accuracy:  0.945, Loss:  0.020
Epoch  32 Batch  121/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.013
Epoch  32 Batch  122/269 - Train Accuracy:  0.953, Validation Accuracy:  0.950, Loss:  0.016
Epoch  32 Batch  123/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.022
Epoch  32 Batch  124/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  32 Batch  125/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.013
Epoch  32 Batch  126/269 - Train Accuracy:  0.953, Validation Accuracy:  0.959, Loss:  0.016
Epoch  32 Batch  127/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.019
Epoch  32 Batch  128/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.016
Epoch  32 Batch  129/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.016
Epoch  32 Batch  130/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.020
Epoch  32 Batch  131/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.018
Epoch  32 Batch  132/269 - Train Accuracy:  0.950, Validation Accuracy:  0.950, Loss:  0.018
Epoch  32 Batch  133/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.019
Epoch  32 Batch  134/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.015
Epoch  32 Batch  135/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.015
Epoch  32 Batch  136/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.018
Epoch  32 Batch  137/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.018
Epoch  32 Batch  138/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.016
Epoch  32 Batch  139/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.014
Epoch  32 Batch  140/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.016
Epoch  32 Batch  141/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.017
Epoch  32 Batch  142/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.016
Epoch  32 Batch  143/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.017
Epoch  32 Batch  144/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  32 Batch  145/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.014
Epoch  32 Batch  146/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.014
Epoch  32 Batch  147/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.016
Epoch  32 Batch  148/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.017
Epoch  32 Batch  149/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.017
Epoch  32 Batch  150/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.020
Epoch  32 Batch  151/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.019
Epoch  32 Batch  152/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.013
Epoch  32 Batch  153/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.014
Epoch  32 Batch  154/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.015
Epoch  32 Batch  155/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.017
Epoch  32 Batch  156/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.017
Epoch  32 Batch  157/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.017
Epoch  32 Batch  158/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  32 Batch  159/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  32 Batch  160/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.014
Epoch  32 Batch  161/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.014
Epoch  32 Batch  162/269 - Train Accuracy:  0.967, Validation Accuracy:  0.949, Loss:  0.013
Epoch  32 Batch  163/269 - Train Accuracy:  0.974, Validation Accuracy:  0.949, Loss:  0.014
Epoch  32 Batch  164/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.017
Epoch  32 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.949, Loss:  0.014
Epoch  32 Batch  166/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.016
Epoch  32 Batch  167/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.016
Epoch  32 Batch  168/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.018
Epoch  32 Batch  169/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.015
Epoch  32 Batch  170/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.017
Epoch  32 Batch  171/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.018
Epoch  32 Batch  172/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.018
Epoch  32 Batch  173/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.013
Epoch  32 Batch  174/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.015
Epoch  32 Batch  175/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.021
Epoch  32 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.014
Epoch  32 Batch  177/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.012
Epoch  32 Batch  178/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.016
Epoch  32 Batch  179/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.015
Epoch  32 Batch  180/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  32 Batch  181/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.018
Epoch  32 Batch  182/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.014
Epoch  32 Batch  183/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  32 Batch  184/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  32 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.014
Epoch  32 Batch  186/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  32 Batch  187/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.017
Epoch  32 Batch  188/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.014
Epoch  32 Batch  189/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.016
Epoch  32 Batch  190/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.017
Epoch  32 Batch  191/269 - Train Accuracy:  0.971, Validation Accuracy:  0.950, Loss:  0.015
Epoch  32 Batch  192/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.014
Epoch  32 Batch  193/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.015
Epoch  32 Batch  194/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.016
Epoch  32 Batch  195/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.013
Epoch  32 Batch  196/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.015
Epoch  32 Batch  197/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.013
Epoch  32 Batch  198/269 - Train Accuracy:  0.961, Validation Accuracy:  0.945, Loss:  0.017
Epoch  32 Batch  199/269 - Train Accuracy:  0.966, Validation Accuracy:  0.947, Loss:  0.016
Epoch  32 Batch  200/269 - Train Accuracy:  0.977, Validation Accuracy:  0.949, Loss:  0.015
Epoch  32 Batch  201/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.014
Epoch  32 Batch  202/269 - Train Accuracy:  0.964, Validation Accuracy:  0.949, Loss:  0.015
Epoch  32 Batch  203/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.017
Epoch  32 Batch  204/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.015
Epoch  32 Batch  205/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.014
Epoch  32 Batch  206/269 - Train Accuracy:  0.956, Validation Accuracy:  0.951, Loss:  0.017
Epoch  32 Batch  207/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.017
Epoch  32 Batch  208/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.016
Epoch  32 Batch  209/269 - Train Accuracy:  0.952, Validation Accuracy:  0.950, Loss:  0.015
Epoch  32 Batch  210/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.013
Epoch  32 Batch  211/269 - Train Accuracy:  0.969, Validation Accuracy:  0.948, Loss:  0.017
Epoch  32 Batch  212/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.019
Epoch  32 Batch  213/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.014
Epoch  32 Batch  214/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.015
Epoch  32 Batch  215/269 - Train Accuracy:  0.958, Validation Accuracy:  0.948, Loss:  0.017
Epoch  32 Batch  216/269 - Train Accuracy:  0.956, Validation Accuracy:  0.946, Loss:  0.021
Epoch  32 Batch  217/269 - Train Accuracy:  0.946, Validation Accuracy:  0.948, Loss:  0.018
Epoch  32 Batch  218/269 - Train Accuracy:  0.971, Validation Accuracy:  0.945, Loss:  0.015
Epoch  32 Batch  219/269 - Train Accuracy:  0.964, Validation Accuracy:  0.946, Loss:  0.018
Epoch  32 Batch  220/269 - Train Accuracy:  0.958, Validation Accuracy:  0.950, Loss:  0.014
Epoch  32 Batch  221/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.013
Epoch  32 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.013
Epoch  32 Batch  223/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.015
Epoch  32 Batch  224/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.020
Epoch  32 Batch  225/269 - Train Accuracy:  0.955, Validation Accuracy:  0.952, Loss:  0.015
Epoch  32 Batch  226/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.016
Epoch  32 Batch  227/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.018
Epoch  32 Batch  228/269 - Train Accuracy:  0.966, Validation Accuracy:  0.951, Loss:  0.016
Epoch  32 Batch  229/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.014
Epoch  32 Batch  230/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  32 Batch  231/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.016
Epoch  32 Batch  232/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.018
Epoch  32 Batch  233/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.016
Epoch  32 Batch  234/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.016
Epoch  32 Batch  235/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.011
Epoch  32 Batch  236/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.014
Epoch  32 Batch  237/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.013
Epoch  32 Batch  238/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.014
Epoch  32 Batch  239/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  32 Batch  240/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.018
Epoch  32 Batch  241/269 - Train Accuracy:  0.949, Validation Accuracy:  0.952, Loss:  0.020
Epoch  32 Batch  242/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.015
Epoch  32 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.015
Epoch  32 Batch  244/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.014
Epoch  32 Batch  245/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.015
Epoch  32 Batch  246/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.017
Epoch  32 Batch  247/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.017
Epoch  32 Batch  248/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.013
Epoch  32 Batch  249/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.016
Epoch  32 Batch  250/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.016
Epoch  32 Batch  251/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.016
Epoch  32 Batch  252/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.014
Epoch  32 Batch  253/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.013
Epoch  32 Batch  254/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.016
Epoch  32 Batch  255/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.014
Epoch  32 Batch  256/269 - Train Accuracy:  0.952, Validation Accuracy:  0.951, Loss:  0.016
Epoch  32 Batch  257/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.022
Epoch  32 Batch  258/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.014
Epoch  32 Batch  259/269 - Train Accuracy:  0.970, Validation Accuracy:  0.949, Loss:  0.017
Epoch  32 Batch  260/269 - Train Accuracy:  0.959, Validation Accuracy:  0.950, Loss:  0.019
Epoch  32 Batch  261/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.017
Epoch  32 Batch  262/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.017
Epoch  32 Batch  263/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.015
Epoch  32 Batch  264/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.017
Epoch  32 Batch  265/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.015
Epoch  32 Batch  266/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.011
Epoch  32 Batch  267/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.016
Epoch  33 Batch    0/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.018
Epoch  33 Batch    1/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.016
Epoch  33 Batch    2/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.016
Epoch  33 Batch    3/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch    4/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.017
Epoch  33 Batch    5/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.015
Epoch  33 Batch    6/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  33 Batch    7/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.015
Epoch  33 Batch    8/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.018
Epoch  33 Batch    9/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.018
Epoch  33 Batch   10/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.015
Epoch  33 Batch   11/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.017
Epoch  33 Batch   12/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.019
Epoch  33 Batch   13/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch   14/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.012
Epoch  33 Batch   15/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.014
Epoch  33 Batch   16/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.022
Epoch  33 Batch   17/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch   18/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.016
Epoch  33 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.953, Loss:  0.011
Epoch  33 Batch   20/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch   21/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.019
Epoch  33 Batch   22/269 - Train Accuracy:  0.964, Validation Accuracy:  0.949, Loss:  0.016
Epoch  33 Batch   23/269 - Train Accuracy:  0.957, Validation Accuracy:  0.946, Loss:  0.021
Epoch  33 Batch   24/269 - Train Accuracy:  0.958, Validation Accuracy:  0.947, Loss:  0.015
Epoch  33 Batch   25/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.015
Epoch  33 Batch   26/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.016
Epoch  33 Batch   27/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.017
Epoch  33 Batch   28/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.014
Epoch  33 Batch   29/269 - Train Accuracy:  0.966, Validation Accuracy:  0.951, Loss:  0.014
Epoch  33 Batch   30/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.016
Epoch  33 Batch   31/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.018
Epoch  33 Batch   32/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  33 Batch   33/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.014
Epoch  33 Batch   34/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.014
Epoch  33 Batch   35/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.018
Epoch  33 Batch   36/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.016
Epoch  33 Batch   37/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.015
Epoch  33 Batch   38/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch   39/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch   41/269 - Train Accuracy:  0.951, Validation Accuracy:  0.954, Loss:  0.015
Epoch  33 Batch   42/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.013
Epoch  33 Batch   43/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.016
Epoch  33 Batch   44/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.018
Epoch  33 Batch   45/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.019
Epoch  33 Batch   46/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.011
Epoch  33 Batch   47/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch   48/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.016
Epoch  33 Batch   49/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.015
Epoch  33 Batch   50/269 - Train Accuracy:  0.957, Validation Accuracy:  0.964, Loss:  0.020
Epoch  33 Batch   51/269 - Train Accuracy:  0.956, Validation Accuracy:  0.964, Loss:  0.017
Epoch  33 Batch   52/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.015
Epoch  33 Batch   53/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  33 Batch   54/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.016
Epoch  33 Batch   55/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  33 Batch   56/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.017
Epoch  33 Batch   57/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.017
Epoch  33 Batch   58/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.018
Epoch  33 Batch   59/269 - Train Accuracy:  0.974, Validation Accuracy:  0.954, Loss:  0.012
Epoch  33 Batch   60/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.019
Epoch  33 Batch   61/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.016
Epoch  33 Batch   62/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.016
Epoch  33 Batch   63/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.019
Epoch  33 Batch   64/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.011
Epoch  33 Batch   65/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.014
Epoch  33 Batch   66/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.017
Epoch  33 Batch   67/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.019
Epoch  33 Batch   68/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.018
Epoch  33 Batch   69/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.017
Epoch  33 Batch   70/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  33 Batch   71/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.016
Epoch  33 Batch   72/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.016
Epoch  33 Batch   73/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.020
Epoch  33 Batch   74/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.015
Epoch  33 Batch   75/269 - Train Accuracy:  0.948, Validation Accuracy:  0.956, Loss:  0.020
Epoch  33 Batch   76/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.012
Epoch  33 Batch   77/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch   78/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.017
Epoch  33 Batch   79/269 - Train Accuracy:  0.951, Validation Accuracy:  0.949, Loss:  0.016
Epoch  33 Batch   80/269 - Train Accuracy:  0.970, Validation Accuracy:  0.946, Loss:  0.013
Epoch  33 Batch   81/269 - Train Accuracy:  0.968, Validation Accuracy:  0.945, Loss:  0.018
Epoch  33 Batch   82/269 - Train Accuracy:  0.973, Validation Accuracy:  0.946, Loss:  0.011
Epoch  33 Batch   83/269 - Train Accuracy:  0.965, Validation Accuracy:  0.945, Loss:  0.018
Epoch  33 Batch   84/269 - Train Accuracy:  0.967, Validation Accuracy:  0.947, Loss:  0.014
Epoch  33 Batch   85/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.016
Epoch  33 Batch   86/269 - Train Accuracy:  0.967, Validation Accuracy:  0.949, Loss:  0.014
Epoch  33 Batch   87/269 - Train Accuracy:  0.966, Validation Accuracy:  0.948, Loss:  0.016
Epoch  33 Batch   88/269 - Train Accuracy:  0.960, Validation Accuracy:  0.946, Loss:  0.016
Epoch  33 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.949, Loss:  0.015
Epoch  33 Batch   90/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.014
Epoch  33 Batch   91/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.015
Epoch  33 Batch   92/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  33 Batch   93/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.012
Epoch  33 Batch   94/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.019
Epoch  33 Batch   95/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.014
Epoch  33 Batch   96/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.017
Epoch  33 Batch   97/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.015
Epoch  33 Batch   98/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  33 Batch   99/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  33 Batch  100/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.016
Epoch  33 Batch  101/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.018
Epoch  33 Batch  102/269 - Train Accuracy:  0.953, Validation Accuracy:  0.957, Loss:  0.016
Epoch  33 Batch  103/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.017
Epoch  33 Batch  104/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.016
Epoch  33 Batch  105/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.017
Epoch  33 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.015
Epoch  33 Batch  107/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.013
Epoch  33 Batch  108/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch  109/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.018
Epoch  33 Batch  110/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch  111/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.013
Epoch  33 Batch  112/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.017
Epoch  33 Batch  113/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.016
Epoch  33 Batch  114/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.014
Epoch  33 Batch  115/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.014
Epoch  33 Batch  116/269 - Train Accuracy:  0.967, Validation Accuracy:  0.951, Loss:  0.016
Epoch  33 Batch  117/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.015
Epoch  33 Batch  118/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.013
Epoch  33 Batch  119/269 - Train Accuracy:  0.957, Validation Accuracy:  0.953, Loss:  0.018
Epoch  33 Batch  120/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.016
Epoch  33 Batch  121/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch  122/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.015
Epoch  33 Batch  123/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.014
Epoch  33 Batch  124/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.014
Epoch  33 Batch  125/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  126/269 - Train Accuracy:  0.956, Validation Accuracy:  0.962, Loss:  0.015
Epoch  33 Batch  127/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.016
Epoch  33 Batch  128/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.014
Epoch  33 Batch  129/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.017
Epoch  33 Batch  130/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.019
Epoch  33 Batch  131/269 - Train Accuracy:  0.955, Validation Accuracy:  0.958, Loss:  0.016
Epoch  33 Batch  132/269 - Train Accuracy:  0.949, Validation Accuracy:  0.961, Loss:  0.018
Epoch  33 Batch  133/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  33 Batch  134/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.014
Epoch  33 Batch  135/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.013
Epoch  33 Batch  136/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.016
Epoch  33 Batch  137/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.016
Epoch  33 Batch  138/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.015
Epoch  33 Batch  139/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch  140/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch  141/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.017
Epoch  33 Batch  142/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch  143/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.013
Epoch  33 Batch  144/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.012
Epoch  33 Batch  145/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.011
Epoch  33 Batch  146/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.015
Epoch  33 Batch  147/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.015
Epoch  33 Batch  148/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch  149/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.019
Epoch  33 Batch  150/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.014
Epoch  33 Batch  151/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.017
Epoch  33 Batch  152/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.012
Epoch  33 Batch  153/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  33 Batch  154/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.013
Epoch  33 Batch  155/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.016
Epoch  33 Batch  156/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.016
Epoch  33 Batch  157/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.015
Epoch  33 Batch  158/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.015
Epoch  33 Batch  159/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.013
Epoch  33 Batch  160/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.014
Epoch  33 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.013
Epoch  33 Batch  162/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  33 Batch  163/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch  164/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.015
Epoch  33 Batch  165/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch  166/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch  167/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.015
Epoch  33 Batch  168/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.013
Epoch  33 Batch  169/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch  170/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.014
Epoch  33 Batch  171/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.017
Epoch  33 Batch  172/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.016
Epoch  33 Batch  173/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.014
Epoch  33 Batch  174/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.013
Epoch  33 Batch  175/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.019
Epoch  33 Batch  176/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.016
Epoch  33 Batch  177/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  33 Batch  178/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.016
Epoch  33 Batch  179/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  33 Batch  180/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  181/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.017
Epoch  33 Batch  182/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  33 Batch  183/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  33 Batch  184/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  33 Batch  185/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.014
Epoch  33 Batch  186/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.011
Epoch  33 Batch  187/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch  188/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  33 Batch  189/269 - Train Accuracy:  0.976, Validation Accuracy:  0.955, Loss:  0.013
Epoch  33 Batch  190/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch  191/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  33 Batch  192/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  193/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.011
Epoch  33 Batch  194/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.015
Epoch  33 Batch  195/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.012
Epoch  33 Batch  196/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.015
Epoch  33 Batch  197/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.013
Epoch  33 Batch  198/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.013
Epoch  33 Batch  199/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.014
Epoch  33 Batch  200/269 - Train Accuracy:  0.975, Validation Accuracy:  0.951, Loss:  0.011
Epoch  33 Batch  201/269 - Train Accuracy:  0.973, Validation Accuracy:  0.950, Loss:  0.012
Epoch  33 Batch  202/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.015
Epoch  33 Batch  203/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.015
Epoch  33 Batch  204/269 - Train Accuracy:  0.973, Validation Accuracy:  0.949, Loss:  0.013
Epoch  33 Batch  205/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.013
Epoch  33 Batch  206/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.015
Epoch  33 Batch  207/269 - Train Accuracy:  0.960, Validation Accuracy:  0.947, Loss:  0.014
Epoch  33 Batch  208/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.014
Epoch  33 Batch  209/269 - Train Accuracy:  0.964, Validation Accuracy:  0.949, Loss:  0.013
Epoch  33 Batch  210/269 - Train Accuracy:  0.970, Validation Accuracy:  0.949, Loss:  0.013
Epoch  33 Batch  211/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.015
Epoch  33 Batch  212/269 - Train Accuracy:  0.956, Validation Accuracy:  0.952, Loss:  0.018
Epoch  33 Batch  213/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.012
Epoch  33 Batch  214/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.015
Epoch  33 Batch  215/269 - Train Accuracy:  0.954, Validation Accuracy:  0.960, Loss:  0.016
Epoch  33 Batch  216/269 - Train Accuracy:  0.953, Validation Accuracy:  0.958, Loss:  0.019
Epoch  33 Batch  217/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.015
Epoch  33 Batch  218/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.011
Epoch  33 Batch  219/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.014
Epoch  33 Batch  220/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch  221/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.014
Epoch  33 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.013
Epoch  33 Batch  223/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.012
Epoch  33 Batch  224/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.018
Epoch  33 Batch  225/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.015
Epoch  33 Batch  226/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch  227/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.015
Epoch  33 Batch  228/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.013
Epoch  33 Batch  229/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.015
Epoch  33 Batch  230/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.014
Epoch  33 Batch  231/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.014
Epoch  33 Batch  232/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.016
Epoch  33 Batch  233/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.013
Epoch  33 Batch  234/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch  235/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.009
Epoch  33 Batch  236/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  33 Batch  237/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.012
Epoch  33 Batch  238/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.015
Epoch  33 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.015
Epoch  33 Batch  240/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.014
Epoch  33 Batch  241/269 - Train Accuracy:  0.953, Validation Accuracy:  0.960, Loss:  0.014
Epoch  33 Batch  242/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.013
Epoch  33 Batch  243/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.010
Epoch  33 Batch  244/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.015
Epoch  33 Batch  245/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.014
Epoch  33 Batch  246/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.015
Epoch  33 Batch  247/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.015
Epoch  33 Batch  248/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.014
Epoch  33 Batch  249/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch  250/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.014
Epoch  33 Batch  251/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  33 Batch  252/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  33 Batch  253/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.016
Epoch  33 Batch  254/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.013
Epoch  33 Batch  255/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.014
Epoch  33 Batch  256/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.014
Epoch  33 Batch  257/269 - Train Accuracy:  0.953, Validation Accuracy:  0.951, Loss:  0.017
Epoch  33 Batch  258/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.013
Epoch  33 Batch  259/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.015
Epoch  33 Batch  260/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.014
Epoch  33 Batch  261/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.012
Epoch  33 Batch  262/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.016
Epoch  33 Batch  263/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.016
Epoch  33 Batch  264/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.015
Epoch  33 Batch  265/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.013
Epoch  33 Batch  266/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.011
Epoch  33 Batch  267/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  34 Batch    0/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.015
Epoch  34 Batch    1/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.015
Epoch  34 Batch    2/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.016
Epoch  34 Batch    3/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.014
Epoch  34 Batch    4/269 - Train Accuracy:  0.957, Validation Accuracy:  0.962, Loss:  0.017
Epoch  34 Batch    5/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  34 Batch    6/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.013
Epoch  34 Batch    7/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.014
Epoch  34 Batch    8/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.016
Epoch  34 Batch    9/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.016
Epoch  34 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  34 Batch   11/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.018
Epoch  34 Batch   12/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.015
Epoch  34 Batch   13/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.013
Epoch  34 Batch   14/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.011
Epoch  34 Batch   15/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  34 Batch   16/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.017
Epoch  34 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  34 Batch   18/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.013
Epoch  34 Batch   19/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.010
Epoch  34 Batch   20/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.014
Epoch  34 Batch   21/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.016
Epoch  34 Batch   22/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  34 Batch   23/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.017
Epoch  34 Batch   24/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  34 Batch   25/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.014
Epoch  34 Batch   26/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.013
Epoch  34 Batch   27/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.012
Epoch  34 Batch   28/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.017
Epoch  34 Batch   29/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.017
Epoch  34 Batch   30/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.017
Epoch  34 Batch   31/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.015
Epoch  34 Batch   32/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  34 Batch   33/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.015
Epoch  34 Batch   34/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.016
Epoch  34 Batch   35/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.023
Epoch  34 Batch   36/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.016
Epoch  34 Batch   38/269 - Train Accuracy:  0.954, Validation Accuracy:  0.955, Loss:  0.018
Epoch  34 Batch   39/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.012
Epoch  34 Batch   40/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.019
Epoch  34 Batch   41/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.017
Epoch  34 Batch   42/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.016
Epoch  34 Batch   43/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.018
Epoch  34 Batch   44/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.019
Epoch  34 Batch   45/269 - Train Accuracy:  0.948, Validation Accuracy:  0.958, Loss:  0.020
Epoch  34 Batch   46/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.015
Epoch  34 Batch   47/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.015
Epoch  34 Batch   48/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.016
Epoch  34 Batch   49/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.018
Epoch  34 Batch   50/269 - Train Accuracy:  0.954, Validation Accuracy:  0.960, Loss:  0.022
Epoch  34 Batch   51/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.018
Epoch  34 Batch   52/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.017
Epoch  34 Batch   53/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.021
Epoch  34 Batch   54/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.015
Epoch  34 Batch   55/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.019
Epoch  34 Batch   56/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.024
Epoch  34 Batch   57/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.021
Epoch  34 Batch   58/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.018
Epoch  34 Batch   59/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.015
Epoch  34 Batch   60/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.017
Epoch  34 Batch   61/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.018
Epoch  34 Batch   62/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.017
Epoch  34 Batch   63/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.021
Epoch  34 Batch   64/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  34 Batch   65/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.018
Epoch  34 Batch   66/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.013
Epoch  34 Batch   67/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.023
Epoch  34 Batch   68/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.019
Epoch  34 Batch   69/269 - Train Accuracy:  0.955, Validation Accuracy:  0.950, Loss:  0.017
Epoch  34 Batch   70/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.018
Epoch  34 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.019
Epoch  34 Batch   72/269 - Train Accuracy:  0.960, Validation Accuracy:  0.949, Loss:  0.016
Epoch  34 Batch   73/269 - Train Accuracy:  0.955, Validation Accuracy:  0.948, Loss:  0.016
Epoch  34 Batch   74/269 - Train Accuracy:  0.961, Validation Accuracy:  0.946, Loss:  0.019
Epoch  34 Batch   75/269 - Train Accuracy:  0.951, Validation Accuracy:  0.948, Loss:  0.023
Epoch  34 Batch   76/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.017
Epoch  34 Batch   77/269 - Train Accuracy:  0.963, Validation Accuracy:  0.948, Loss:  0.018
Epoch  34 Batch   78/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.015
Epoch  34 Batch   79/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.017
Epoch  34 Batch   80/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.015
Epoch  34 Batch   81/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.018
Epoch  34 Batch   82/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch   83/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.020
Epoch  34 Batch   84/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.014
Epoch  34 Batch   85/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.017
Epoch  34 Batch   86/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch   87/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.017
Epoch  34 Batch   88/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.015
Epoch  34 Batch   89/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.015
Epoch  34 Batch   90/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.016
Epoch  34 Batch   91/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.014
Epoch  34 Batch   92/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.015
Epoch  34 Batch   93/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.014
Epoch  34 Batch   94/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.022
Epoch  34 Batch   95/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  34 Batch   96/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  34 Batch   97/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.014
Epoch  34 Batch   98/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.018
Epoch  34 Batch   99/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.015
Epoch  34 Batch  100/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.016
Epoch  34 Batch  101/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.017
Epoch  34 Batch  102/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.013
Epoch  34 Batch  103/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.018
Epoch  34 Batch  104/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.015
Epoch  34 Batch  105/269 - Train Accuracy:  0.958, Validation Accuracy:  0.949, Loss:  0.018
Epoch  34 Batch  106/269 - Train Accuracy:  0.965, Validation Accuracy:  0.949, Loss:  0.013
Epoch  34 Batch  107/269 - Train Accuracy:  0.964, Validation Accuracy:  0.949, Loss:  0.013
Epoch  34 Batch  108/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.013
Epoch  34 Batch  109/269 - Train Accuracy:  0.951, Validation Accuracy:  0.949, Loss:  0.018
Epoch  34 Batch  110/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.012
Epoch  34 Batch  111/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch  112/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch  113/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch  114/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.015
Epoch  34 Batch  115/269 - Train Accuracy:  0.960, Validation Accuracy:  0.948, Loss:  0.015
Epoch  34 Batch  116/269 - Train Accuracy:  0.966, Validation Accuracy:  0.949, Loss:  0.013
Epoch  34 Batch  117/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.014
Epoch  34 Batch  118/269 - Train Accuracy:  0.969, Validation Accuracy:  0.948, Loss:  0.011
Epoch  34 Batch  119/269 - Train Accuracy:  0.956, Validation Accuracy:  0.947, Loss:  0.018
Epoch  34 Batch  120/269 - Train Accuracy:  0.966, Validation Accuracy:  0.951, Loss:  0.016
Epoch  34 Batch  121/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.014
Epoch  34 Batch  122/269 - Train Accuracy:  0.956, Validation Accuracy:  0.950, Loss:  0.016
Epoch  34 Batch  123/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch  124/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.014
Epoch  34 Batch  125/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.012
Epoch  34 Batch  126/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.015
Epoch  34 Batch  127/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch  128/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.015
Epoch  34 Batch  129/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.015
Epoch  34 Batch  130/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.016
Epoch  34 Batch  131/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch  132/269 - Train Accuracy:  0.952, Validation Accuracy:  0.957, Loss:  0.017
Epoch  34 Batch  133/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.012
Epoch  34 Batch  134/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.016
Epoch  34 Batch  135/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.013
Epoch  34 Batch  136/269 - Train Accuracy:  0.950, Validation Accuracy:  0.959, Loss:  0.019
Epoch  34 Batch  137/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.016
Epoch  34 Batch  138/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.016
Epoch  34 Batch  139/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch  140/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.015
Epoch  34 Batch  141/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.016
Epoch  34 Batch  142/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.016
Epoch  34 Batch  143/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.013
Epoch  34 Batch  144/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  34 Batch  145/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch  146/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.017
Epoch  34 Batch  147/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  34 Batch  148/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.014
Epoch  34 Batch  149/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.018
Epoch  34 Batch  150/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch  151/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.015
Epoch  34 Batch  152/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.016
Epoch  34 Batch  153/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.013
Epoch  34 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.014
Epoch  34 Batch  155/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  34 Batch  156/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.013
Epoch  34 Batch  157/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.014
Epoch  34 Batch  158/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.014
Epoch  34 Batch  159/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.013
Epoch  34 Batch  160/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.014
Epoch  34 Batch  161/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.013
Epoch  34 Batch  162/269 - Train Accuracy:  0.967, Validation Accuracy:  0.951, Loss:  0.012
Epoch  34 Batch  163/269 - Train Accuracy:  0.973, Validation Accuracy:  0.950, Loss:  0.012
Epoch  34 Batch  164/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.017
Epoch  34 Batch  165/269 - Train Accuracy:  0.972, Validation Accuracy:  0.951, Loss:  0.011
Epoch  34 Batch  166/269 - Train Accuracy:  0.969, Validation Accuracy:  0.951, Loss:  0.013
Epoch  34 Batch  167/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.019
Epoch  34 Batch  168/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.015
Epoch  34 Batch  169/269 - Train Accuracy:  0.961, Validation Accuracy:  0.955, Loss:  0.012
Epoch  34 Batch  170/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.013
Epoch  34 Batch  171/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.016
Epoch  34 Batch  172/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.015
Epoch  34 Batch  173/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.017
Epoch  34 Batch  174/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.014
Epoch  34 Batch  175/269 - Train Accuracy:  0.957, Validation Accuracy:  0.962, Loss:  0.022
Epoch  34 Batch  176/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.016
Epoch  34 Batch  177/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.012
Epoch  34 Batch  178/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.015
Epoch  34 Batch  179/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.017
Epoch  34 Batch  180/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.015
Epoch  34 Batch  181/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch  182/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.014
Epoch  34 Batch  183/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.011
Epoch  34 Batch  184/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.014
Epoch  34 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.949, Loss:  0.013
Epoch  34 Batch  186/269 - Train Accuracy:  0.964, Validation Accuracy:  0.946, Loss:  0.013
Epoch  34 Batch  187/269 - Train Accuracy:  0.969, Validation Accuracy:  0.949, Loss:  0.013
Epoch  34 Batch  188/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.015
Epoch  34 Batch  189/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.013
Epoch  34 Batch  190/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch  191/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.013
Epoch  34 Batch  192/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  34 Batch  193/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.013
Epoch  34 Batch  194/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  34 Batch  195/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  34 Batch  196/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.014
Epoch  34 Batch  197/269 - Train Accuracy:  0.965, Validation Accuracy:  0.950, Loss:  0.013
Epoch  34 Batch  198/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.012
Epoch  34 Batch  199/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.014
Epoch  34 Batch  200/269 - Train Accuracy:  0.976, Validation Accuracy:  0.951, Loss:  0.014
Epoch  34 Batch  201/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.013
Epoch  34 Batch  202/269 - Train Accuracy:  0.966, Validation Accuracy:  0.952, Loss:  0.017
Epoch  34 Batch  203/269 - Train Accuracy:  0.965, Validation Accuracy:  0.948, Loss:  0.018
Epoch  34 Batch  204/269 - Train Accuracy:  0.973, Validation Accuracy:  0.944, Loss:  0.011
Epoch  34 Batch  205/269 - Train Accuracy:  0.968, Validation Accuracy:  0.945, Loss:  0.014
Epoch  34 Batch  206/269 - Train Accuracy:  0.959, Validation Accuracy:  0.947, Loss:  0.016
Epoch  34 Batch  207/269 - Train Accuracy:  0.965, Validation Accuracy:  0.948, Loss:  0.015
Epoch  34 Batch  208/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.017
Epoch  34 Batch  209/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.015
Epoch  34 Batch  210/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.013
Epoch  34 Batch  211/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.017
Epoch  34 Batch  212/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.018
Epoch  34 Batch  213/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.014
Epoch  34 Batch  214/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.014
Epoch  34 Batch  215/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.014
Epoch  34 Batch  216/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.017
Epoch  34 Batch  217/269 - Train Accuracy:  0.950, Validation Accuracy:  0.951, Loss:  0.017
Epoch  34 Batch  218/269 - Train Accuracy:  0.973, Validation Accuracy:  0.953, Loss:  0.012
Epoch  34 Batch  219/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  34 Batch  220/269 - Train Accuracy:  0.956, Validation Accuracy:  0.954, Loss:  0.014
Epoch  34 Batch  221/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.014
Epoch  34 Batch  222/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.015
Epoch  34 Batch  223/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.013
Epoch  34 Batch  224/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.019
Epoch  34 Batch  225/269 - Train Accuracy:  0.952, Validation Accuracy:  0.958, Loss:  0.015
Epoch  34 Batch  226/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.017
Epoch  34 Batch  227/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.017
Epoch  34 Batch  228/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.013
Epoch  34 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.015
Epoch  34 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.013
Epoch  34 Batch  231/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.016
Epoch  34 Batch  232/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.014
Epoch  34 Batch  233/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  34 Batch  234/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.013
Epoch  34 Batch  235/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.011
Epoch  34 Batch  236/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.013
Epoch  34 Batch  237/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  34 Batch  238/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.013
Epoch  34 Batch  239/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.014
Epoch  34 Batch  240/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.016
Epoch  34 Batch  241/269 - Train Accuracy:  0.952, Validation Accuracy:  0.956, Loss:  0.018
Epoch  34 Batch  242/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.015
Epoch  34 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.012
Epoch  34 Batch  244/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.014
Epoch  34 Batch  245/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.014
Epoch  34 Batch  246/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.016
Epoch  34 Batch  247/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.014
Epoch  34 Batch  248/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  34 Batch  249/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  34 Batch  250/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  34 Batch  251/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.014
Epoch  34 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.009
Epoch  34 Batch  253/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.015
Epoch  34 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.018
Epoch  34 Batch  255/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.013
Epoch  34 Batch  256/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.014
Epoch  34 Batch  257/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.017
Epoch  34 Batch  258/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  34 Batch  259/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.014
Epoch  34 Batch  260/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.014
Epoch  34 Batch  261/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.011
Epoch  34 Batch  262/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.015
Epoch  34 Batch  263/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.015
Epoch  34 Batch  264/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.015
Epoch  34 Batch  265/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.015
Epoch  34 Batch  266/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.011
Epoch  34 Batch  267/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch    0/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  35 Batch    1/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.014
Epoch  35 Batch    2/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.015
Epoch  35 Batch    3/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch    4/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.016
Epoch  35 Batch    5/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.014
Epoch  35 Batch    6/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.013
Epoch  35 Batch    7/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.017
Epoch  35 Batch    8/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.017
Epoch  35 Batch    9/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.014
Epoch  35 Batch   10/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.013
Epoch  35 Batch   11/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.018
Epoch  35 Batch   12/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.018
Epoch  35 Batch   13/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  35 Batch   14/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  35 Batch   15/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  35 Batch   16/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.019
Epoch  35 Batch   17/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.011
Epoch  35 Batch   18/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.014
Epoch  35 Batch   19/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  35 Batch   20/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.015
Epoch  35 Batch   21/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.017
Epoch  35 Batch   22/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch   23/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.021
Epoch  35 Batch   24/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.014
Epoch  35 Batch   25/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.016
Epoch  35 Batch   26/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.013
Epoch  35 Batch   27/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.016
Epoch  35 Batch   28/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch   29/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.017
Epoch  35 Batch   30/269 - Train Accuracy:  0.953, Validation Accuracy:  0.957, Loss:  0.017
Epoch  35 Batch   31/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.016
Epoch  35 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.011
Epoch  35 Batch   33/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.014
Epoch  35 Batch   34/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.014
Epoch  35 Batch   35/269 - Train Accuracy:  0.960, Validation Accuracy:  0.966, Loss:  0.019
Epoch  35 Batch   36/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.014
Epoch  35 Batch   37/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.014
Epoch  35 Batch   38/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.012
Epoch  35 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.012
Epoch  35 Batch   40/269 - Train Accuracy:  0.955, Validation Accuracy:  0.956, Loss:  0.014
Epoch  35 Batch   41/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch   42/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.013
Epoch  35 Batch   43/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  35 Batch   44/269 - Train Accuracy:  0.958, Validation Accuracy:  0.955, Loss:  0.016
Epoch  35 Batch   45/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch   46/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  35 Batch   47/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  35 Batch   48/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  35 Batch   49/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.014
Epoch  35 Batch   50/269 - Train Accuracy:  0.958, Validation Accuracy:  0.963, Loss:  0.017
Epoch  35 Batch   51/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  35 Batch   52/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  35 Batch   53/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.014
Epoch  35 Batch   54/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch   55/269 - Train Accuracy:  0.956, Validation Accuracy:  0.956, Loss:  0.017
Epoch  35 Batch   56/269 - Train Accuracy:  0.958, Validation Accuracy:  0.960, Loss:  0.018
Epoch  35 Batch   57/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch   58/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  35 Batch   59/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.012
Epoch  35 Batch   60/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  35 Batch   61/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.016
Epoch  35 Batch   62/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  35 Batch   63/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.017
Epoch  35 Batch   64/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.011
Epoch  35 Batch   65/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch   66/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch   67/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.017
Epoch  35 Batch   68/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.018
Epoch  35 Batch   69/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch   70/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch   71/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.017
Epoch  35 Batch   72/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.016
Epoch  35 Batch   73/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.014
Epoch  35 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  35 Batch   75/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.017
Epoch  35 Batch   76/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch   77/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.014
Epoch  35 Batch   78/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.015
Epoch  35 Batch   79/269 - Train Accuracy:  0.956, Validation Accuracy:  0.959, Loss:  0.018
Epoch  35 Batch   80/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  35 Batch   81/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.014
Epoch  35 Batch   82/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.013
Epoch  35 Batch   83/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.016
Epoch  35 Batch   84/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.015
Epoch  35 Batch   85/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.014
Epoch  35 Batch   86/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.012
Epoch  35 Batch   87/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.020
Epoch  35 Batch   88/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch   89/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.015
Epoch  35 Batch   91/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  35 Batch   92/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch   93/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.014
Epoch  35 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.018
Epoch  35 Batch   95/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  35 Batch   96/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.016
Epoch  35 Batch   97/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.016
Epoch  35 Batch   98/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.018
Epoch  35 Batch   99/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.015
Epoch  35 Batch  100/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.017
Epoch  35 Batch  101/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.018
Epoch  35 Batch  102/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  103/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.016
Epoch  35 Batch  104/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.015
Epoch  35 Batch  105/269 - Train Accuracy:  0.958, Validation Accuracy:  0.963, Loss:  0.015
Epoch  35 Batch  106/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  35 Batch  107/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.014
Epoch  35 Batch  108/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  109/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.016
Epoch  35 Batch  110/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  35 Batch  111/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch  112/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.014
Epoch  35 Batch  113/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.015
Epoch  35 Batch  114/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.014
Epoch  35 Batch  115/269 - Train Accuracy:  0.967, Validation Accuracy:  0.950, Loss:  0.015
Epoch  35 Batch  116/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.013
Epoch  35 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.013
Epoch  35 Batch  118/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.013
Epoch  35 Batch  119/269 - Train Accuracy:  0.951, Validation Accuracy:  0.955, Loss:  0.018
Epoch  35 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.014
Epoch  35 Batch  121/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.017
Epoch  35 Batch  122/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch  123/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.014
Epoch  35 Batch  124/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  125/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  35 Batch  126/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  35 Batch  127/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.014
Epoch  35 Batch  128/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.015
Epoch  35 Batch  129/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.014
Epoch  35 Batch  130/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.016
Epoch  35 Batch  131/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.018
Epoch  35 Batch  132/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.017
Epoch  35 Batch  133/269 - Train Accuracy:  0.957, Validation Accuracy:  0.964, Loss:  0.014
Epoch  35 Batch  134/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  35 Batch  135/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.014
Epoch  35 Batch  136/269 - Train Accuracy:  0.954, Validation Accuracy:  0.961, Loss:  0.014
Epoch  35 Batch  137/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.014
Epoch  35 Batch  138/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  35 Batch  139/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  35 Batch  140/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  35 Batch  141/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  35 Batch  142/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  143/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.015
Epoch  35 Batch  144/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  145/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  35 Batch  146/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.014
Epoch  35 Batch  147/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.018
Epoch  35 Batch  148/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  35 Batch  149/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.017
Epoch  35 Batch  150/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.015
Epoch  35 Batch  151/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.017
Epoch  35 Batch  152/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  35 Batch  153/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  154/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.017
Epoch  35 Batch  155/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.016
Epoch  35 Batch  156/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  157/269 - Train Accuracy:  0.957, Validation Accuracy:  0.961, Loss:  0.016
Epoch  35 Batch  158/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  159/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.016
Epoch  35 Batch  160/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  35 Batch  161/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  35 Batch  162/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  163/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  35 Batch  164/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.013
Epoch  35 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  35 Batch  166/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  35 Batch  167/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.014
Epoch  35 Batch  168/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.015
Epoch  35 Batch  169/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.012
Epoch  35 Batch  170/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.016
Epoch  35 Batch  171/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  172/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  173/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.012
Epoch  35 Batch  174/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  35 Batch  175/269 - Train Accuracy:  0.959, Validation Accuracy:  0.965, Loss:  0.020
Epoch  35 Batch  176/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  35 Batch  177/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  35 Batch  178/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  179/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  180/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  35 Batch  181/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.016
Epoch  35 Batch  182/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  35 Batch  183/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  35 Batch  184/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.013
Epoch  35 Batch  186/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.010
Epoch  35 Batch  187/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.012
Epoch  35 Batch  188/269 - Train Accuracy:  0.973, Validation Accuracy:  0.952, Loss:  0.016
Epoch  35 Batch  189/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.012
Epoch  35 Batch  190/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.015
Epoch  35 Batch  191/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.013
Epoch  35 Batch  192/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.013
Epoch  35 Batch  193/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.012
Epoch  35 Batch  194/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.012
Epoch  35 Batch  195/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.011
Epoch  35 Batch  196/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.015
Epoch  35 Batch  197/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  35 Batch  198/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.013
Epoch  35 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  35 Batch  200/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.012
Epoch  35 Batch  201/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.013
Epoch  35 Batch  202/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.015
Epoch  35 Batch  203/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.015
Epoch  35 Batch  204/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.014
Epoch  35 Batch  205/269 - Train Accuracy:  0.971, Validation Accuracy:  0.949, Loss:  0.013
Epoch  35 Batch  206/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.017
Epoch  35 Batch  207/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.014
Epoch  35 Batch  208/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.017
Epoch  35 Batch  209/269 - Train Accuracy:  0.957, Validation Accuracy:  0.947, Loss:  0.017
Epoch  35 Batch  210/269 - Train Accuracy:  0.969, Validation Accuracy:  0.950, Loss:  0.014
Epoch  35 Batch  211/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.017
Epoch  35 Batch  212/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.021
Epoch  35 Batch  213/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.015
Epoch  35 Batch  214/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.016
Epoch  35 Batch  215/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.015
Epoch  35 Batch  216/269 - Train Accuracy:  0.959, Validation Accuracy:  0.964, Loss:  0.019
Epoch  35 Batch  217/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.017
Epoch  35 Batch  218/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.012
Epoch  35 Batch  219/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.013
Epoch  35 Batch  220/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.013
Epoch  35 Batch  221/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.019
Epoch  35 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.014
Epoch  35 Batch  223/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.011
Epoch  35 Batch  224/269 - Train Accuracy:  0.954, Validation Accuracy:  0.952, Loss:  0.019
Epoch  35 Batch  225/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.013
Epoch  35 Batch  226/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.017
Epoch  35 Batch  227/269 - Train Accuracy:  0.969, Validation Accuracy:  0.950, Loss:  0.018
Epoch  35 Batch  228/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.014
Epoch  35 Batch  229/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.016
Epoch  35 Batch  230/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.017
Epoch  35 Batch  231/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.017
Epoch  35 Batch  232/269 - Train Accuracy:  0.958, Validation Accuracy:  0.952, Loss:  0.017
Epoch  35 Batch  233/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch  234/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.013
Epoch  35 Batch  235/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  35 Batch  236/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.015
Epoch  35 Batch  237/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.016
Epoch  35 Batch  238/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  35 Batch  239/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.016
Epoch  35 Batch  240/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.016
Epoch  35 Batch  241/269 - Train Accuracy:  0.953, Validation Accuracy:  0.953, Loss:  0.019
Epoch  35 Batch  242/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.015
Epoch  35 Batch  243/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.014
Epoch  35 Batch  244/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.014
Epoch  35 Batch  245/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.016
Epoch  35 Batch  246/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.017
Epoch  35 Batch  247/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  35 Batch  248/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  35 Batch  249/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.019
Epoch  35 Batch  250/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.019
Epoch  35 Batch  251/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.015
Epoch  35 Batch  252/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  35 Batch  253/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.015
Epoch  35 Batch  254/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.015
Epoch  35 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.013
Epoch  35 Batch  256/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  35 Batch  257/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.018
Epoch  35 Batch  258/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.015
Epoch  35 Batch  259/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.015
Epoch  35 Batch  260/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.016
Epoch  35 Batch  261/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch  262/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.015
Epoch  35 Batch  263/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.017
Epoch  35 Batch  264/269 - Train Accuracy:  0.955, Validation Accuracy:  0.965, Loss:  0.017
Epoch  35 Batch  265/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.016
Epoch  35 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.014
Epoch  35 Batch  267/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.015
Epoch  36 Batch    0/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.016
Epoch  36 Batch    1/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.016
Epoch  36 Batch    2/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.014
Epoch  36 Batch    3/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  36 Batch    4/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.015
Epoch  36 Batch    5/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.015
Epoch  36 Batch    6/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.013
Epoch  36 Batch    7/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.014
Epoch  36 Batch    8/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.014
Epoch  36 Batch    9/269 - Train Accuracy:  0.957, Validation Accuracy:  0.961, Loss:  0.016
Epoch  36 Batch   10/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.015
Epoch  36 Batch   11/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.017
Epoch  36 Batch   12/269 - Train Accuracy:  0.958, Validation Accuracy:  0.960, Loss:  0.018
Epoch  36 Batch   13/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.014
Epoch  36 Batch   14/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.014
Epoch  36 Batch   15/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  36 Batch   16/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.017
Epoch  36 Batch   17/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.011
Epoch  36 Batch   18/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.014
Epoch  36 Batch   19/269 - Train Accuracy:  0.974, Validation Accuracy:  0.954, Loss:  0.011
Epoch  36 Batch   20/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.013
Epoch  36 Batch   21/269 - Train Accuracy:  0.960, Validation Accuracy:  0.955, Loss:  0.015
Epoch  36 Batch   22/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  36 Batch   23/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.016
Epoch  36 Batch   24/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.014
Epoch  36 Batch   25/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.015
Epoch  36 Batch   26/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch   27/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  36 Batch   28/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.015
Epoch  36 Batch   29/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  36 Batch   30/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.015
Epoch  36 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  36 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.955, Loss:  0.008
Epoch  36 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.955, Loss:  0.011
Epoch  36 Batch   34/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.014
Epoch  36 Batch   35/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.018
Epoch  36 Batch   36/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.014
Epoch  36 Batch   37/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch   38/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.013
Epoch  36 Batch   39/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  36 Batch   40/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  36 Batch   41/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.014
Epoch  36 Batch   42/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch   43/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.015
Epoch  36 Batch   44/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.015
Epoch  36 Batch   45/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch   46/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  36 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  36 Batch   48/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.013
Epoch  36 Batch   49/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.013
Epoch  36 Batch   50/269 - Train Accuracy:  0.956, Validation Accuracy:  0.961, Loss:  0.016
Epoch  36 Batch   51/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch   52/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch   53/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  36 Batch   54/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.014
Epoch  36 Batch   55/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.017
Epoch  36 Batch   56/269 - Train Accuracy:  0.952, Validation Accuracy:  0.962, Loss:  0.016
Epoch  36 Batch   57/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.017
Epoch  36 Batch   58/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.014
Epoch  36 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch   60/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.016
Epoch  36 Batch   61/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.013
Epoch  36 Batch   62/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.015
Epoch  36 Batch   63/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.017
Epoch  36 Batch   64/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  36 Batch   65/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.016
Epoch  36 Batch   66/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.013
Epoch  36 Batch   67/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.015
Epoch  36 Batch   68/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.016
Epoch  36 Batch   69/269 - Train Accuracy:  0.955, Validation Accuracy:  0.951, Loss:  0.016
Epoch  36 Batch   70/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.015
Epoch  36 Batch   71/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.017
Epoch  36 Batch   72/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.013
Epoch  36 Batch   73/269 - Train Accuracy:  0.957, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch   74/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  36 Batch   75/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.018
Epoch  36 Batch   76/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.018
Epoch  36 Batch   77/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.014
Epoch  36 Batch   78/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.018
Epoch  36 Batch   79/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.016
Epoch  36 Batch   80/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch   81/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  36 Batch   82/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.010
Epoch  36 Batch   83/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.017
Epoch  36 Batch   84/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.012
Epoch  36 Batch   85/269 - Train Accuracy:  0.960, Validation Accuracy:  0.950, Loss:  0.017
Epoch  36 Batch   86/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.013
Epoch  36 Batch   87/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.013
Epoch  36 Batch   88/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.015
Epoch  36 Batch   89/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.017
Epoch  36 Batch   90/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch   91/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch   92/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch   93/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.013
Epoch  36 Batch   94/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.017
Epoch  36 Batch   95/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  36 Batch   96/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.016
Epoch  36 Batch   97/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.014
Epoch  36 Batch   98/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.017
Epoch  36 Batch   99/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.017
Epoch  36 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.016
Epoch  36 Batch  101/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.018
Epoch  36 Batch  102/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.012
Epoch  36 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  36 Batch  104/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.016
Epoch  36 Batch  105/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.013
Epoch  36 Batch  106/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.015
Epoch  36 Batch  107/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.013
Epoch  36 Batch  108/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.011
Epoch  36 Batch  109/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.014
Epoch  36 Batch  110/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.012
Epoch  36 Batch  111/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.013
Epoch  36 Batch  112/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  36 Batch  113/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch  114/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.011
Epoch  36 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.016
Epoch  36 Batch  116/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  36 Batch  117/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.013
Epoch  36 Batch  118/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.013
Epoch  36 Batch  119/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.017
Epoch  36 Batch  120/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.014
Epoch  36 Batch  121/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.013
Epoch  36 Batch  122/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch  123/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch  124/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  36 Batch  125/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  36 Batch  126/269 - Train Accuracy:  0.957, Validation Accuracy:  0.963, Loss:  0.014
Epoch  36 Batch  127/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.017
Epoch  36 Batch  128/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.015
Epoch  36 Batch  129/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.017
Epoch  36 Batch  130/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.015
Epoch  36 Batch  131/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  36 Batch  132/269 - Train Accuracy:  0.951, Validation Accuracy:  0.962, Loss:  0.019
Epoch  36 Batch  133/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.015
Epoch  36 Batch  134/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch  135/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  36 Batch  136/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch  137/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch  138/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.015
Epoch  36 Batch  139/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch  140/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.014
Epoch  36 Batch  141/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.017
Epoch  36 Batch  142/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.015
Epoch  36 Batch  143/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch  144/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  36 Batch  145/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  36 Batch  146/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.018
Epoch  36 Batch  147/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.018
Epoch  36 Batch  148/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.015
Epoch  36 Batch  149/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.018
Epoch  36 Batch  150/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.015
Epoch  36 Batch  151/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.016
Epoch  36 Batch  152/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  36 Batch  153/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  36 Batch  154/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.015
Epoch  36 Batch  155/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.015
Epoch  36 Batch  156/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.013
Epoch  36 Batch  157/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.014
Epoch  36 Batch  158/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.015
Epoch  36 Batch  159/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.016
Epoch  36 Batch  160/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.014
Epoch  36 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.015
Epoch  36 Batch  162/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.014
Epoch  36 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.014
Epoch  36 Batch  164/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.016
Epoch  36 Batch  165/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.015
Epoch  36 Batch  166/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.016
Epoch  36 Batch  167/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.016
Epoch  36 Batch  168/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.017
Epoch  36 Batch  169/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.012
Epoch  36 Batch  170/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.016
Epoch  36 Batch  171/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.017
Epoch  36 Batch  172/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  36 Batch  173/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.014
Epoch  36 Batch  174/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.015
Epoch  36 Batch  175/269 - Train Accuracy:  0.954, Validation Accuracy:  0.960, Loss:  0.023
Epoch  36 Batch  176/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  36 Batch  177/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.011
Epoch  36 Batch  178/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.015
Epoch  36 Batch  179/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.011
Epoch  36 Batch  180/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.016
Epoch  36 Batch  181/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.018
Epoch  36 Batch  182/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.018
Epoch  36 Batch  183/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.010
Epoch  36 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.016
Epoch  36 Batch  185/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.015
Epoch  36 Batch  186/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.011
Epoch  36 Batch  187/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.014
Epoch  36 Batch  188/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.016
Epoch  36 Batch  189/269 - Train Accuracy:  0.968, Validation Accuracy:  0.948, Loss:  0.015
Epoch  36 Batch  190/269 - Train Accuracy:  0.964, Validation Accuracy:  0.948, Loss:  0.016
Epoch  36 Batch  191/269 - Train Accuracy:  0.972, Validation Accuracy:  0.949, Loss:  0.014
Epoch  36 Batch  192/269 - Train Accuracy:  0.971, Validation Accuracy:  0.952, Loss:  0.015
Epoch  36 Batch  193/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.012
Epoch  36 Batch  194/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.015
Epoch  36 Batch  195/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.013
Epoch  36 Batch  196/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.019
Epoch  36 Batch  197/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.016
Epoch  36 Batch  198/269 - Train Accuracy:  0.969, Validation Accuracy:  0.949, Loss:  0.015
Epoch  36 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.014
Epoch  36 Batch  200/269 - Train Accuracy:  0.975, Validation Accuracy:  0.954, Loss:  0.016
Epoch  36 Batch  201/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.014
Epoch  36 Batch  202/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.017
Epoch  36 Batch  203/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.020
Epoch  36 Batch  204/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.014
Epoch  36 Batch  205/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.015
Epoch  36 Batch  206/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.018
Epoch  36 Batch  207/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.018
Epoch  36 Batch  208/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.015
Epoch  36 Batch  209/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.014
Epoch  36 Batch  210/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.018
Epoch  36 Batch  211/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.017
Epoch  36 Batch  212/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.019
Epoch  36 Batch  213/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.017
Epoch  36 Batch  214/269 - Train Accuracy:  0.961, Validation Accuracy:  0.951, Loss:  0.017
Epoch  36 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.015
Epoch  36 Batch  216/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.020
Epoch  36 Batch  217/269 - Train Accuracy:  0.954, Validation Accuracy:  0.953, Loss:  0.017
Epoch  36 Batch  218/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.015
Epoch  36 Batch  219/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.016
Epoch  36 Batch  220/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.017
Epoch  36 Batch  221/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.018
Epoch  36 Batch  222/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.015
Epoch  36 Batch  223/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.011
Epoch  36 Batch  224/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.020
Epoch  36 Batch  225/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch  226/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.017
Epoch  36 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.017
Epoch  36 Batch  228/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.015
Epoch  36 Batch  229/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.016
Epoch  36 Batch  230/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  36 Batch  231/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.014
Epoch  36 Batch  232/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.015
Epoch  36 Batch  233/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.014
Epoch  36 Batch  234/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  36 Batch  235/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  36 Batch  236/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.013
Epoch  36 Batch  237/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.015
Epoch  36 Batch  238/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  36 Batch  239/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.013
Epoch  36 Batch  240/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch  241/269 - Train Accuracy:  0.949, Validation Accuracy:  0.962, Loss:  0.018
Epoch  36 Batch  242/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.015
Epoch  36 Batch  243/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.011
Epoch  36 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.013
Epoch  36 Batch  245/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.014
Epoch  36 Batch  246/269 - Train Accuracy:  0.954, Validation Accuracy:  0.957, Loss:  0.016
Epoch  36 Batch  247/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  36 Batch  248/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  36 Batch  249/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.016
Epoch  36 Batch  250/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.015
Epoch  36 Batch  251/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.013
Epoch  36 Batch  252/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  36 Batch  253/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.014
Epoch  36 Batch  254/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.014
Epoch  36 Batch  255/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.015
Epoch  36 Batch  256/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.013
Epoch  36 Batch  257/269 - Train Accuracy:  0.952, Validation Accuracy:  0.964, Loss:  0.020
Epoch  36 Batch  258/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  36 Batch  259/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.014
Epoch  36 Batch  260/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.015
Epoch  36 Batch  261/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.014
Epoch  36 Batch  262/269 - Train Accuracy:  0.959, Validation Accuracy:  0.963, Loss:  0.017
Epoch  36 Batch  263/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.016
Epoch  36 Batch  264/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.016
Epoch  36 Batch  265/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.015
Epoch  36 Batch  266/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.011
Epoch  36 Batch  267/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch    0/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.014
Epoch  37 Batch    1/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  37 Batch    2/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.016
Epoch  37 Batch    3/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.012
Epoch  37 Batch    4/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.016
Epoch  37 Batch    5/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  37 Batch    6/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  37 Batch    7/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  37 Batch    8/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  37 Batch    9/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.015
Epoch  37 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.016
Epoch  37 Batch   11/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.017
Epoch  37 Batch   12/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.015
Epoch  37 Batch   13/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.013
Epoch  37 Batch   14/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.012
Epoch  37 Batch   15/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.011
Epoch  37 Batch   16/269 - Train Accuracy:  0.953, Validation Accuracy:  0.952, Loss:  0.017
Epoch  37 Batch   17/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.011
Epoch  37 Batch   18/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  37 Batch   19/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  37 Batch   20/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  37 Batch   21/269 - Train Accuracy:  0.956, Validation Accuracy:  0.964, Loss:  0.014
Epoch  37 Batch   22/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  37 Batch   23/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.018
Epoch  37 Batch   24/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.016
Epoch  37 Batch   25/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.012
Epoch  37 Batch   26/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  37 Batch   27/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.013
Epoch  37 Batch   28/269 - Train Accuracy:  0.964, Validation Accuracy:  0.950, Loss:  0.013
Epoch  37 Batch   29/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.014
Epoch  37 Batch   30/269 - Train Accuracy:  0.957, Validation Accuracy:  0.952, Loss:  0.014
Epoch  37 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.011
Epoch  37 Batch   32/269 - Train Accuracy:  0.974, Validation Accuracy:  0.953, Loss:  0.009
Epoch  37 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.954, Loss:  0.013
Epoch  37 Batch   34/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.014
Epoch  37 Batch   35/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.019
Epoch  37 Batch   36/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.014
Epoch  37 Batch   37/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.011
Epoch  37 Batch   38/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.012
Epoch  37 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.952, Loss:  0.009
Epoch  37 Batch   40/269 - Train Accuracy:  0.966, Validation Accuracy:  0.951, Loss:  0.013
Epoch  37 Batch   41/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.013
Epoch  37 Batch   42/269 - Train Accuracy:  0.971, Validation Accuracy:  0.952, Loss:  0.012
Epoch  37 Batch   43/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.014
Epoch  37 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.952, Loss:  0.013
Epoch  37 Batch   45/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.015
Epoch  37 Batch   46/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.009
Epoch  37 Batch   47/269 - Train Accuracy:  0.975, Validation Accuracy:  0.954, Loss:  0.010
Epoch  37 Batch   48/269 - Train Accuracy:  0.969, Validation Accuracy:  0.951, Loss:  0.013
Epoch  37 Batch   49/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.011
Epoch  37 Batch   50/269 - Train Accuracy:  0.957, Validation Accuracy:  0.961, Loss:  0.017
Epoch  37 Batch   51/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch   52/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.011
Epoch  37 Batch   53/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.015
Epoch  37 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.012
Epoch  37 Batch   55/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.013
Epoch  37 Batch   56/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.014
Epoch  37 Batch   57/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.014
Epoch  37 Batch   58/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.015
Epoch  37 Batch   59/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  37 Batch   60/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  37 Batch   61/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.014
Epoch  37 Batch   62/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  37 Batch   64/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.012
Epoch  37 Batch   65/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  37 Batch   66/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.015
Epoch  37 Batch   67/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.017
Epoch  37 Batch   68/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.014
Epoch  37 Batch   69/269 - Train Accuracy:  0.967, Validation Accuracy:  0.951, Loss:  0.016
Epoch  37 Batch   70/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.013
Epoch  37 Batch   71/269 - Train Accuracy:  0.967, Validation Accuracy:  0.951, Loss:  0.019
Epoch  37 Batch   72/269 - Train Accuracy:  0.961, Validation Accuracy:  0.950, Loss:  0.013
Epoch  37 Batch   73/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.016
Epoch  37 Batch   74/269 - Train Accuracy:  0.969, Validation Accuracy:  0.951, Loss:  0.014
Epoch  37 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.016
Epoch  37 Batch   76/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.014
Epoch  37 Batch   77/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.012
Epoch  37 Batch   78/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.012
Epoch  37 Batch   79/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.010
Epoch  37 Batch   80/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.010
Epoch  37 Batch   81/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.016
Epoch  37 Batch   82/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.010
Epoch  37 Batch   83/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.014
Epoch  37 Batch   84/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.014
Epoch  37 Batch   85/269 - Train Accuracy:  0.961, Validation Accuracy:  0.954, Loss:  0.012
Epoch  37 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.952, Loss:  0.011
Epoch  37 Batch   87/269 - Train Accuracy:  0.966, Validation Accuracy:  0.949, Loss:  0.014
Epoch  37 Batch   88/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.013
Epoch  37 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.949, Loss:  0.012
Epoch  37 Batch   90/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.013
Epoch  37 Batch   91/269 - Train Accuracy:  0.966, Validation Accuracy:  0.950, Loss:  0.015
Epoch  37 Batch   92/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.011
Epoch  37 Batch   93/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.010
Epoch  37 Batch   94/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.016
Epoch  37 Batch   95/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.011
Epoch  37 Batch   96/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  37 Batch   97/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  37 Batch   98/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.014
Epoch  37 Batch   99/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  37 Batch  100/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.016
Epoch  37 Batch  101/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.016
Epoch  37 Batch  102/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  37 Batch  103/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.015
Epoch  37 Batch  104/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  37 Batch  105/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.016
Epoch  37 Batch  106/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  37 Batch  107/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.016
Epoch  37 Batch  108/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.013
Epoch  37 Batch  109/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.013
Epoch  37 Batch  110/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  37 Batch  111/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.013
Epoch  37 Batch  112/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.015
Epoch  37 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  37 Batch  114/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.010
Epoch  37 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  37 Batch  116/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch  117/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  37 Batch  118/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  37 Batch  119/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.016
Epoch  37 Batch  120/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.017
Epoch  37 Batch  121/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  37 Batch  122/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.014
Epoch  37 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch  124/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  37 Batch  125/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.012
Epoch  37 Batch  126/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.014
Epoch  37 Batch  127/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.014
Epoch  37 Batch  128/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.014
Epoch  37 Batch  129/269 - Train Accuracy:  0.956, Validation Accuracy:  0.965, Loss:  0.016
Epoch  37 Batch  130/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.015
Epoch  37 Batch  131/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.015
Epoch  37 Batch  132/269 - Train Accuracy:  0.955, Validation Accuracy:  0.960, Loss:  0.015
Epoch  37 Batch  133/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.016
Epoch  37 Batch  134/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.014
Epoch  37 Batch  135/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  37 Batch  136/269 - Train Accuracy:  0.959, Validation Accuracy:  0.963, Loss:  0.013
Epoch  37 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.015
Epoch  37 Batch  138/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.014
Epoch  37 Batch  139/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  37 Batch  140/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.016
Epoch  37 Batch  141/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.015
Epoch  37 Batch  142/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.014
Epoch  37 Batch  143/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.016
Epoch  37 Batch  144/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.015
Epoch  37 Batch  145/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  37 Batch  146/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.012
Epoch  37 Batch  147/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  37 Batch  148/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.014
Epoch  37 Batch  149/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.018
Epoch  37 Batch  150/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  37 Batch  151/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.017
Epoch  37 Batch  152/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.013
Epoch  37 Batch  153/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  37 Batch  154/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  37 Batch  155/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.015
Epoch  37 Batch  156/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  37 Batch  157/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  37 Batch  158/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  37 Batch  159/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.013
Epoch  37 Batch  160/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.014
Epoch  37 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.955, Loss:  0.010
Epoch  37 Batch  162/269 - Train Accuracy:  0.974, Validation Accuracy:  0.953, Loss:  0.013
Epoch  37 Batch  163/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.011
Epoch  37 Batch  164/269 - Train Accuracy:  0.966, Validation Accuracy:  0.952, Loss:  0.014
Epoch  37 Batch  165/269 - Train Accuracy:  0.970, Validation Accuracy:  0.951, Loss:  0.012
Epoch  37 Batch  166/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.011
Epoch  37 Batch  167/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.014
Epoch  37 Batch  168/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.017
Epoch  37 Batch  169/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.013
Epoch  37 Batch  170/269 - Train Accuracy:  0.964, Validation Accuracy:  0.951, Loss:  0.015
Epoch  37 Batch  171/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.015
Epoch  37 Batch  172/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.015
Epoch  37 Batch  173/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.013
Epoch  37 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  37 Batch  175/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.020
Epoch  37 Batch  176/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.015
Epoch  37 Batch  177/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch  178/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.015
Epoch  37 Batch  179/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  37 Batch  180/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch  181/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.018
Epoch  37 Batch  182/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  37 Batch  183/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  37 Batch  184/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  37 Batch  185/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.013
Epoch  37 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.010
Epoch  37 Batch  187/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.014
Epoch  37 Batch  188/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.014
Epoch  37 Batch  189/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.016
Epoch  37 Batch  190/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.014
Epoch  37 Batch  191/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.013
Epoch  37 Batch  192/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.014
Epoch  37 Batch  193/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.013
Epoch  37 Batch  194/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  37 Batch  195/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.015
Epoch  37 Batch  196/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.016
Epoch  37 Batch  197/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  37 Batch  198/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  37 Batch  199/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.016
Epoch  37 Batch  200/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.013
Epoch  37 Batch  201/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.014
Epoch  37 Batch  202/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.016
Epoch  37 Batch  203/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.018
Epoch  37 Batch  204/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.015
Epoch  37 Batch  205/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.014
Epoch  37 Batch  206/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.014
Epoch  37 Batch  207/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.013
Epoch  37 Batch  208/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.013
Epoch  37 Batch  209/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.013
Epoch  37 Batch  210/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.016
Epoch  37 Batch  211/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.016
Epoch  37 Batch  212/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.017
Epoch  37 Batch  213/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.023
Epoch  37 Batch  214/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.024
Epoch  37 Batch  215/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.017
Epoch  37 Batch  216/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.020
Epoch  37 Batch  217/269 - Train Accuracy:  0.945, Validation Accuracy:  0.959, Loss:  0.021
Epoch  37 Batch  218/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.016
Epoch  37 Batch  219/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.017
Epoch  37 Batch  220/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.016
Epoch  37 Batch  221/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.017
Epoch  37 Batch  222/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.018
Epoch  37 Batch  223/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.014
Epoch  37 Batch  224/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.025
Epoch  37 Batch  225/269 - Train Accuracy:  0.957, Validation Accuracy:  0.963, Loss:  0.018
Epoch  37 Batch  226/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.017
Epoch  37 Batch  227/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.020
Epoch  37 Batch  228/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.016
Epoch  37 Batch  229/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.018
Epoch  37 Batch  230/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.015
Epoch  37 Batch  231/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.016
Epoch  37 Batch  232/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.018
Epoch  37 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.015
Epoch  37 Batch  234/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  37 Batch  235/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  37 Batch  236/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.014
Epoch  37 Batch  237/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  37 Batch  238/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.015
Epoch  37 Batch  239/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.015
Epoch  37 Batch  240/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.014
Epoch  37 Batch  241/269 - Train Accuracy:  0.957, Validation Accuracy:  0.965, Loss:  0.018
Epoch  37 Batch  242/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  37 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.012
Epoch  37 Batch  244/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.014
Epoch  37 Batch  245/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.015
Epoch  37 Batch  246/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.017
Epoch  37 Batch  247/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.017
Epoch  37 Batch  248/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.013
Epoch  37 Batch  249/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  37 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.953, Loss:  0.016
Epoch  37 Batch  251/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.013
Epoch  37 Batch  252/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.011
Epoch  37 Batch  253/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.016
Epoch  37 Batch  254/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.016
Epoch  37 Batch  255/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.016
Epoch  37 Batch  256/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  37 Batch  257/269 - Train Accuracy:  0.952, Validation Accuracy:  0.957, Loss:  0.019
Epoch  37 Batch  258/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.014
Epoch  37 Batch  259/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.016
Epoch  37 Batch  260/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.016
Epoch  37 Batch  261/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.011
Epoch  37 Batch  262/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.017
Epoch  37 Batch  263/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.015
Epoch  37 Batch  264/269 - Train Accuracy:  0.956, Validation Accuracy:  0.957, Loss:  0.018
Epoch  37 Batch  265/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  37 Batch  266/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.013
Epoch  37 Batch  267/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch    0/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch    1/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.014
Epoch  38 Batch    2/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.017
Epoch  38 Batch    3/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  38 Batch    4/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.013
Epoch  38 Batch    5/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.015
Epoch  38 Batch    6/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.012
Epoch  38 Batch    7/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.015
Epoch  38 Batch    8/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  38 Batch    9/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.015
Epoch  38 Batch   10/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.013
Epoch  38 Batch   11/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch   12/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch   13/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.014
Epoch  38 Batch   14/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.013
Epoch  38 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  38 Batch   16/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.016
Epoch  38 Batch   17/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.016
Epoch  38 Batch   18/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.016
Epoch  38 Batch   19/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.013
Epoch  38 Batch   20/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.012
Epoch  38 Batch   21/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.015
Epoch  38 Batch   22/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.016
Epoch  38 Batch   23/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.018
Epoch  38 Batch   24/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.011
Epoch  38 Batch   25/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  38 Batch   26/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.015
Epoch  38 Batch   27/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch   28/269 - Train Accuracy:  0.958, Validation Accuracy:  0.963, Loss:  0.015
Epoch  38 Batch   29/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.013
Epoch  38 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.015
Epoch  38 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  38 Batch   32/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  38 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  38 Batch   34/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  38 Batch   35/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.017
Epoch  38 Batch   36/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.013
Epoch  38 Batch   37/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.014
Epoch  38 Batch   38/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.013
Epoch  38 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.009
Epoch  38 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.014
Epoch  38 Batch   41/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch   42/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  38 Batch   43/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.015
Epoch  38 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  38 Batch   45/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch   46/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.010
Epoch  38 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.009
Epoch  38 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch   49/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  38 Batch   50/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.019
Epoch  38 Batch   51/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  38 Batch   52/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  38 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch   54/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  38 Batch   55/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.015
Epoch  38 Batch   56/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.015
Epoch  38 Batch   57/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.016
Epoch  38 Batch   58/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.013
Epoch  38 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.009
Epoch  38 Batch   60/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.015
Epoch  38 Batch   61/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.011
Epoch  38 Batch   62/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch   63/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.016
Epoch  38 Batch   64/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  38 Batch   65/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.012
Epoch  38 Batch   66/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.013
Epoch  38 Batch   67/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.015
Epoch  38 Batch   68/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.015
Epoch  38 Batch   69/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.017
Epoch  38 Batch   70/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.015
Epoch  38 Batch   71/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.019
Epoch  38 Batch   72/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.015
Epoch  38 Batch   73/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.014
Epoch  38 Batch   74/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  38 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.018
Epoch  38 Batch   76/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.013
Epoch  38 Batch   77/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.013
Epoch  38 Batch   78/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.014
Epoch  38 Batch   79/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.013
Epoch  38 Batch   80/269 - Train Accuracy:  0.974, Validation Accuracy:  0.956, Loss:  0.012
Epoch  38 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.013
Epoch  38 Batch   82/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  38 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.015
Epoch  38 Batch   84/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.013
Epoch  38 Batch   85/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.011
Epoch  38 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  38 Batch   87/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  38 Batch   88/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.011
Epoch  38 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.013
Epoch  38 Batch   90/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.012
Epoch  38 Batch   91/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.011
Epoch  38 Batch   92/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  38 Batch   93/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.011
Epoch  38 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.015
Epoch  38 Batch   95/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.013
Epoch  38 Batch   96/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.014
Epoch  38 Batch   97/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  38 Batch   98/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  38 Batch   99/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  38 Batch  100/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  38 Batch  101/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.016
Epoch  38 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.014
Epoch  38 Batch  103/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.015
Epoch  38 Batch  104/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.013
Epoch  38 Batch  105/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.015
Epoch  38 Batch  106/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  38 Batch  107/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.014
Epoch  38 Batch  109/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.015
Epoch  38 Batch  110/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  38 Batch  111/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.012
Epoch  38 Batch  112/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.013
Epoch  38 Batch  113/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.012
Epoch  38 Batch  114/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.012
Epoch  38 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.015
Epoch  38 Batch  116/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.010
Epoch  38 Batch  117/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.014
Epoch  38 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.955, Loss:  0.010
Epoch  38 Batch  119/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.015
Epoch  38 Batch  120/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.013
Epoch  38 Batch  121/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  38 Batch  122/269 - Train Accuracy:  0.955, Validation Accuracy:  0.957, Loss:  0.017
Epoch  38 Batch  123/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  124/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.012
Epoch  38 Batch  125/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  38 Batch  126/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  38 Batch  127/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.014
Epoch  38 Batch  128/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.015
Epoch  38 Batch  129/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.015
Epoch  38 Batch  130/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.016
Epoch  38 Batch  131/269 - Train Accuracy:  0.956, Validation Accuracy:  0.960, Loss:  0.017
Epoch  38 Batch  132/269 - Train Accuracy:  0.955, Validation Accuracy:  0.960, Loss:  0.018
Epoch  38 Batch  133/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.013
Epoch  38 Batch  134/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  38 Batch  135/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  38 Batch  136/269 - Train Accuracy:  0.956, Validation Accuracy:  0.960, Loss:  0.018
Epoch  38 Batch  137/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  38 Batch  138/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  38 Batch  139/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  38 Batch  140/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.015
Epoch  38 Batch  141/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  38 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.015
Epoch  38 Batch  143/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.014
Epoch  38 Batch  144/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.014
Epoch  38 Batch  145/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.012
Epoch  38 Batch  146/269 - Train Accuracy:  0.961, Validation Accuracy:  0.952, Loss:  0.013
Epoch  38 Batch  147/269 - Train Accuracy:  0.969, Validation Accuracy:  0.951, Loss:  0.014
Epoch  38 Batch  148/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.015
Epoch  38 Batch  149/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.015
Epoch  38 Batch  150/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.015
Epoch  38 Batch  151/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.015
Epoch  38 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.011
Epoch  38 Batch  153/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.012
Epoch  38 Batch  154/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.013
Epoch  38 Batch  155/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.016
Epoch  38 Batch  156/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.011
Epoch  38 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  38 Batch  158/269 - Train Accuracy:  0.957, Validation Accuracy:  0.964, Loss:  0.014
Epoch  38 Batch  159/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.013
Epoch  38 Batch  160/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.015
Epoch  38 Batch  161/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  38 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.011
Epoch  38 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.012
Epoch  38 Batch  164/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.012
Epoch  38 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.012
Epoch  38 Batch  166/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  167/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.014
Epoch  38 Batch  168/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch  169/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.011
Epoch  38 Batch  170/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  38 Batch  171/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.013
Epoch  38 Batch  172/269 - Train Accuracy:  0.973, Validation Accuracy:  0.952, Loss:  0.014
Epoch  38 Batch  173/269 - Train Accuracy:  0.962, Validation Accuracy:  0.950, Loss:  0.013
Epoch  38 Batch  174/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.013
Epoch  38 Batch  175/269 - Train Accuracy:  0.955, Validation Accuracy:  0.955, Loss:  0.020
Epoch  38 Batch  176/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  177/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.012
Epoch  38 Batch  178/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.014
Epoch  38 Batch  179/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch  180/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  38 Batch  181/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.015
Epoch  38 Batch  182/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.013
Epoch  38 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.015
Epoch  38 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  38 Batch  185/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  38 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.010
Epoch  38 Batch  187/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch  188/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.015
Epoch  38 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.013
Epoch  38 Batch  190/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.013
Epoch  38 Batch  191/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  38 Batch  193/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  38 Batch  194/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  38 Batch  195/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  38 Batch  196/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.015
Epoch  38 Batch  197/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.013
Epoch  38 Batch  198/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.014
Epoch  38 Batch  199/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.014
Epoch  38 Batch  200/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.013
Epoch  38 Batch  201/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  38 Batch  202/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  38 Batch  203/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.015
Epoch  38 Batch  204/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.012
Epoch  38 Batch  205/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.015
Epoch  38 Batch  206/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.018
Epoch  38 Batch  207/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.014
Epoch  38 Batch  208/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch  209/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.015
Epoch  38 Batch  210/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.012
Epoch  38 Batch  211/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.016
Epoch  38 Batch  212/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch  213/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  214/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.013
Epoch  38 Batch  215/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  216/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.016
Epoch  38 Batch  217/269 - Train Accuracy:  0.951, Validation Accuracy:  0.958, Loss:  0.017
Epoch  38 Batch  218/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.013
Epoch  38 Batch  219/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.016
Epoch  38 Batch  220/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.015
Epoch  38 Batch  221/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.016
Epoch  38 Batch  222/269 - Train Accuracy:  0.976, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  223/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  38 Batch  224/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.017
Epoch  38 Batch  225/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.014
Epoch  38 Batch  226/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  38 Batch  227/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.015
Epoch  38 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.011
Epoch  38 Batch  229/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.013
Epoch  38 Batch  231/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.014
Epoch  38 Batch  232/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.015
Epoch  38 Batch  233/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.014
Epoch  38 Batch  234/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  38 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  38 Batch  236/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.014
Epoch  38 Batch  237/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.014
Epoch  38 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  38 Batch  239/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.014
Epoch  38 Batch  240/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  38 Batch  241/269 - Train Accuracy:  0.955, Validation Accuracy:  0.961, Loss:  0.017
Epoch  38 Batch  242/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  38 Batch  243/269 - Train Accuracy:  0.977, Validation Accuracy:  0.954, Loss:  0.012
Epoch  38 Batch  244/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.018
Epoch  38 Batch  245/269 - Train Accuracy:  0.956, Validation Accuracy:  0.955, Loss:  0.015
Epoch  38 Batch  246/269 - Train Accuracy:  0.952, Validation Accuracy:  0.955, Loss:  0.016
Epoch  38 Batch  247/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.012
Epoch  38 Batch  248/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.012
Epoch  38 Batch  249/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.013
Epoch  38 Batch  250/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.017
Epoch  38 Batch  251/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  38 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  38 Batch  253/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  38 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.013
Epoch  38 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  38 Batch  256/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.014
Epoch  38 Batch  257/269 - Train Accuracy:  0.954, Validation Accuracy:  0.962, Loss:  0.015
Epoch  38 Batch  258/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.011
Epoch  38 Batch  259/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  38 Batch  260/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.016
Epoch  38 Batch  261/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  38 Batch  262/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  38 Batch  263/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  38 Batch  264/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.018
Epoch  38 Batch  265/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  38 Batch  266/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.011
Epoch  38 Batch  267/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.014
Epoch  39 Batch    0/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.016
Epoch  39 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.013
Epoch  39 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  39 Batch    3/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  39 Batch    4/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.014
Epoch  39 Batch    5/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  39 Batch    6/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  39 Batch    7/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  39 Batch    8/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.013
Epoch  39 Batch    9/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.014
Epoch  39 Batch   10/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  39 Batch   11/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.014
Epoch  39 Batch   12/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.017
Epoch  39 Batch   13/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  39 Batch   14/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  39 Batch   15/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  39 Batch   16/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.017
Epoch  39 Batch   17/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.013
Epoch  39 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.014
Epoch  39 Batch   19/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  39 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.012
Epoch  39 Batch   21/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.014
Epoch  39 Batch   22/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.014
Epoch  39 Batch   23/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.017
Epoch  39 Batch   24/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.015
Epoch  39 Batch   25/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  39 Batch   26/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.013
Epoch  39 Batch   27/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.012
Epoch  39 Batch   28/269 - Train Accuracy:  0.953, Validation Accuracy:  0.962, Loss:  0.012
Epoch  39 Batch   29/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  39 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.016
Epoch  39 Batch   31/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  39 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  39 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.011
Epoch  39 Batch   34/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.015
Epoch  39 Batch   35/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.017
Epoch  39 Batch   36/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.012
Epoch  39 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.013
Epoch  39 Batch   38/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.013
Epoch  39 Batch   39/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.008
Epoch  39 Batch   40/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.019
Epoch  39 Batch   41/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.015
Epoch  39 Batch   42/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  39 Batch   43/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  39 Batch   44/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.016
Epoch  39 Batch   45/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  39 Batch   47/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  39 Batch   48/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.009
Epoch  39 Batch   49/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  39 Batch   50/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.017
Epoch  39 Batch   51/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  39 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  39 Batch   53/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.015
Epoch  39 Batch   54/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  39 Batch   55/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.015
Epoch  39 Batch   56/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.014
Epoch  39 Batch   57/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.016
Epoch  39 Batch   58/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  39 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.011
Epoch  39 Batch   60/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.015
Epoch  39 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch   62/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.014
Epoch  39 Batch   63/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  39 Batch   64/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  39 Batch   65/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.011
Epoch  39 Batch   66/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.013
Epoch  39 Batch   67/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.017
Epoch  39 Batch   68/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.014
Epoch  39 Batch   69/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.015
Epoch  39 Batch   70/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.018
Epoch  39 Batch   72/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.016
Epoch  39 Batch   73/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch   74/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch   75/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.018
Epoch  39 Batch   76/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.013
Epoch  39 Batch   77/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.016
Epoch  39 Batch   78/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch   79/269 - Train Accuracy:  0.962, Validation Accuracy:  0.952, Loss:  0.014
Epoch  39 Batch   80/269 - Train Accuracy:  0.969, Validation Accuracy:  0.951, Loss:  0.014
Epoch  39 Batch   81/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.020
Epoch  39 Batch   82/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.014
Epoch  39 Batch   83/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.016
Epoch  39 Batch   84/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.015
Epoch  39 Batch   85/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.016
Epoch  39 Batch   86/269 - Train Accuracy:  0.963, Validation Accuracy:  0.953, Loss:  0.015
Epoch  39 Batch   87/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.019
Epoch  39 Batch   88/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.016
Epoch  39 Batch   89/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.014
Epoch  39 Batch   90/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.013
Epoch  39 Batch   91/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.014
Epoch  39 Batch   92/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.016
Epoch  39 Batch   93/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.014
Epoch  39 Batch   94/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.019
Epoch  39 Batch   95/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.014
Epoch  39 Batch   96/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.017
Epoch  39 Batch   97/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.017
Epoch  39 Batch   98/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.017
Epoch  39 Batch   99/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.012
Epoch  39 Batch  100/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.017
Epoch  39 Batch  101/269 - Train Accuracy:  0.959, Validation Accuracy:  0.953, Loss:  0.020
Epoch  39 Batch  102/269 - Train Accuracy:  0.960, Validation Accuracy:  0.951, Loss:  0.017
Epoch  39 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.019
Epoch  39 Batch  104/269 - Train Accuracy:  0.962, Validation Accuracy:  0.951, Loss:  0.016
Epoch  39 Batch  105/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.014
Epoch  39 Batch  106/269 - Train Accuracy:  0.966, Validation Accuracy:  0.949, Loss:  0.016
Epoch  39 Batch  107/269 - Train Accuracy:  0.958, Validation Accuracy:  0.951, Loss:  0.014
Epoch  39 Batch  108/269 - Train Accuracy:  0.968, Validation Accuracy:  0.949, Loss:  0.017
Epoch  39 Batch  109/269 - Train Accuracy:  0.962, Validation Accuracy:  0.949, Loss:  0.017
Epoch  39 Batch  110/269 - Train Accuracy:  0.959, Validation Accuracy:  0.948, Loss:  0.013
Epoch  39 Batch  111/269 - Train Accuracy:  0.961, Validation Accuracy:  0.944, Loss:  0.017
Epoch  39 Batch  112/269 - Train Accuracy:  0.961, Validation Accuracy:  0.944, Loss:  0.015
Epoch  39 Batch  113/269 - Train Accuracy:  0.959, Validation Accuracy:  0.943, Loss:  0.016
Epoch  39 Batch  114/269 - Train Accuracy:  0.961, Validation Accuracy:  0.948, Loss:  0.016
Epoch  39 Batch  115/269 - Train Accuracy:  0.963, Validation Accuracy:  0.946, Loss:  0.017
Epoch  39 Batch  116/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.019
Epoch  39 Batch  117/269 - Train Accuracy:  0.971, Validation Accuracy:  0.951, Loss:  0.015
Epoch  39 Batch  118/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.013
Epoch  39 Batch  119/269 - Train Accuracy:  0.956, Validation Accuracy:  0.953, Loss:  0.017
Epoch  39 Batch  120/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.019
Epoch  39 Batch  121/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.013
Epoch  39 Batch  122/269 - Train Accuracy:  0.955, Validation Accuracy:  0.949, Loss:  0.023
Epoch  39 Batch  123/269 - Train Accuracy:  0.948, Validation Accuracy:  0.954, Loss:  0.024
Epoch  39 Batch  124/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.017
Epoch  39 Batch  125/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.012
Epoch  39 Batch  126/269 - Train Accuracy:  0.951, Validation Accuracy:  0.957, Loss:  0.020
Epoch  39 Batch  127/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.018
Epoch  39 Batch  128/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.018
Epoch  39 Batch  129/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.016
Epoch  39 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.017
Epoch  39 Batch  131/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.019
Epoch  39 Batch  132/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.019
Epoch  39 Batch  133/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.017
Epoch  39 Batch  134/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.016
Epoch  39 Batch  135/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  39 Batch  136/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.014
Epoch  39 Batch  137/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.017
Epoch  39 Batch  138/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.012
Epoch  39 Batch  139/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.011
Epoch  39 Batch  140/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.012
Epoch  39 Batch  141/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.015
Epoch  39 Batch  142/269 - Train Accuracy:  0.951, Validation Accuracy:  0.953, Loss:  0.017
Epoch  39 Batch  143/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.015
Epoch  39 Batch  144/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.016
Epoch  39 Batch  145/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  39 Batch  146/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.014
Epoch  39 Batch  147/269 - Train Accuracy:  0.964, Validation Accuracy:  0.955, Loss:  0.016
Epoch  39 Batch  148/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.012
Epoch  39 Batch  149/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.018
Epoch  39 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.014
Epoch  39 Batch  151/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.019
Epoch  39 Batch  152/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.015
Epoch  39 Batch  153/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.014
Epoch  39 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.014
Epoch  39 Batch  155/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.017
Epoch  39 Batch  156/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  39 Batch  157/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.015
Epoch  39 Batch  158/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch  159/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.017
Epoch  39 Batch  160/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.014
Epoch  39 Batch  161/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch  162/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.012
Epoch  39 Batch  163/269 - Train Accuracy:  0.970, Validation Accuracy:  0.951, Loss:  0.014
Epoch  39 Batch  164/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.016
Epoch  39 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.951, Loss:  0.016
Epoch  39 Batch  166/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.015
Epoch  39 Batch  167/269 - Train Accuracy:  0.960, Validation Accuracy:  0.953, Loss:  0.019
Epoch  39 Batch  168/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.015
Epoch  39 Batch  169/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.015
Epoch  39 Batch  170/269 - Train Accuracy:  0.960, Validation Accuracy:  0.954, Loss:  0.016
Epoch  39 Batch  171/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.018
Epoch  39 Batch  172/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.016
Epoch  39 Batch  173/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.016
Epoch  39 Batch  174/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  39 Batch  175/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.025
Epoch  39 Batch  176/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  39 Batch  177/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  39 Batch  178/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.018
Epoch  39 Batch  179/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.014
Epoch  39 Batch  180/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.013
Epoch  39 Batch  181/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.019
Epoch  39 Batch  182/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.015
Epoch  39 Batch  183/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.013
Epoch  39 Batch  184/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch  185/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch  186/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.011
Epoch  39 Batch  187/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch  188/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.014
Epoch  39 Batch  189/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.013
Epoch  39 Batch  190/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.012
Epoch  39 Batch  191/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.015
Epoch  39 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.010
Epoch  39 Batch  193/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  39 Batch  194/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.014
Epoch  39 Batch  195/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.011
Epoch  39 Batch  196/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch  197/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.013
Epoch  39 Batch  198/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.015
Epoch  39 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.017
Epoch  39 Batch  200/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.013
Epoch  39 Batch  201/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.016
Epoch  39 Batch  202/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.014
Epoch  39 Batch  203/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.016
Epoch  39 Batch  204/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.015
Epoch  39 Batch  206/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.016
Epoch  39 Batch  207/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.014
Epoch  39 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.015
Epoch  39 Batch  209/269 - Train Accuracy:  0.968, Validation Accuracy:  0.952, Loss:  0.016
Epoch  39 Batch  210/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.012
Epoch  39 Batch  211/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.015
Epoch  39 Batch  212/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.016
Epoch  39 Batch  213/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.015
Epoch  39 Batch  214/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.014
Epoch  39 Batch  215/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.014
Epoch  39 Batch  216/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.019
Epoch  39 Batch  217/269 - Train Accuracy:  0.958, Validation Accuracy:  0.953, Loss:  0.014
Epoch  39 Batch  218/269 - Train Accuracy:  0.972, Validation Accuracy:  0.952, Loss:  0.012
Epoch  39 Batch  219/269 - Train Accuracy:  0.972, Validation Accuracy:  0.950, Loss:  0.014
Epoch  39 Batch  220/269 - Train Accuracy:  0.963, Validation Accuracy:  0.951, Loss:  0.013
Epoch  39 Batch  221/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.014
Epoch  39 Batch  222/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.010
Epoch  39 Batch  223/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.013
Epoch  39 Batch  224/269 - Train Accuracy:  0.959, Validation Accuracy:  0.955, Loss:  0.019
Epoch  39 Batch  225/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.019
Epoch  39 Batch  226/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.016
Epoch  39 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.015
Epoch  39 Batch  228/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  39 Batch  229/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  39 Batch  230/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.014
Epoch  39 Batch  231/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch  232/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.014
Epoch  39 Batch  233/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.013
Epoch  39 Batch  234/269 - Train Accuracy:  0.965, Validation Accuracy:  0.952, Loss:  0.011
Epoch  39 Batch  235/269 - Train Accuracy:  0.971, Validation Accuracy:  0.949, Loss:  0.009
Epoch  39 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.949, Loss:  0.015
Epoch  39 Batch  237/269 - Train Accuracy:  0.965, Validation Accuracy:  0.948, Loss:  0.014
Epoch  39 Batch  238/269 - Train Accuracy:  0.967, Validation Accuracy:  0.948, Loss:  0.016
Epoch  39 Batch  239/269 - Train Accuracy:  0.963, Validation Accuracy:  0.950, Loss:  0.013
Epoch  39 Batch  240/269 - Train Accuracy:  0.964, Validation Accuracy:  0.952, Loss:  0.013
Epoch  39 Batch  241/269 - Train Accuracy:  0.950, Validation Accuracy:  0.955, Loss:  0.019
Epoch  39 Batch  242/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.012
Epoch  39 Batch  243/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.012
Epoch  39 Batch  244/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.017
Epoch  39 Batch  245/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.012
Epoch  39 Batch  246/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.015
Epoch  39 Batch  247/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.010
Epoch  39 Batch  249/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  39 Batch  250/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.018
Epoch  39 Batch  251/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  39 Batch  252/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  39 Batch  253/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch  254/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.017
Epoch  39 Batch  255/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.015
Epoch  39 Batch  256/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.016
Epoch  39 Batch  257/269 - Train Accuracy:  0.955, Validation Accuracy:  0.960, Loss:  0.019
Epoch  39 Batch  258/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  39 Batch  259/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.013
Epoch  39 Batch  260/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.014
Epoch  39 Batch  261/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  39 Batch  262/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.016
Epoch  39 Batch  263/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.015
Epoch  39 Batch  264/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.018
Epoch  39 Batch  265/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.014
Epoch  39 Batch  266/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.011
Epoch  39 Batch  267/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.016
Epoch  40 Batch    0/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.016
Epoch  40 Batch    1/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.019
Epoch  40 Batch    2/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.018
Epoch  40 Batch    3/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.013
Epoch  40 Batch    4/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.015
Epoch  40 Batch    5/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.014
Epoch  40 Batch    6/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.013
Epoch  40 Batch    7/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch    8/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  40 Batch    9/269 - Train Accuracy:  0.957, Validation Accuracy:  0.962, Loss:  0.016
Epoch  40 Batch   10/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  40 Batch   11/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.017
Epoch  40 Batch   12/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.017
Epoch  40 Batch   13/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  40 Batch   14/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  40 Batch   15/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  40 Batch   16/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.017
Epoch  40 Batch   17/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch   18/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  40 Batch   19/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.010
Epoch  40 Batch   20/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch   21/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.017
Epoch  40 Batch   22/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  40 Batch   23/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.017
Epoch  40 Batch   24/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.018
Epoch  40 Batch   25/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.013
Epoch  40 Batch   26/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch   27/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.013
Epoch  40 Batch   28/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.013
Epoch  40 Batch   29/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  40 Batch   30/269 - Train Accuracy:  0.956, Validation Accuracy:  0.961, Loss:  0.014
Epoch  40 Batch   31/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch   32/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.013
Epoch  40 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  40 Batch   34/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.014
Epoch  40 Batch   35/269 - Train Accuracy:  0.960, Validation Accuracy:  0.966, Loss:  0.018
Epoch  40 Batch   36/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.014
Epoch  40 Batch   37/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  40 Batch   38/269 - Train Accuracy:  0.957, Validation Accuracy:  0.958, Loss:  0.015
Epoch  40 Batch   39/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.010
Epoch  40 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.012
Epoch  40 Batch   41/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.012
Epoch  40 Batch   42/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch   43/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  40 Batch   44/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  40 Batch   45/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.013
Epoch  40 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch   47/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  40 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  40 Batch   49/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  40 Batch   50/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.016
Epoch  40 Batch   51/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.013
Epoch  40 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  40 Batch   53/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.014
Epoch  40 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.014
Epoch  40 Batch   55/269 - Train Accuracy:  0.955, Validation Accuracy:  0.964, Loss:  0.013
Epoch  40 Batch   56/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.014
Epoch  40 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.015
Epoch  40 Batch   58/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.014
Epoch  40 Batch   59/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  40 Batch   60/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.015
Epoch  40 Batch   61/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch   62/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.013
Epoch  40 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.014
Epoch  40 Batch   64/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  40 Batch   65/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  40 Batch   66/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.013
Epoch  40 Batch   67/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.015
Epoch  40 Batch   68/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.013
Epoch  40 Batch   69/269 - Train Accuracy:  0.959, Validation Accuracy:  0.965, Loss:  0.016
Epoch  40 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.012
Epoch  40 Batch   71/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.014
Epoch  40 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  40 Batch   73/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  40 Batch   74/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  40 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.013
Epoch  40 Batch   76/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.012
Epoch  40 Batch   77/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  40 Batch   78/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch   79/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.013
Epoch  40 Batch   80/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  40 Batch   82/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  40 Batch   83/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  40 Batch   84/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.013
Epoch  40 Batch   85/269 - Train Accuracy:  0.961, Validation Accuracy:  0.956, Loss:  0.013
Epoch  40 Batch   86/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.010
Epoch  40 Batch   87/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.013
Epoch  40 Batch   88/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  40 Batch   89/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  40 Batch   90/269 - Train Accuracy:  0.957, Validation Accuracy:  0.959, Loss:  0.013
Epoch  40 Batch   91/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.013
Epoch  40 Batch   93/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch   94/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.015
Epoch  40 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  40 Batch   96/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch   97/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  40 Batch   98/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.013
Epoch  40 Batch   99/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  40 Batch  100/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.013
Epoch  40 Batch  101/269 - Train Accuracy:  0.960, Validation Accuracy:  0.952, Loss:  0.016
Epoch  40 Batch  102/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.011
Epoch  40 Batch  103/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  40 Batch  104/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.014
Epoch  40 Batch  105/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.012
Epoch  40 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.013
Epoch  40 Batch  107/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.012
Epoch  40 Batch  108/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.011
Epoch  40 Batch  109/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.013
Epoch  40 Batch  110/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.011
Epoch  40 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  40 Batch  112/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.014
Epoch  40 Batch  113/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.012
Epoch  40 Batch  114/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  40 Batch  115/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.011
Epoch  40 Batch  117/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  40 Batch  118/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.011
Epoch  40 Batch  119/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.013
Epoch  40 Batch  120/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  40 Batch  121/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.010
Epoch  40 Batch  122/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.013
Epoch  40 Batch  123/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.014
Epoch  40 Batch  124/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  40 Batch  125/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  40 Batch  126/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  40 Batch  127/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.013
Epoch  40 Batch  128/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.014
Epoch  40 Batch  129/269 - Train Accuracy:  0.960, Validation Accuracy:  0.965, Loss:  0.014
Epoch  40 Batch  130/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.014
Epoch  40 Batch  131/269 - Train Accuracy:  0.958, Validation Accuracy:  0.963, Loss:  0.018
Epoch  40 Batch  132/269 - Train Accuracy:  0.952, Validation Accuracy:  0.963, Loss:  0.018
Epoch  40 Batch  133/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.012
Epoch  40 Batch  134/269 - Train Accuracy:  0.958, Validation Accuracy:  0.963, Loss:  0.012
Epoch  40 Batch  135/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  40 Batch  136/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.016
Epoch  40 Batch  137/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.014
Epoch  40 Batch  138/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  40 Batch  139/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch  140/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch  141/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.014
Epoch  40 Batch  142/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.013
Epoch  40 Batch  143/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.015
Epoch  40 Batch  144/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.010
Epoch  40 Batch  145/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.010
Epoch  40 Batch  146/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  40 Batch  147/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.014
Epoch  40 Batch  148/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.013
Epoch  40 Batch  149/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.015
Epoch  40 Batch  150/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch  151/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.014
Epoch  40 Batch  152/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.014
Epoch  40 Batch  153/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.013
Epoch  40 Batch  154/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.014
Epoch  40 Batch  155/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.017
Epoch  40 Batch  156/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch  157/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch  158/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.014
Epoch  40 Batch  159/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch  160/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  40 Batch  161/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.011
Epoch  40 Batch  162/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  40 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  40 Batch  164/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch  165/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  40 Batch  166/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.012
Epoch  40 Batch  167/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.015
Epoch  40 Batch  168/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  40 Batch  169/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.010
Epoch  40 Batch  170/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch  171/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.011
Epoch  40 Batch  172/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  40 Batch  173/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.010
Epoch  40 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  40 Batch  175/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.020
Epoch  40 Batch  176/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  40 Batch  177/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  40 Batch  178/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  40 Batch  179/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  40 Batch  180/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  40 Batch  181/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.015
Epoch  40 Batch  182/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  40 Batch  183/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  40 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  40 Batch  185/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  40 Batch  186/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  40 Batch  187/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  40 Batch  188/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  40 Batch  189/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  40 Batch  190/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.010
Epoch  40 Batch  191/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  40 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.008
Epoch  40 Batch  193/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.009
Epoch  40 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.010
Epoch  40 Batch  195/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.012
Epoch  40 Batch  196/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.014
Epoch  40 Batch  197/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.009
Epoch  40 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.012
Epoch  40 Batch  199/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.012
Epoch  40 Batch  200/269 - Train Accuracy:  0.976, Validation Accuracy:  0.953, Loss:  0.009
Epoch  40 Batch  201/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.011
Epoch  40 Batch  202/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.013
Epoch  40 Batch  203/269 - Train Accuracy:  0.964, Validation Accuracy:  0.954, Loss:  0.015
Epoch  40 Batch  204/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.012
Epoch  40 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.011
Epoch  40 Batch  206/269 - Train Accuracy:  0.961, Validation Accuracy:  0.953, Loss:  0.014
Epoch  40 Batch  207/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.011
Epoch  40 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.952, Loss:  0.013
Epoch  40 Batch  209/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.012
Epoch  40 Batch  210/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  40 Batch  211/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.015
Epoch  40 Batch  212/269 - Train Accuracy:  0.960, Validation Accuracy:  0.957, Loss:  0.015
Epoch  40 Batch  213/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.010
Epoch  40 Batch  214/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch  215/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.011
Epoch  40 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.016
Epoch  40 Batch  217/269 - Train Accuracy:  0.955, Validation Accuracy:  0.961, Loss:  0.014
Epoch  40 Batch  218/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.010
Epoch  40 Batch  219/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  40 Batch  220/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.012
Epoch  40 Batch  221/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.014
Epoch  40 Batch  222/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  40 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  40 Batch  224/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.015
Epoch  40 Batch  225/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.013
Epoch  40 Batch  226/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  40 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.015
Epoch  40 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  40 Batch  229/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  40 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  40 Batch  231/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.016
Epoch  40 Batch  232/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.012
Epoch  40 Batch  234/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.011
Epoch  40 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch  236/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch  237/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.013
Epoch  40 Batch  238/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.010
Epoch  40 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  40 Batch  240/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  40 Batch  241/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.013
Epoch  40 Batch  242/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  40 Batch  243/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  40 Batch  244/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.011
Epoch  40 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  40 Batch  246/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.015
Epoch  40 Batch  247/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  40 Batch  248/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.011
Epoch  40 Batch  249/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.011
Epoch  40 Batch  250/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.015
Epoch  40 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  40 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.008
Epoch  40 Batch  253/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  40 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.014
Epoch  40 Batch  255/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch  256/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  40 Batch  257/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.018
Epoch  40 Batch  258/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  40 Batch  259/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.013
Epoch  40 Batch  260/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.015
Epoch  40 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.014
Epoch  40 Batch  262/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.013
Epoch  40 Batch  263/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.012
Epoch  40 Batch  264/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.014
Epoch  40 Batch  265/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  40 Batch  266/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.010
Epoch  40 Batch  267/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.014
Epoch  41 Batch    0/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.010
Epoch  41 Batch    1/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  41 Batch    2/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  41 Batch    3/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  41 Batch    4/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.015
Epoch  41 Batch    5/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.014
Epoch  41 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.010
Epoch  41 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.011
Epoch  41 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.013
Epoch  41 Batch    9/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch   10/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.013
Epoch  41 Batch   11/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.015
Epoch  41 Batch   12/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.016
Epoch  41 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.010
Epoch  41 Batch   14/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.010
Epoch  41 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  41 Batch   16/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.019
Epoch  41 Batch   17/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  41 Batch   18/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   20/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.013
Epoch  41 Batch   21/269 - Train Accuracy:  0.957, Validation Accuracy:  0.965, Loss:  0.014
Epoch  41 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  41 Batch   23/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  41 Batch   24/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.013
Epoch  41 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch   26/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  41 Batch   27/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.011
Epoch  41 Batch   28/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.011
Epoch  41 Batch   29/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   30/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   31/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch   32/269 - Train Accuracy:  0.974, Validation Accuracy:  0.956, Loss:  0.008
Epoch  41 Batch   33/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.010
Epoch  41 Batch   34/269 - Train Accuracy:  0.960, Validation Accuracy:  0.961, Loss:  0.014
Epoch  41 Batch   35/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.017
Epoch  41 Batch   36/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  41 Batch   37/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   38/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.013
Epoch  41 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  41 Batch   40/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   41/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.010
Epoch  41 Batch   42/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  41 Batch   43/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  41 Batch   44/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.013
Epoch  41 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  41 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  41 Batch   48/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  41 Batch   49/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  41 Batch   50/269 - Train Accuracy:  0.963, Validation Accuracy:  0.968, Loss:  0.015
Epoch  41 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.012
Epoch  41 Batch   52/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.010
Epoch  41 Batch   53/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.012
Epoch  41 Batch   54/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  41 Batch   55/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.013
Epoch  41 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  41 Batch   57/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  41 Batch   58/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  41 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.010
Epoch  41 Batch   60/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.015
Epoch  41 Batch   61/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  41 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.014
Epoch  41 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  41 Batch   65/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  41 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch   70/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  41 Batch   73/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  41 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  41 Batch   75/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   76/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.010
Epoch  41 Batch   77/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch   78/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch   79/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  41 Batch   80/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  41 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  41 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.010
Epoch  41 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch   84/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.011
Epoch  41 Batch   85/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  41 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  41 Batch   87/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.013
Epoch  41 Batch   88/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.013
Epoch  41 Batch   89/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  41 Batch   90/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  41 Batch   91/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  41 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  41 Batch   93/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  41 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.014
Epoch  41 Batch   95/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.012
Epoch  41 Batch   96/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch   97/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch   98/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  41 Batch   99/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  100/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  41 Batch  101/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.015
Epoch  41 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  41 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch  104/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch  105/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  41 Batch  107/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.014
Epoch  41 Batch  108/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  109/269 - Train Accuracy:  0.962, Validation Accuracy:  0.953, Loss:  0.014
Epoch  41 Batch  110/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.014
Epoch  41 Batch  111/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.015
Epoch  41 Batch  112/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  113/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.013
Epoch  41 Batch  114/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.016
Epoch  41 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  41 Batch  116/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.012
Epoch  41 Batch  117/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.011
Epoch  41 Batch  118/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch  119/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.017
Epoch  41 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  41 Batch  121/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.014
Epoch  41 Batch  122/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.015
Epoch  41 Batch  123/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.015
Epoch  41 Batch  124/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.016
Epoch  41 Batch  125/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.011
Epoch  41 Batch  126/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.019
Epoch  41 Batch  127/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.016
Epoch  41 Batch  128/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.016
Epoch  41 Batch  129/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.015
Epoch  41 Batch  130/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.017
Epoch  41 Batch  131/269 - Train Accuracy:  0.956, Validation Accuracy:  0.963, Loss:  0.019
Epoch  41 Batch  132/269 - Train Accuracy:  0.959, Validation Accuracy:  0.965, Loss:  0.017
Epoch  41 Batch  133/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  134/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.016
Epoch  41 Batch  135/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.016
Epoch  41 Batch  136/269 - Train Accuracy:  0.955, Validation Accuracy:  0.959, Loss:  0.017
Epoch  41 Batch  137/269 - Train Accuracy:  0.956, Validation Accuracy:  0.963, Loss:  0.015
Epoch  41 Batch  138/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.015
Epoch  41 Batch  139/269 - Train Accuracy:  0.958, Validation Accuracy:  0.968, Loss:  0.015
Epoch  41 Batch  140/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.012
Epoch  41 Batch  141/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.018
Epoch  41 Batch  142/269 - Train Accuracy:  0.960, Validation Accuracy:  0.966, Loss:  0.013
Epoch  41 Batch  143/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.017
Epoch  41 Batch  144/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  41 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.010
Epoch  41 Batch  146/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  41 Batch  147/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.015
Epoch  41 Batch  148/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.017
Epoch  41 Batch  149/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.015
Epoch  41 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.014
Epoch  41 Batch  151/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  41 Batch  152/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  41 Batch  153/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  154/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.018
Epoch  41 Batch  155/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.014
Epoch  41 Batch  156/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.013
Epoch  41 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.014
Epoch  41 Batch  158/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.015
Epoch  41 Batch  159/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.016
Epoch  41 Batch  160/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.014
Epoch  41 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  41 Batch  162/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  41 Batch  163/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch  164/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.013
Epoch  41 Batch  166/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch  167/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.016
Epoch  41 Batch  168/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.014
Epoch  41 Batch  169/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  170/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.019
Epoch  41 Batch  171/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.013
Epoch  41 Batch  172/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.015
Epoch  41 Batch  173/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.011
Epoch  41 Batch  174/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  41 Batch  175/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.018
Epoch  41 Batch  176/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  41 Batch  177/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  41 Batch  178/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  41 Batch  179/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.013
Epoch  41 Batch  180/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  41 Batch  181/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.019
Epoch  41 Batch  182/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  41 Batch  183/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  41 Batch  184/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  41 Batch  185/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.016
Epoch  41 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  187/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch  188/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.015
Epoch  41 Batch  189/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  190/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.017
Epoch  41 Batch  191/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  41 Batch  192/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  41 Batch  193/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  41 Batch  194/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  41 Batch  195/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  41 Batch  196/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.012
Epoch  41 Batch  198/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.012
Epoch  41 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.010
Epoch  41 Batch  201/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch  202/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  41 Batch  203/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.018
Epoch  41 Batch  204/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  41 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  41 Batch  206/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  207/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  41 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  41 Batch  209/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.014
Epoch  41 Batch  210/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.013
Epoch  41 Batch  211/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  41 Batch  212/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  213/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.010
Epoch  41 Batch  214/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.013
Epoch  41 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.012
Epoch  41 Batch  216/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.015
Epoch  41 Batch  217/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.013
Epoch  41 Batch  218/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.013
Epoch  41 Batch  219/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.013
Epoch  41 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.953, Loss:  0.011
Epoch  41 Batch  221/269 - Train Accuracy:  0.959, Validation Accuracy:  0.954, Loss:  0.012
Epoch  41 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.013
Epoch  41 Batch  223/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.011
Epoch  41 Batch  224/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.016
Epoch  41 Batch  225/269 - Train Accuracy:  0.959, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch  226/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  227/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.009
Epoch  41 Batch  229/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  41 Batch  230/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.011
Epoch  41 Batch  231/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  232/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch  233/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.015
Epoch  41 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  41 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.010
Epoch  41 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  41 Batch  237/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.012
Epoch  41 Batch  238/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  41 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  41 Batch  240/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  41 Batch  241/269 - Train Accuracy:  0.959, Validation Accuracy:  0.964, Loss:  0.013
Epoch  41 Batch  242/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  41 Batch  243/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  41 Batch  244/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  41 Batch  245/269 - Train Accuracy:  0.956, Validation Accuracy:  0.958, Loss:  0.012
Epoch  41 Batch  246/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  247/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.013
Epoch  41 Batch  248/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  41 Batch  249/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  250/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.015
Epoch  41 Batch  251/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  41 Batch  252/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  41 Batch  253/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  41 Batch  255/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  41 Batch  256/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  41 Batch  257/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.013
Epoch  41 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  41 Batch  259/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  41 Batch  260/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  41 Batch  261/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.010
Epoch  41 Batch  262/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.014
Epoch  41 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.014
Epoch  41 Batch  264/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.014
Epoch  41 Batch  265/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  41 Batch  266/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  41 Batch  267/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch    0/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch    1/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.013
Epoch  42 Batch    2/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  42 Batch    3/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  42 Batch    4/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch    5/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  42 Batch    6/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch    7/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch    8/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  42 Batch    9/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  42 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.013
Epoch  42 Batch   12/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.017
Epoch  42 Batch   13/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  42 Batch   14/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  42 Batch   15/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  42 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.015
Epoch  42 Batch   17/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  42 Batch   18/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch   19/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  42 Batch   20/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  42 Batch   21/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  42 Batch   22/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  42 Batch   23/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.016
Epoch  42 Batch   24/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  42 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.016
Epoch  42 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  42 Batch   27/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  42 Batch   28/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.009
Epoch  42 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.014
Epoch  42 Batch   30/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  42 Batch   31/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.020
Epoch  42 Batch   32/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  42 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  42 Batch   34/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.019
Epoch  42 Batch   35/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.020
Epoch  42 Batch   36/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  42 Batch   37/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  42 Batch   38/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.014
Epoch  42 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.013
Epoch  42 Batch   40/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.016
Epoch  42 Batch   41/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.011
Epoch  42 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.954, Loss:  0.013
Epoch  42 Batch   43/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.015
Epoch  42 Batch   44/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.018
Epoch  42 Batch   45/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch   46/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  42 Batch   47/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  42 Batch   48/269 - Train Accuracy:  0.958, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch   49/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  42 Batch   50/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.015
Epoch  42 Batch   51/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.014
Epoch  42 Batch   52/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.012
Epoch  42 Batch   53/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.011
Epoch  42 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.012
Epoch  42 Batch   55/269 - Train Accuracy:  0.958, Validation Accuracy:  0.956, Loss:  0.015
Epoch  42 Batch   56/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch   57/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.019
Epoch  42 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.013
Epoch  42 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.954, Loss:  0.008
Epoch  42 Batch   60/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.013
Epoch  42 Batch   61/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.014
Epoch  42 Batch   62/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.013
Epoch  42 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  42 Batch   64/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.010
Epoch  42 Batch   65/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.011
Epoch  42 Batch   66/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.012
Epoch  42 Batch   67/269 - Train Accuracy:  0.965, Validation Accuracy:  0.951, Loss:  0.014
Epoch  42 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.951, Loss:  0.013
Epoch  42 Batch   69/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.014
Epoch  42 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.013
Epoch  42 Batch   71/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.015
Epoch  42 Batch   72/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.013
Epoch  42 Batch   73/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.013
Epoch  42 Batch   74/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  42 Batch   75/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.012
Epoch  42 Batch   76/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  42 Batch   77/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.012
Epoch  42 Batch   78/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.014
Epoch  42 Batch   79/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.014
Epoch  42 Batch   80/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.011
Epoch  42 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.954, Loss:  0.014
Epoch  42 Batch   82/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.012
Epoch  42 Batch   83/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.015
Epoch  42 Batch   84/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.014
Epoch  42 Batch   85/269 - Train Accuracy:  0.970, Validation Accuracy:  0.952, Loss:  0.013
Epoch  42 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.013
Epoch  42 Batch   87/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.013
Epoch  42 Batch   88/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.013
Epoch  42 Batch   89/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.011
Epoch  42 Batch   90/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.012
Epoch  42 Batch   91/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.012
Epoch  42 Batch   92/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch   93/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  42 Batch   94/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.016
Epoch  42 Batch   95/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch   96/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  42 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  42 Batch   98/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.014
Epoch  42 Batch   99/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  42 Batch  100/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.015
Epoch  42 Batch  101/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.016
Epoch  42 Batch  102/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  42 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.012
Epoch  42 Batch  105/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.014
Epoch  42 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.014
Epoch  42 Batch  107/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.014
Epoch  42 Batch  108/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  42 Batch  109/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.016
Epoch  42 Batch  110/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  42 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  42 Batch  112/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch  113/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  42 Batch  114/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.010
Epoch  42 Batch  115/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  42 Batch  116/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  42 Batch  117/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.011
Epoch  42 Batch  118/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  119/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.013
Epoch  42 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  42 Batch  121/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch  122/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch  123/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.013
Epoch  42 Batch  124/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  42 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  42 Batch  126/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.013
Epoch  42 Batch  127/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  42 Batch  128/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.014
Epoch  42 Batch  129/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.014
Epoch  42 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.013
Epoch  42 Batch  131/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.015
Epoch  42 Batch  132/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.014
Epoch  42 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch  134/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  42 Batch  135/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  42 Batch  136/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.016
Epoch  42 Batch  137/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.013
Epoch  42 Batch  138/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.013
Epoch  42 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  42 Batch  140/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.009
Epoch  42 Batch  141/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  42 Batch  142/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.016
Epoch  42 Batch  143/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.014
Epoch  42 Batch  144/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.011
Epoch  42 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.009
Epoch  42 Batch  146/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  147/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.013
Epoch  42 Batch  148/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  42 Batch  149/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.016
Epoch  42 Batch  150/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  42 Batch  151/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  42 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  42 Batch  153/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.011
Epoch  42 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  42 Batch  155/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.014
Epoch  42 Batch  156/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.015
Epoch  42 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  42 Batch  158/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  42 Batch  159/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  42 Batch  160/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.010
Epoch  42 Batch  161/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.013
Epoch  42 Batch  162/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  42 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  164/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch  166/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.013
Epoch  42 Batch  167/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  42 Batch  168/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.017
Epoch  42 Batch  169/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.013
Epoch  42 Batch  170/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.013
Epoch  42 Batch  171/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.016
Epoch  42 Batch  172/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  42 Batch  173/269 - Train Accuracy:  0.956, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch  174/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch  175/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.017
Epoch  42 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  42 Batch  177/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  42 Batch  178/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.013
Epoch  42 Batch  179/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  42 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch  181/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.015
Epoch  42 Batch  182/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  42 Batch  183/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  42 Batch  184/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  186/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.009
Epoch  42 Batch  187/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.014
Epoch  42 Batch  188/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  42 Batch  189/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.013
Epoch  42 Batch  190/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  191/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  42 Batch  192/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  42 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  42 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  42 Batch  195/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  42 Batch  196/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.013
Epoch  42 Batch  197/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch  198/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.013
Epoch  42 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch  200/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  201/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  42 Batch  202/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.015
Epoch  42 Batch  203/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.015
Epoch  42 Batch  204/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  42 Batch  205/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  42 Batch  206/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.015
Epoch  42 Batch  207/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.013
Epoch  42 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  42 Batch  209/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  42 Batch  210/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  42 Batch  211/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  42 Batch  212/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.017
Epoch  42 Batch  213/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  214/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  42 Batch  215/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  42 Batch  216/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  42 Batch  217/269 - Train Accuracy:  0.957, Validation Accuracy:  0.955, Loss:  0.015
Epoch  42 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.955, Loss:  0.010
Epoch  42 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.955, Loss:  0.012
Epoch  42 Batch  220/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.012
Epoch  42 Batch  221/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.014
Epoch  42 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.011
Epoch  42 Batch  223/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.009
Epoch  42 Batch  224/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.014
Epoch  42 Batch  225/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  42 Batch  226/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  42 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  42 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  42 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  42 Batch  230/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  42 Batch  231/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  42 Batch  232/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.012
Epoch  42 Batch  233/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.016
Epoch  42 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.013
Epoch  42 Batch  235/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.011
Epoch  42 Batch  236/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.017
Epoch  42 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  42 Batch  238/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  42 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  42 Batch  240/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch  241/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.015
Epoch  42 Batch  242/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  42 Batch  244/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.014
Epoch  42 Batch  245/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.013
Epoch  42 Batch  246/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  42 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.016
Epoch  42 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  42 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.013
Epoch  42 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.012
Epoch  42 Batch  251/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  42 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  42 Batch  253/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  42 Batch  254/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.014
Epoch  42 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.014
Epoch  42 Batch  256/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  42 Batch  257/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.015
Epoch  42 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.010
Epoch  42 Batch  259/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.013
Epoch  42 Batch  260/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.015
Epoch  42 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.011
Epoch  42 Batch  262/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.015
Epoch  42 Batch  263/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.011
Epoch  42 Batch  264/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.012
Epoch  42 Batch  265/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.014
Epoch  42 Batch  266/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  42 Batch  267/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  43 Batch    0/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.010
Epoch  43 Batch    1/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.012
Epoch  43 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  43 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.010
Epoch  43 Batch    4/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.015
Epoch  43 Batch    5/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.014
Epoch  43 Batch    6/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  43 Batch    7/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.011
Epoch  43 Batch    8/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.014
Epoch  43 Batch    9/269 - Train Accuracy:  0.963, Validation Accuracy:  0.968, Loss:  0.011
Epoch  43 Batch   10/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  43 Batch   11/269 - Train Accuracy:  0.965, Validation Accuracy:  0.970, Loss:  0.016
Epoch  43 Batch   12/269 - Train Accuracy:  0.961, Validation Accuracy:  0.970, Loss:  0.018
Epoch  43 Batch   13/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.011
Epoch  43 Batch   14/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.010
Epoch  43 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch   16/269 - Train Accuracy:  0.960, Validation Accuracy:  0.966, Loss:  0.014
Epoch  43 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  43 Batch   18/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.015
Epoch  43 Batch   19/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  43 Batch   20/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  43 Batch   21/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.015
Epoch  43 Batch   22/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.013
Epoch  43 Batch   23/269 - Train Accuracy:  0.962, Validation Accuracy:  0.969, Loss:  0.017
Epoch  43 Batch   24/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.016
Epoch  43 Batch   25/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  43 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.012
Epoch  43 Batch   28/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  43 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.955, Loss:  0.013
Epoch  43 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.013
Epoch  43 Batch   31/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  43 Batch   32/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  43 Batch   33/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.011
Epoch  43 Batch   34/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.015
Epoch  43 Batch   35/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.017
Epoch  43 Batch   36/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  43 Batch   37/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.012
Epoch  43 Batch   38/269 - Train Accuracy:  0.953, Validation Accuracy:  0.957, Loss:  0.014
Epoch  43 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  43 Batch   40/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.014
Epoch  43 Batch   41/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.013
Epoch  43 Batch   42/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.013
Epoch  43 Batch   43/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch   44/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.015
Epoch  43 Batch   45/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch   46/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch   48/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch   49/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  43 Batch   50/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.017
Epoch  43 Batch   51/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.014
Epoch  43 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  43 Batch   53/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  43 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch   55/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.017
Epoch  43 Batch   56/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch   57/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  43 Batch   58/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  43 Batch   59/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  43 Batch   60/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  43 Batch   61/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  43 Batch   62/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  43 Batch   63/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  43 Batch   64/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  43 Batch   65/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  43 Batch   66/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  43 Batch   67/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  43 Batch   68/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.012
Epoch  43 Batch   69/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.015
Epoch  43 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  43 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.015
Epoch  43 Batch   72/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.010
Epoch  43 Batch   73/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  43 Batch   74/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  43 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.012
Epoch  43 Batch   76/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  43 Batch   77/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch   78/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  43 Batch   79/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.014
Epoch  43 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.010
Epoch  43 Batch   81/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch   82/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.011
Epoch  43 Batch   83/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch   84/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  43 Batch   85/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  43 Batch   86/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  43 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  43 Batch   88/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch   90/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch   91/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch   92/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.010
Epoch  43 Batch   93/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  43 Batch   94/269 - Train Accuracy:  0.959, Validation Accuracy:  0.958, Loss:  0.016
Epoch  43 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.009
Epoch  43 Batch   96/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.010
Epoch  43 Batch   97/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.014
Epoch  43 Batch   98/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  43 Batch   99/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  43 Batch  100/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.015
Epoch  43 Batch  101/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.014
Epoch  43 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  43 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  43 Batch  104/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.011
Epoch  43 Batch  105/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  43 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  43 Batch  107/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  43 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.010
Epoch  43 Batch  109/269 - Train Accuracy:  0.959, Validation Accuracy:  0.956, Loss:  0.012
Epoch  43 Batch  110/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.010
Epoch  43 Batch  111/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  43 Batch  112/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch  113/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch  114/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  43 Batch  115/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch  116/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  43 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  43 Batch  118/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  43 Batch  119/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.015
Epoch  43 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  43 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  43 Batch  122/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.014
Epoch  43 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  43 Batch  124/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  43 Batch  125/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  43 Batch  126/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.014
Epoch  43 Batch  127/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  43 Batch  128/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.012
Epoch  43 Batch  129/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.011
Epoch  43 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.013
Epoch  43 Batch  131/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.015
Epoch  43 Batch  132/269 - Train Accuracy:  0.959, Validation Accuracy:  0.967, Loss:  0.014
Epoch  43 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  43 Batch  134/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.012
Epoch  43 Batch  135/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  43 Batch  136/269 - Train Accuracy:  0.957, Validation Accuracy:  0.966, Loss:  0.019
Epoch  43 Batch  137/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  43 Batch  138/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  43 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  43 Batch  140/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  43 Batch  141/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.012
Epoch  43 Batch  142/269 - Train Accuracy:  0.959, Validation Accuracy:  0.969, Loss:  0.014
Epoch  43 Batch  143/269 - Train Accuracy:  0.960, Validation Accuracy:  0.968, Loss:  0.015
Epoch  43 Batch  144/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.012
Epoch  43 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  43 Batch  146/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  43 Batch  147/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.013
Epoch  43 Batch  148/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.013
Epoch  43 Batch  149/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.013
Epoch  43 Batch  150/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  43 Batch  151/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.013
Epoch  43 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  43 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.010
Epoch  43 Batch  154/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  43 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.016
Epoch  43 Batch  156/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  43 Batch  157/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  43 Batch  158/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.014
Epoch  43 Batch  159/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  43 Batch  160/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  43 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  43 Batch  162/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  43 Batch  163/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.012
Epoch  43 Batch  164/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.015
Epoch  43 Batch  165/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.009
Epoch  43 Batch  166/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  43 Batch  167/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  43 Batch  168/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  43 Batch  169/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.016
Epoch  43 Batch  170/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  43 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  43 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  43 Batch  173/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  43 Batch  174/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  43 Batch  175/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.017
Epoch  43 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  43 Batch  177/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  43 Batch  178/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  43 Batch  179/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.015
Epoch  43 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.012
Epoch  43 Batch  181/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.013
Epoch  43 Batch  182/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch  183/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.012
Epoch  43 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.013
Epoch  43 Batch  185/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch  186/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.009
Epoch  43 Batch  187/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.009
Epoch  43 Batch  188/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.012
Epoch  43 Batch  190/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch  191/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  43 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  43 Batch  194/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  43 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  43 Batch  196/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch  197/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch  198/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  43 Batch  199/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.012
Epoch  43 Batch  200/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.012
Epoch  43 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.010
Epoch  43 Batch  202/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.014
Epoch  43 Batch  203/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.015
Epoch  43 Batch  204/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch  205/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  43 Batch  206/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.013
Epoch  43 Batch  207/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  43 Batch  208/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.011
Epoch  43 Batch  209/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  43 Batch  210/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  43 Batch  211/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.013
Epoch  43 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  43 Batch  213/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  43 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.012
Epoch  43 Batch  215/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  43 Batch  216/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch  217/269 - Train Accuracy:  0.959, Validation Accuracy:  0.963, Loss:  0.013
Epoch  43 Batch  218/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  43 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.011
Epoch  43 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch  221/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  43 Batch  222/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  43 Batch  223/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  43 Batch  224/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.019
Epoch  43 Batch  225/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.010
Epoch  43 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  43 Batch  228/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  43 Batch  229/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  43 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch  231/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  43 Batch  232/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  43 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.016
Epoch  43 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.010
Epoch  43 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.956, Loss:  0.010
Epoch  43 Batch  236/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.014
Epoch  43 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.955, Loss:  0.012
Epoch  43 Batch  238/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.011
Epoch  43 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.011
Epoch  43 Batch  240/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.012
Epoch  43 Batch  241/269 - Train Accuracy:  0.959, Validation Accuracy:  0.960, Loss:  0.017
Epoch  43 Batch  242/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.011
Epoch  43 Batch  243/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.011
Epoch  43 Batch  245/269 - Train Accuracy:  0.959, Validation Accuracy:  0.957, Loss:  0.011
Epoch  43 Batch  246/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.012
Epoch  43 Batch  247/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.013
Epoch  43 Batch  248/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  43 Batch  249/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  43 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.012
Epoch  43 Batch  251/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  43 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  43 Batch  253/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  43 Batch  254/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.014
Epoch  43 Batch  255/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  43 Batch  256/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  43 Batch  257/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.015
Epoch  43 Batch  258/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  43 Batch  260/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  43 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  43 Batch  262/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  43 Batch  263/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  43 Batch  264/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.013
Epoch  43 Batch  265/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  43 Batch  266/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.011
Epoch  43 Batch  267/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.014
Epoch  44 Batch    0/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  44 Batch    1/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  44 Batch    2/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  44 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  44 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  44 Batch    5/269 - Train Accuracy:  0.961, Validation Accuracy:  0.967, Loss:  0.012
Epoch  44 Batch    6/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  44 Batch    7/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  44 Batch    8/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.013
Epoch  44 Batch    9/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.014
Epoch  44 Batch   10/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  44 Batch   11/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  44 Batch   12/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.016
Epoch  44 Batch   13/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  44 Batch   14/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  44 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  44 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.019
Epoch  44 Batch   17/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.012
Epoch  44 Batch   18/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.013
Epoch  44 Batch   19/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.013
Epoch  44 Batch   20/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  44 Batch   21/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.015
Epoch  44 Batch   22/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  44 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.015
Epoch  44 Batch   24/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  44 Batch   25/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.013
Epoch  44 Batch   26/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.014
Epoch  44 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  44 Batch   28/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.013
Epoch  44 Batch   29/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.014
Epoch  44 Batch   30/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.015
Epoch  44 Batch   31/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.013
Epoch  44 Batch   32/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  44 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.012
Epoch  44 Batch   34/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.012
Epoch  44 Batch   35/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.014
Epoch  44 Batch   36/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.013
Epoch  44 Batch   37/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.014
Epoch  44 Batch   38/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.013
Epoch  44 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  44 Batch   40/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.013
Epoch  44 Batch   41/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  44 Batch   42/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.013
Epoch  44 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  44 Batch   44/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.015
Epoch  44 Batch   45/269 - Train Accuracy:  0.967, Validation Accuracy:  0.953, Loss:  0.012
Epoch  44 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.009
Epoch  44 Batch   47/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  44 Batch   48/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  44 Batch   49/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  44 Batch   50/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.016
Epoch  44 Batch   51/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.015
Epoch  44 Batch   52/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.013
Epoch  44 Batch   53/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  44 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  44 Batch   55/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  44 Batch   56/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.013
Epoch  44 Batch   57/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.014
Epoch  44 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  44 Batch   59/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  44 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  44 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  44 Batch   62/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.014
Epoch  44 Batch   63/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  44 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  44 Batch   65/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.011
Epoch  44 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  44 Batch   67/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.017
Epoch  44 Batch   68/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.014
Epoch  44 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.950, Loss:  0.014
Epoch  44 Batch   70/269 - Train Accuracy:  0.969, Validation Accuracy:  0.951, Loss:  0.015
Epoch  44 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.950, Loss:  0.016
Epoch  44 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.015
Epoch  44 Batch   73/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.015
Epoch  44 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  44 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.014
Epoch  44 Batch   76/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.011
Epoch  44 Batch   77/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.015
Epoch  44 Batch   78/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.013
Epoch  44 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  44 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.958, Loss:  0.012
Epoch  44 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  44 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.012
Epoch  44 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.015
Epoch  44 Batch   84/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.012
Epoch  44 Batch   85/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.013
Epoch  44 Batch   86/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  44 Batch   87/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  44 Batch   88/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.010
Epoch  44 Batch   89/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.017
Epoch  44 Batch   90/269 - Train Accuracy:  0.959, Validation Accuracy:  0.961, Loss:  0.020
Epoch  44 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.014
Epoch  44 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  44 Batch   93/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  44 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.015
Epoch  44 Batch   95/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  44 Batch   96/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  44 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.013
Epoch  44 Batch   98/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.013
Epoch  44 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  44 Batch  100/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  44 Batch  101/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.018
Epoch  44 Batch  102/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.012
Epoch  44 Batch  103/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.016
Epoch  44 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  44 Batch  105/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  44 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  44 Batch  107/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  44 Batch  108/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  44 Batch  109/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.014
Epoch  44 Batch  110/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  44 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.014
Epoch  44 Batch  112/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.013
Epoch  44 Batch  113/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.014
Epoch  44 Batch  114/269 - Train Accuracy:  0.968, Validation Accuracy:  0.953, Loss:  0.014
Epoch  44 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.951, Loss:  0.014
Epoch  44 Batch  116/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.013
Epoch  44 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.009
Epoch  44 Batch  118/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.010
Epoch  44 Batch  119/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.014
Epoch  44 Batch  120/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.011
Epoch  44 Batch  121/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.011
Epoch  44 Batch  122/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.014
Epoch  44 Batch  123/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.014
Epoch  44 Batch  124/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  44 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  44 Batch  126/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.013
Epoch  44 Batch  127/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  44 Batch  128/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.014
Epoch  44 Batch  129/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.015
Epoch  44 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.014
Epoch  44 Batch  131/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.016
Epoch  44 Batch  132/269 - Train Accuracy:  0.961, Validation Accuracy:  0.966, Loss:  0.011
Epoch  44 Batch  133/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  44 Batch  134/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  44 Batch  135/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.012
Epoch  44 Batch  136/269 - Train Accuracy:  0.961, Validation Accuracy:  0.966, Loss:  0.013
Epoch  44 Batch  137/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.016
Epoch  44 Batch  138/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  44 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.014
Epoch  44 Batch  140/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.014
Epoch  44 Batch  141/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.016
Epoch  44 Batch  142/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.014
Epoch  44 Batch  143/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.013
Epoch  44 Batch  144/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  44 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.011
Epoch  44 Batch  146/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  44 Batch  147/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.012
Epoch  44 Batch  148/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.013
Epoch  44 Batch  149/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.016
Epoch  44 Batch  150/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  44 Batch  151/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.013
Epoch  44 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  44 Batch  153/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  44 Batch  154/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.015
Epoch  44 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  44 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  44 Batch  157/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.013
Epoch  44 Batch  158/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  44 Batch  159/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  44 Batch  160/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  44 Batch  161/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  44 Batch  162/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  44 Batch  163/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.014
Epoch  44 Batch  164/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.015
Epoch  44 Batch  165/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  44 Batch  166/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  44 Batch  167/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  44 Batch  168/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  44 Batch  169/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  44 Batch  170/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  44 Batch  171/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.013
Epoch  44 Batch  172/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  44 Batch  173/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.009
Epoch  44 Batch  174/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  44 Batch  175/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.016
Epoch  44 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  44 Batch  177/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  44 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  44 Batch  179/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.011
Epoch  44 Batch  180/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.013
Epoch  44 Batch  181/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.013
Epoch  44 Batch  182/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.011
Epoch  44 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.007
Epoch  44 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  44 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  44 Batch  186/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  44 Batch  187/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  44 Batch  188/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  44 Batch  189/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  44 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  44 Batch  191/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  44 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  44 Batch  193/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.011
Epoch  44 Batch  194/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  44 Batch  195/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.010
Epoch  44 Batch  196/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  44 Batch  197/269 - Train Accuracy:  0.971, Validation Accuracy:  0.954, Loss:  0.012
Epoch  44 Batch  198/269 - Train Accuracy:  0.966, Validation Accuracy:  0.951, Loss:  0.015
Epoch  44 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  44 Batch  200/269 - Train Accuracy:  0.974, Validation Accuracy:  0.953, Loss:  0.011
Epoch  44 Batch  201/269 - Train Accuracy:  0.973, Validation Accuracy:  0.953, Loss:  0.010
Epoch  44 Batch  202/269 - Train Accuracy:  0.967, Validation Accuracy:  0.949, Loss:  0.013
Epoch  44 Batch  203/269 - Train Accuracy:  0.961, Validation Accuracy:  0.949, Loss:  0.014
Epoch  44 Batch  204/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.013
Epoch  44 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.953, Loss:  0.010
Epoch  44 Batch  206/269 - Train Accuracy:  0.962, Validation Accuracy:  0.955, Loss:  0.015
Epoch  44 Batch  207/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.010
Epoch  44 Batch  208/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.012
Epoch  44 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.011
Epoch  44 Batch  210/269 - Train Accuracy:  0.976, Validation Accuracy:  0.954, Loss:  0.010
Epoch  44 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.012
Epoch  44 Batch  212/269 - Train Accuracy:  0.962, Validation Accuracy:  0.954, Loss:  0.014
Epoch  44 Batch  213/269 - Train Accuracy:  0.968, Validation Accuracy:  0.954, Loss:  0.011
Epoch  44 Batch  214/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.011
Epoch  44 Batch  215/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.013
Epoch  44 Batch  216/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  44 Batch  217/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.017
Epoch  44 Batch  218/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  44 Batch  219/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  44 Batch  220/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.013
Epoch  44 Batch  221/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  44 Batch  222/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.014
Epoch  44 Batch  223/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  44 Batch  224/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.014
Epoch  44 Batch  225/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.012
Epoch  44 Batch  226/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.012
Epoch  44 Batch  227/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.014
Epoch  44 Batch  228/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.012
Epoch  44 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  44 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  44 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  44 Batch  232/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  44 Batch  233/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  44 Batch  234/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  44 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  44 Batch  236/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  44 Batch  237/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  44 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  44 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.017
Epoch  44 Batch  240/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  44 Batch  241/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.015
Epoch  44 Batch  242/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  44 Batch  243/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  44 Batch  244/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  44 Batch  245/269 - Train Accuracy:  0.956, Validation Accuracy:  0.961, Loss:  0.015
Epoch  44 Batch  246/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.014
Epoch  44 Batch  247/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.013
Epoch  44 Batch  248/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  44 Batch  249/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.013
Epoch  44 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.012
Epoch  44 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  44 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  44 Batch  253/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  44 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  44 Batch  255/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  44 Batch  256/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  44 Batch  257/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.014
Epoch  44 Batch  258/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.009
Epoch  44 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.012
Epoch  44 Batch  260/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  44 Batch  261/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  44 Batch  262/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.015
Epoch  44 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.013
Epoch  44 Batch  264/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.016
Epoch  44 Batch  265/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.013
Epoch  44 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  44 Batch  267/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  45 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.015
Epoch  45 Batch    1/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.014
Epoch  45 Batch    2/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.012
Epoch  45 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  45 Batch    4/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.017
Epoch  45 Batch    5/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  45 Batch    6/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.013
Epoch  45 Batch    7/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  45 Batch    8/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  45 Batch    9/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.016
Epoch  45 Batch   10/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.013
Epoch  45 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  45 Batch   12/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.018
Epoch  45 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.010
Epoch  45 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  45 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.008
Epoch  45 Batch   16/269 - Train Accuracy:  0.961, Validation Accuracy:  0.957, Loss:  0.016
Epoch  45 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.013
Epoch  45 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.013
Epoch  45 Batch   19/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.011
Epoch  45 Batch   20/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  45 Batch   21/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.012
Epoch  45 Batch   22/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.014
Epoch  45 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.018
Epoch  45 Batch   24/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.014
Epoch  45 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  45 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  45 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  45 Batch   28/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.014
Epoch  45 Batch   29/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.014
Epoch  45 Batch   30/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.015
Epoch  45 Batch   31/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.017
Epoch  45 Batch   32/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  45 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.010
Epoch  45 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.014
Epoch  45 Batch   36/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.015
Epoch  45 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.013
Epoch  45 Batch   38/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.014
Epoch  45 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.009
Epoch  45 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  45 Batch   41/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.011
Epoch  45 Batch   42/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  45 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  45 Batch   44/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.015
Epoch  45 Batch   45/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.015
Epoch  45 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  45 Batch   47/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  45 Batch   48/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.016
Epoch  45 Batch   49/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  45 Batch   50/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.014
Epoch  45 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  45 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  45 Batch   53/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  45 Batch   54/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.014
Epoch  45 Batch   55/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.013
Epoch  45 Batch   56/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.014
Epoch  45 Batch   57/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.013
Epoch  45 Batch   58/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  45 Batch   59/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  45 Batch   60/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.012
Epoch  45 Batch   61/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.014
Epoch  45 Batch   62/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  45 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.014
Epoch  45 Batch   64/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  45 Batch   65/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.013
Epoch  45 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.014
Epoch  45 Batch   67/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.013
Epoch  45 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.015
Epoch  45 Batch   69/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch   70/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  45 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  45 Batch   72/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  45 Batch   73/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.015
Epoch  45 Batch   74/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  45 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.014
Epoch  45 Batch   76/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.009
Epoch  45 Batch   77/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch   78/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  45 Batch   79/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  45 Batch   80/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  45 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.014
Epoch  45 Batch   82/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  45 Batch   83/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  45 Batch   84/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  45 Batch   85/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  45 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.011
Epoch  45 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.011
Epoch  45 Batch   88/269 - Train Accuracy:  0.972, Validation Accuracy:  0.952, Loss:  0.012
Epoch  45 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch   90/269 - Train Accuracy:  0.961, Validation Accuracy:  0.959, Loss:  0.010
Epoch  45 Batch   91/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  45 Batch   92/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.010
Epoch  45 Batch   93/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  45 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  45 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  45 Batch   96/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  45 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  45 Batch   98/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.015
Epoch  45 Batch   99/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  45 Batch  100/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.013
Epoch  45 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.014
Epoch  45 Batch  102/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  45 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.014
Epoch  45 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  45 Batch  105/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  45 Batch  107/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.012
Epoch  45 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.012
Epoch  45 Batch  109/269 - Train Accuracy:  0.964, Validation Accuracy:  0.953, Loss:  0.015
Epoch  45 Batch  110/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.010
Epoch  45 Batch  111/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.012
Epoch  45 Batch  112/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.011
Epoch  45 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.014
Epoch  45 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  45 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.015
Epoch  45 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.009
Epoch  45 Batch  117/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.010
Epoch  45 Batch  118/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.011
Epoch  45 Batch  119/269 - Train Accuracy:  0.965, Validation Accuracy:  0.953, Loss:  0.011
Epoch  45 Batch  120/269 - Train Accuracy:  0.969, Validation Accuracy:  0.952, Loss:  0.014
Epoch  45 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.009
Epoch  45 Batch  122/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.013
Epoch  45 Batch  123/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.015
Epoch  45 Batch  124/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  45 Batch  125/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  45 Batch  126/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  45 Batch  127/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  45 Batch  128/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  45 Batch  129/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.013
Epoch  45 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.012
Epoch  45 Batch  131/269 - Train Accuracy:  0.961, Validation Accuracy:  0.967, Loss:  0.014
Epoch  45 Batch  132/269 - Train Accuracy:  0.959, Validation Accuracy:  0.966, Loss:  0.013
Epoch  45 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.013
Epoch  45 Batch  134/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  45 Batch  135/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  45 Batch  136/269 - Train Accuracy:  0.958, Validation Accuracy:  0.967, Loss:  0.013
Epoch  45 Batch  137/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  45 Batch  138/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  45 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  45 Batch  140/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.012
Epoch  45 Batch  141/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  45 Batch  142/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.013
Epoch  45 Batch  143/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  45 Batch  144/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  45 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  45 Batch  146/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.009
Epoch  45 Batch  147/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  45 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.012
Epoch  45 Batch  149/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  45 Batch  150/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  45 Batch  151/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  45 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  45 Batch  153/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.012
Epoch  45 Batch  154/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  45 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.011
Epoch  45 Batch  156/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.013
Epoch  45 Batch  157/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.013
Epoch  45 Batch  158/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  45 Batch  159/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  45 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  45 Batch  161/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  45 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  45 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  45 Batch  164/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  45 Batch  165/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  45 Batch  166/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.013
Epoch  45 Batch  167/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.014
Epoch  45 Batch  168/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  45 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  45 Batch  170/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.015
Epoch  45 Batch  171/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.017
Epoch  45 Batch  172/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.015
Epoch  45 Batch  173/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  45 Batch  174/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.014
Epoch  45 Batch  175/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.020
Epoch  45 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.013
Epoch  45 Batch  177/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.015
Epoch  45 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.012
Epoch  45 Batch  179/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  45 Batch  180/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.014
Epoch  45 Batch  181/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.016
Epoch  45 Batch  182/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.012
Epoch  45 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.012
Epoch  45 Batch  184/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.016
Epoch  45 Batch  185/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.015
Epoch  45 Batch  186/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  45 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  45 Batch  188/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.014
Epoch  45 Batch  189/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  45 Batch  190/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.016
Epoch  45 Batch  192/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  45 Batch  193/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.011
Epoch  45 Batch  194/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.013
Epoch  45 Batch  195/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.015
Epoch  45 Batch  196/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.016
Epoch  45 Batch  197/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  45 Batch  198/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.018
Epoch  45 Batch  199/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.017
Epoch  45 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.958, Loss:  0.011
Epoch  45 Batch  201/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.017
Epoch  45 Batch  202/269 - Train Accuracy:  0.966, Validation Accuracy:  0.953, Loss:  0.015
Epoch  45 Batch  203/269 - Train Accuracy:  0.962, Validation Accuracy:  0.948, Loss:  0.022
Epoch  45 Batch  204/269 - Train Accuracy:  0.967, Validation Accuracy:  0.947, Loss:  0.015
Epoch  45 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.950, Loss:  0.012
Epoch  45 Batch  206/269 - Train Accuracy:  0.957, Validation Accuracy:  0.951, Loss:  0.018
Epoch  45 Batch  207/269 - Train Accuracy:  0.969, Validation Accuracy:  0.950, Loss:  0.015
Epoch  45 Batch  208/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.016
Epoch  45 Batch  209/269 - Train Accuracy:  0.963, Validation Accuracy:  0.952, Loss:  0.019
Epoch  45 Batch  210/269 - Train Accuracy:  0.973, Validation Accuracy:  0.950, Loss:  0.018
Epoch  45 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.018
Epoch  45 Batch  212/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.017
Epoch  45 Batch  213/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.016
Epoch  45 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.015
Epoch  45 Batch  215/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.015
Epoch  45 Batch  216/269 - Train Accuracy:  0.957, Validation Accuracy:  0.956, Loss:  0.019
Epoch  45 Batch  217/269 - Train Accuracy:  0.955, Validation Accuracy:  0.954, Loss:  0.020
Epoch  45 Batch  218/269 - Train Accuracy:  0.976, Validation Accuracy:  0.956, Loss:  0.013
Epoch  45 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.957, Loss:  0.013
Epoch  45 Batch  220/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.013
Epoch  45 Batch  221/269 - Train Accuracy:  0.963, Validation Accuracy:  0.954, Loss:  0.014
Epoch  45 Batch  222/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.015
Epoch  45 Batch  223/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.014
Epoch  45 Batch  224/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.021
Epoch  45 Batch  225/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  45 Batch  226/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.017
Epoch  45 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.015
Epoch  45 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  45 Batch  229/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.015
Epoch  45 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  45 Batch  231/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  45 Batch  232/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.015
Epoch  45 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.014
Epoch  45 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  45 Batch  235/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  45 Batch  236/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  45 Batch  237/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  45 Batch  238/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.015
Epoch  45 Batch  239/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.013
Epoch  45 Batch  240/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  45 Batch  241/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.016
Epoch  45 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.013
Epoch  45 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  45 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  45 Batch  245/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.011
Epoch  45 Batch  246/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.016
Epoch  45 Batch  247/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.015
Epoch  45 Batch  248/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.011
Epoch  45 Batch  250/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.016
Epoch  45 Batch  251/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch  252/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  45 Batch  253/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  45 Batch  254/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.015
Epoch  45 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.012
Epoch  45 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.014
Epoch  45 Batch  257/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.015
Epoch  45 Batch  258/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.011
Epoch  45 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  45 Batch  260/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  45 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  45 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  45 Batch  263/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  45 Batch  264/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.014
Epoch  45 Batch  265/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  45 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  45 Batch  267/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  46 Batch    0/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.009
Epoch  46 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch    2/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  46 Batch    3/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  46 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  46 Batch    5/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  46 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  46 Batch    7/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  46 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.014
Epoch  46 Batch    9/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.014
Epoch  46 Batch   10/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.015
Epoch  46 Batch   11/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  46 Batch   12/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  46 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  46 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  46 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  46 Batch   16/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.016
Epoch  46 Batch   17/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  46 Batch   18/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  46 Batch   19/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  46 Batch   20/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.011
Epoch  46 Batch   21/269 - Train Accuracy:  0.960, Validation Accuracy:  0.958, Loss:  0.012
Epoch  46 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.009
Epoch  46 Batch   23/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.014
Epoch  46 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  46 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.012
Epoch  46 Batch   26/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch   27/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  46 Batch   28/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  46 Batch   29/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  46 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  46 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  46 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  46 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.010
Epoch  46 Batch   34/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  46 Batch   35/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.015
Epoch  46 Batch   36/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  46 Batch   37/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  46 Batch   38/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  46 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  46 Batch   40/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.011
Epoch  46 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  46 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  46 Batch   43/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.010
Epoch  46 Batch   44/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.015
Epoch  46 Batch   45/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.015
Epoch  46 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  46 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  46 Batch   48/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  46 Batch   49/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  46 Batch   50/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.013
Epoch  46 Batch   51/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  46 Batch   52/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  46 Batch   53/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.012
Epoch  46 Batch   54/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.010
Epoch  46 Batch   55/269 - Train Accuracy:  0.961, Validation Accuracy:  0.967, Loss:  0.014
Epoch  46 Batch   56/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.012
Epoch  46 Batch   57/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  46 Batch   58/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  46 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  46 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  46 Batch   61/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.011
Epoch  46 Batch   62/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch   63/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  46 Batch   64/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  46 Batch   65/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  46 Batch   66/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.012
Epoch  46 Batch   67/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  46 Batch   68/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  46 Batch   69/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  46 Batch   70/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  46 Batch   71/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.017
Epoch  46 Batch   72/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.014
Epoch  46 Batch   73/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  46 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.011
Epoch  46 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch   76/269 - Train Accuracy:  0.962, Validation Accuracy:  0.956, Loss:  0.012
Epoch  46 Batch   77/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  46 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.012
Epoch  46 Batch   79/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  46 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.009
Epoch  46 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.014
Epoch  46 Batch   82/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  46 Batch   83/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.013
Epoch  46 Batch   84/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.013
Epoch  46 Batch   85/269 - Train Accuracy:  0.966, Validation Accuracy:  0.952, Loss:  0.011
Epoch  46 Batch   86/269 - Train Accuracy:  0.975, Validation Accuracy:  0.954, Loss:  0.009
Epoch  46 Batch   87/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.012
Epoch  46 Batch   88/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.011
Epoch  46 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  46 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.011
Epoch  46 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  46 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  46 Batch   93/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  46 Batch   94/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.014
Epoch  46 Batch   95/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch   96/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.014
Epoch  46 Batch   97/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch   98/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.014
Epoch  46 Batch   99/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.010
Epoch  46 Batch  100/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  46 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.015
Epoch  46 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.008
Epoch  46 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch  104/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch  105/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.010
Epoch  46 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  46 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.009
Epoch  46 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.010
Epoch  46 Batch  109/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  46 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  46 Batch  111/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  46 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  46 Batch  113/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.013
Epoch  46 Batch  114/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  46 Batch  115/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  46 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch  118/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  46 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  46 Batch  120/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.009
Epoch  46 Batch  121/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  46 Batch  122/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  46 Batch  123/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.011
Epoch  46 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  46 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  46 Batch  126/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.012
Epoch  46 Batch  127/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  46 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  46 Batch  129/269 - Train Accuracy:  0.962, Validation Accuracy:  0.971, Loss:  0.011
Epoch  46 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  46 Batch  131/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.011
Epoch  46 Batch  132/269 - Train Accuracy:  0.953, Validation Accuracy:  0.966, Loss:  0.013
Epoch  46 Batch  133/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  46 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  46 Batch  135/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  46 Batch  136/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  46 Batch  137/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  46 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch  140/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch  141/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  46 Batch  142/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.011
Epoch  46 Batch  143/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.009
Epoch  46 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  46 Batch  145/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  46 Batch  146/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  46 Batch  147/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  46 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.011
Epoch  46 Batch  149/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  46 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  46 Batch  151/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch  152/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  46 Batch  153/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  46 Batch  154/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.014
Epoch  46 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  46 Batch  156/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  46 Batch  157/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.013
Epoch  46 Batch  158/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.010
Epoch  46 Batch  159/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  46 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  46 Batch  161/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.009
Epoch  46 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.009
Epoch  46 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.011
Epoch  46 Batch  164/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  46 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  46 Batch  166/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  46 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  46 Batch  168/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  46 Batch  169/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  46 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  46 Batch  171/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.013
Epoch  46 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.012
Epoch  46 Batch  173/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.008
Epoch  46 Batch  174/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  46 Batch  175/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.015
Epoch  46 Batch  176/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  46 Batch  177/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  46 Batch  178/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  46 Batch  179/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  46 Batch  180/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  46 Batch  181/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  46 Batch  182/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch  183/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  46 Batch  184/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.013
Epoch  46 Batch  185/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  46 Batch  186/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  46 Batch  187/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.009
Epoch  46 Batch  188/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch  189/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch  190/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  46 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  46 Batch  193/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  46 Batch  194/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.009
Epoch  46 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.011
Epoch  46 Batch  196/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.014
Epoch  46 Batch  197/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.009
Epoch  46 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.952, Loss:  0.011
Epoch  46 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.952, Loss:  0.010
Epoch  46 Batch  200/269 - Train Accuracy:  0.977, Validation Accuracy:  0.952, Loss:  0.008
Epoch  46 Batch  201/269 - Train Accuracy:  0.977, Validation Accuracy:  0.953, Loss:  0.011
Epoch  46 Batch  202/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.011
Epoch  46 Batch  203/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.013
Epoch  46 Batch  204/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.007
Epoch  46 Batch  206/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch  207/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  46 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.013
Epoch  46 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  46 Batch  210/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  46 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  46 Batch  212/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.014
Epoch  46 Batch  213/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  46 Batch  214/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch  215/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  46 Batch  216/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  46 Batch  217/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.018
Epoch  46 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.007
Epoch  46 Batch  219/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.010
Epoch  46 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.011
Epoch  46 Batch  221/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  46 Batch  222/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  46 Batch  223/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.009
Epoch  46 Batch  224/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.012
Epoch  46 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.009
Epoch  46 Batch  226/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.013
Epoch  46 Batch  227/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  46 Batch  228/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.009
Epoch  46 Batch  229/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  46 Batch  230/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.013
Epoch  46 Batch  231/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  46 Batch  232/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  46 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  46 Batch  234/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  46 Batch  235/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  46 Batch  236/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  46 Batch  237/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  46 Batch  238/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  46 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.014
Epoch  46 Batch  240/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  46 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.013
Epoch  46 Batch  242/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  46 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.009
Epoch  46 Batch  244/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  46 Batch  245/269 - Train Accuracy:  0.956, Validation Accuracy:  0.964, Loss:  0.011
Epoch  46 Batch  246/269 - Train Accuracy:  0.959, Validation Accuracy:  0.964, Loss:  0.013
Epoch  46 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  46 Batch  248/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  46 Batch  249/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  46 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch  251/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  46 Batch  252/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  46 Batch  253/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  46 Batch  254/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  46 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.012
Epoch  46 Batch  256/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.012
Epoch  46 Batch  257/269 - Train Accuracy:  0.957, Validation Accuracy:  0.954, Loss:  0.015
Epoch  46 Batch  258/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.011
Epoch  46 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  46 Batch  260/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.010
Epoch  46 Batch  261/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  46 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  46 Batch  263/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  46 Batch  264/269 - Train Accuracy:  0.960, Validation Accuracy:  0.960, Loss:  0.015
Epoch  46 Batch  265/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  46 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.011
Epoch  46 Batch  267/269 - Train Accuracy:  0.965, Validation Accuracy:  0.956, Loss:  0.011
Epoch  47 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.010
Epoch  47 Batch    1/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  47 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  47 Batch    3/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  47 Batch    4/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.013
Epoch  47 Batch    5/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  47 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  47 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.013
Epoch  47 Batch    9/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  47 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch   11/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  47 Batch   12/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.013
Epoch  47 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  47 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  47 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.007
Epoch  47 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.013
Epoch  47 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.009
Epoch  47 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  47 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  47 Batch   20/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  47 Batch   21/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.010
Epoch  47 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.009
Epoch  47 Batch   23/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.015
Epoch  47 Batch   24/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.011
Epoch  47 Batch   25/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.010
Epoch  47 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.008
Epoch  47 Batch   27/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.009
Epoch  47 Batch   28/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.012
Epoch  47 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.009
Epoch  47 Batch   30/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.014
Epoch  47 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  47 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.005
Epoch  47 Batch   33/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.010
Epoch  47 Batch   34/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  47 Batch   35/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.014
Epoch  47 Batch   36/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  47 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.009
Epoch  47 Batch   38/269 - Train Accuracy:  0.964, Validation Accuracy:  0.956, Loss:  0.012
Epoch  47 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.008
Epoch  47 Batch   40/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.010
Epoch  47 Batch   41/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.010
Epoch  47 Batch   42/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  47 Batch   43/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  47 Batch   44/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  47 Batch   45/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  47 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  47 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  47 Batch   48/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  47 Batch   49/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch   50/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.012
Epoch  47 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  47 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  47 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.013
Epoch  47 Batch   55/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  47 Batch   56/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.012
Epoch  47 Batch   57/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  47 Batch   58/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  47 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  47 Batch   60/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.013
Epoch  47 Batch   61/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.011
Epoch  47 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  47 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  47 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  47 Batch   65/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  47 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  47 Batch   67/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  47 Batch   68/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.011
Epoch  47 Batch   69/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  47 Batch   70/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.012
Epoch  47 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  47 Batch   72/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  47 Batch   73/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  47 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  47 Batch   75/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch   76/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  47 Batch   77/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch   78/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  47 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.013
Epoch  47 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.010
Epoch  47 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  47 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.008
Epoch  47 Batch   83/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.014
Epoch  47 Batch   84/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.010
Epoch  47 Batch   85/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  47 Batch   86/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.007
Epoch  47 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.012
Epoch  47 Batch   88/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.008
Epoch  47 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  47 Batch   90/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  47 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  47 Batch   92/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.013
Epoch  47 Batch   93/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  47 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  47 Batch   95/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  47 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  47 Batch   97/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  47 Batch   98/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  47 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  47 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  47 Batch  101/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  47 Batch  102/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  47 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  47 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  47 Batch  105/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.009
Epoch  47 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  47 Batch  107/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  47 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  47 Batch  109/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.012
Epoch  47 Batch  110/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  47 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  47 Batch  112/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.010
Epoch  47 Batch  113/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.012
Epoch  47 Batch  114/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  47 Batch  115/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.009
Epoch  47 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.010
Epoch  47 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  47 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  47 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch  121/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  47 Batch  122/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  47 Batch  123/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.010
Epoch  47 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  47 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  47 Batch  126/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.012
Epoch  47 Batch  127/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  47 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  47 Batch  129/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.014
Epoch  47 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.013
Epoch  47 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.013
Epoch  47 Batch  132/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.011
Epoch  47 Batch  133/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  47 Batch  134/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.015
Epoch  47 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  47 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.971, Loss:  0.011
Epoch  47 Batch  137/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.011
Epoch  47 Batch  138/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  47 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  47 Batch  140/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  47 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.013
Epoch  47 Batch  142/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.014
Epoch  47 Batch  143/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.012
Epoch  47 Batch  144/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  47 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  47 Batch  146/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.009
Epoch  47 Batch  147/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  47 Batch  149/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.015
Epoch  47 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  47 Batch  151/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  47 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  47 Batch  155/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch  156/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  47 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  47 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  47 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  47 Batch  160/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  47 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  47 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  47 Batch  163/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  47 Batch  164/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  47 Batch  165/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  47 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch  167/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  47 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch  169/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch  170/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  47 Batch  171/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.010
Epoch  47 Batch  173/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch  174/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.008
Epoch  47 Batch  175/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.013
Epoch  47 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch  177/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  47 Batch  178/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  47 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  47 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  47 Batch  181/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.013
Epoch  47 Batch  182/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  47 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  47 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  47 Batch  185/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  47 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  47 Batch  187/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  47 Batch  188/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  47 Batch  189/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  47 Batch  190/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.012
Epoch  47 Batch  191/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  47 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  47 Batch  193/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  47 Batch  194/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  47 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch  196/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.013
Epoch  47 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  47 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  47 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch  200/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  47 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  47 Batch  202/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  47 Batch  203/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch  204/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  47 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  47 Batch  206/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  47 Batch  207/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  47 Batch  208/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  47 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch  210/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  47 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  47 Batch  212/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.011
Epoch  47 Batch  213/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  47 Batch  214/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  47 Batch  215/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.012
Epoch  47 Batch  216/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  47 Batch  217/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.011
Epoch  47 Batch  218/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  47 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.009
Epoch  47 Batch  220/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.011
Epoch  47 Batch  221/269 - Train Accuracy:  0.969, Validation Accuracy:  0.955, Loss:  0.011
Epoch  47 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.953, Loss:  0.010
Epoch  47 Batch  223/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.007
Epoch  47 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.012
Epoch  47 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.955, Loss:  0.012
Epoch  47 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.956, Loss:  0.010
Epoch  47 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.012
Epoch  47 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  47 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  47 Batch  231/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  47 Batch  232/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.012
Epoch  47 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  47 Batch  235/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  47 Batch  236/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.013
Epoch  47 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  47 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  47 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  47 Batch  240/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch  241/269 - Train Accuracy:  0.958, Validation Accuracy:  0.963, Loss:  0.013
Epoch  47 Batch  242/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  47 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  47 Batch  244/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  47 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch  246/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.012
Epoch  47 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  47 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  47 Batch  249/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.008
Epoch  47 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.013
Epoch  47 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  47 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  47 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  47 Batch  254/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  47 Batch  255/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  47 Batch  256/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch  257/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.014
Epoch  47 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  47 Batch  259/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  47 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  47 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  47 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  47 Batch  264/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.012
Epoch  47 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  47 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  47 Batch  267/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.009
Epoch  48 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  48 Batch    1/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.009
Epoch  48 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  48 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  48 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  48 Batch    5/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch    7/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.011
Epoch  48 Batch    8/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.013
Epoch  48 Batch    9/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  48 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  48 Batch   11/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  48 Batch   12/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.015
Epoch  48 Batch   13/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  48 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  48 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  48 Batch   16/269 - Train Accuracy:  0.957, Validation Accuracy:  0.963, Loss:  0.015
Epoch  48 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  48 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  48 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  48 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch   21/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  48 Batch   22/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  48 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  48 Batch   24/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.011
Epoch  48 Batch   25/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  48 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  48 Batch   27/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch   28/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.009
Epoch  48 Batch   29/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  48 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  48 Batch   31/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  48 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  48 Batch   33/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  48 Batch   34/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  48 Batch   35/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  48 Batch   36/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  48 Batch   37/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  48 Batch   38/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.009
Epoch  48 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  48 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.013
Epoch  48 Batch   41/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  48 Batch   42/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  48 Batch   43/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.010
Epoch  48 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  48 Batch   45/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  48 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  48 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  48 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  48 Batch   49/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  48 Batch   50/269 - Train Accuracy:  0.958, Validation Accuracy:  0.961, Loss:  0.013
Epoch  48 Batch   51/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  48 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  48 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  48 Batch   54/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.013
Epoch  48 Batch   55/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.012
Epoch  48 Batch   56/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.012
Epoch  48 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  48 Batch   58/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  48 Batch   59/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.008
Epoch  48 Batch   60/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  48 Batch   61/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.011
Epoch  48 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  48 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  48 Batch   64/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  48 Batch   65/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  48 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  48 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch   68/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  48 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  48 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  48 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  48 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  48 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  48 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  48 Batch   76/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  48 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  48 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.008
Epoch  48 Batch   80/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.008
Epoch  48 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  48 Batch   82/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.007
Epoch  48 Batch   83/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.013
Epoch  48 Batch   84/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.009
Epoch  48 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  48 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  48 Batch   87/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  48 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  48 Batch   90/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.011
Epoch  48 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  48 Batch   93/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  48 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  48 Batch   95/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  48 Batch   96/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  48 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  48 Batch   98/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  48 Batch   99/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  48 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  48 Batch  102/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  48 Batch  103/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  48 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch  105/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  48 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch  107/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  48 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  48 Batch  109/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.013
Epoch  48 Batch  110/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.008
Epoch  48 Batch  111/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  48 Batch  112/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  48 Batch  113/269 - Train Accuracy:  0.964, Validation Accuracy:  0.958, Loss:  0.011
Epoch  48 Batch  114/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  48 Batch  115/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  48 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  48 Batch  117/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  48 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  48 Batch  119/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.011
Epoch  48 Batch  120/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  48 Batch  122/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.013
Epoch  48 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  48 Batch  124/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  48 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  48 Batch  126/269 - Train Accuracy:  0.961, Validation Accuracy:  0.970, Loss:  0.011
Epoch  48 Batch  127/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.010
Epoch  48 Batch  128/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  48 Batch  129/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  48 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch  131/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  48 Batch  132/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch  133/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch  134/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.012
Epoch  48 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.012
Epoch  48 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.013
Epoch  48 Batch  137/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  48 Batch  138/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  48 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  48 Batch  140/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  48 Batch  141/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  48 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.013
Epoch  48 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  48 Batch  144/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  48 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  48 Batch  146/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  48 Batch  147/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  48 Batch  148/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  48 Batch  149/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  48 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch  151/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  48 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch  153/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  48 Batch  154/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  48 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  48 Batch  156/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.009
Epoch  48 Batch  157/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  48 Batch  158/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  48 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.013
Epoch  48 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  48 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  48 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  48 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  48 Batch  164/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  48 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  48 Batch  166/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch  167/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  48 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  48 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.009
Epoch  48 Batch  170/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  48 Batch  171/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  48 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.957, Loss:  0.015
Epoch  48 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.011
Epoch  48 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.009
Epoch  48 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.015
Epoch  48 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.013
Epoch  48 Batch  177/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  48 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  48 Batch  179/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.010
Epoch  48 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.956, Loss:  0.010
Epoch  48 Batch  181/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.016
Epoch  48 Batch  182/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.011
Epoch  48 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.007
Epoch  48 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch  185/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.012
Epoch  48 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.007
Epoch  48 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  48 Batch  188/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.010
Epoch  48 Batch  190/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  48 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.012
Epoch  48 Batch  192/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.007
Epoch  48 Batch  193/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.008
Epoch  48 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.010
Epoch  48 Batch  195/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.011
Epoch  48 Batch  196/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.011
Epoch  48 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.010
Epoch  48 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  48 Batch  199/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.013
Epoch  48 Batch  200/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.010
Epoch  48 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.010
Epoch  48 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.011
Epoch  48 Batch  203/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  48 Batch  204/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.013
Epoch  48 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  48 Batch  206/269 - Train Accuracy:  0.958, Validation Accuracy:  0.962, Loss:  0.014
Epoch  48 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  48 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.016
Epoch  48 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  48 Batch  210/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch  211/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  48 Batch  212/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  48 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  48 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  48 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  48 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.013
Epoch  48 Batch  217/269 - Train Accuracy:  0.958, Validation Accuracy:  0.960, Loss:  0.015
Epoch  48 Batch  218/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.013
Epoch  48 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.958, Loss:  0.009
Epoch  48 Batch  220/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.010
Epoch  48 Batch  221/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.010
Epoch  48 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  48 Batch  223/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  48 Batch  224/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.013
Epoch  48 Batch  225/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch  226/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  48 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  48 Batch  228/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  48 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  48 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  48 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  48 Batch  232/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  48 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.011
Epoch  48 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  48 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  48 Batch  236/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  48 Batch  237/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  48 Batch  238/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  48 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  48 Batch  240/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  48 Batch  241/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.012
Epoch  48 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  48 Batch  243/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  48 Batch  244/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  48 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  48 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.012
Epoch  48 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.014
Epoch  48 Batch  248/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  48 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  48 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.012
Epoch  48 Batch  251/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  48 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  48 Batch  253/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  48 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  48 Batch  255/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.009
Epoch  48 Batch  256/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.010
Epoch  48 Batch  257/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.014
Epoch  48 Batch  258/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.010
Epoch  48 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  48 Batch  260/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  48 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  48 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  48 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.013
Epoch  48 Batch  264/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.012
Epoch  48 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  48 Batch  266/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  48 Batch  267/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch    1/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  49 Batch    2/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  49 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  49 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.013
Epoch  49 Batch    5/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  49 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  49 Batch    7/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.010
Epoch  49 Batch    8/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.012
Epoch  49 Batch    9/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  49 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  49 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch   12/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.014
Epoch  49 Batch   13/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  49 Batch   14/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  49 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.013
Epoch  49 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  49 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  49 Batch   20/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  49 Batch   21/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.015
Epoch  49 Batch   22/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  49 Batch   23/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.013
Epoch  49 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  49 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  49 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  49 Batch   27/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  49 Batch   28/269 - Train Accuracy:  0.960, Validation Accuracy:  0.967, Loss:  0.010
Epoch  49 Batch   29/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  49 Batch   30/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  49 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  49 Batch   32/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  49 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  49 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.014
Epoch  49 Batch   36/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch   37/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  49 Batch   38/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.013
Epoch  49 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  49 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  49 Batch   41/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  49 Batch   42/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.013
Epoch  49 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  49 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.016
Epoch  49 Batch   45/269 - Train Accuracy:  0.961, Validation Accuracy:  0.958, Loss:  0.017
Epoch  49 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  49 Batch   47/269 - Train Accuracy:  0.981, Validation Accuracy:  0.958, Loss:  0.009
Epoch  49 Batch   48/269 - Train Accuracy:  0.966, Validation Accuracy:  0.955, Loss:  0.012
Epoch  49 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  49 Batch   50/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.017
Epoch  49 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  49 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  49 Batch   53/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.011
Epoch  49 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.013
Epoch  49 Batch   55/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.013
Epoch  49 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.013
Epoch  49 Batch   57/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  49 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  49 Batch   59/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.013
Epoch  49 Batch   60/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.014
Epoch  49 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  49 Batch   62/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.014
Epoch  49 Batch   63/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  49 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  49 Batch   65/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.016
Epoch  49 Batch   66/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.015
Epoch  49 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.013
Epoch  49 Batch   68/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  49 Batch   69/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.016
Epoch  49 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  49 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  49 Batch   72/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.013
Epoch  49 Batch   73/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch   74/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.015
Epoch  49 Batch   76/269 - Train Accuracy:  0.961, Validation Accuracy:  0.968, Loss:  0.010
Epoch  49 Batch   77/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  49 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch   79/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.014
Epoch  49 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  49 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  49 Batch   82/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  49 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  49 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  49 Batch   85/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.009
Epoch  49 Batch   86/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.013
Epoch  49 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  49 Batch   88/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  49 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  49 Batch   90/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  49 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  49 Batch   92/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  49 Batch   93/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  49 Batch   94/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.013
Epoch  49 Batch   95/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  49 Batch   96/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  49 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch   98/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.013
Epoch  49 Batch   99/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  49 Batch  100/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.013
Epoch  49 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  49 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch  104/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  49 Batch  106/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  49 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.009
Epoch  49 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  49 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  49 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  49 Batch  112/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.010
Epoch  49 Batch  113/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  49 Batch  114/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  49 Batch  115/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.010
Epoch  49 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.011
Epoch  49 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  49 Batch  118/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  49 Batch  119/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.015
Epoch  49 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  49 Batch  121/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  49 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  49 Batch  123/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.014
Epoch  49 Batch  124/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  49 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  49 Batch  126/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.010
Epoch  49 Batch  127/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  49 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  49 Batch  129/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  49 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.013
Epoch  49 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  49 Batch  132/269 - Train Accuracy:  0.959, Validation Accuracy:  0.963, Loss:  0.011
Epoch  49 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch  134/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  49 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  49 Batch  136/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.012
Epoch  49 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  49 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  49 Batch  139/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  49 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  49 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  49 Batch  143/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.012
Epoch  49 Batch  144/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  49 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  49 Batch  146/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  49 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  49 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  49 Batch  149/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  49 Batch  150/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  49 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.010
Epoch  49 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  49 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.010
Epoch  49 Batch  154/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.010
Epoch  49 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  49 Batch  156/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  49 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  49 Batch  158/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  49 Batch  159/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.011
Epoch  49 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  49 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  49 Batch  162/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  49 Batch  163/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.011
Epoch  49 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.015
Epoch  49 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  49 Batch  166/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  49 Batch  167/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  49 Batch  168/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.016
Epoch  49 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  49 Batch  170/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  49 Batch  171/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.011
Epoch  49 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  49 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  49 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  49 Batch  175/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.017
Epoch  49 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  49 Batch  177/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  49 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  49 Batch  180/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  49 Batch  181/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  49 Batch  182/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  49 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.957, Loss:  0.007
Epoch  49 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.012
Epoch  49 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.012
Epoch  49 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.954, Loss:  0.009
Epoch  49 Batch  187/269 - Train Accuracy:  0.969, Validation Accuracy:  0.954, Loss:  0.011
Epoch  49 Batch  188/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  49 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.009
Epoch  49 Batch  190/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.011
Epoch  49 Batch  191/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.009
Epoch  49 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  49 Batch  193/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.010
Epoch  49 Batch  194/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.009
Epoch  49 Batch  195/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.010
Epoch  49 Batch  196/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  49 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  49 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  49 Batch  199/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  49 Batch  200/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.010
Epoch  49 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.010
Epoch  49 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.010
Epoch  49 Batch  203/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  49 Batch  204/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.010
Epoch  49 Batch  205/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.012
Epoch  49 Batch  206/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.014
Epoch  49 Batch  207/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.012
Epoch  49 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.011
Epoch  49 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.010
Epoch  49 Batch  210/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.013
Epoch  49 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.013
Epoch  49 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.014
Epoch  49 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  49 Batch  214/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  49 Batch  215/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  49 Batch  216/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  49 Batch  217/269 - Train Accuracy:  0.958, Validation Accuracy:  0.958, Loss:  0.015
Epoch  49 Batch  218/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.009
Epoch  49 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.013
Epoch  49 Batch  220/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  49 Batch  221/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.012
Epoch  49 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  49 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.009
Epoch  49 Batch  224/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.015
Epoch  49 Batch  225/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  49 Batch  226/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  49 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  49 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  49 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  49 Batch  230/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  49 Batch  231/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  49 Batch  232/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.012
Epoch  49 Batch  233/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  49 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  49 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch  236/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  49 Batch  237/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  49 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.012
Epoch  49 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.013
Epoch  49 Batch  240/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch  241/269 - Train Accuracy:  0.959, Validation Accuracy:  0.964, Loss:  0.014
Epoch  49 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.017
Epoch  49 Batch  243/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  49 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  49 Batch  245/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  49 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  49 Batch  247/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.014
Epoch  49 Batch  248/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  49 Batch  249/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  49 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.012
Epoch  49 Batch  251/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.015
Epoch  49 Batch  252/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  49 Batch  253/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.013
Epoch  49 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  49 Batch  255/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  49 Batch  256/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.012
Epoch  49 Batch  257/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.015
Epoch  49 Batch  258/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  49 Batch  259/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  49 Batch  260/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  49 Batch  261/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  49 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  49 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  49 Batch  264/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.013
Epoch  49 Batch  265/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  49 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  49 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch    1/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch    2/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  50 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch    4/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.015
Epoch  50 Batch    5/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.010
Epoch  50 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  50 Batch    7/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  50 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch    9/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.012
Epoch  50 Batch   10/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  50 Batch   11/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch   12/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch   13/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  50 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  50 Batch   15/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  50 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.013
Epoch  50 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  50 Batch   18/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  50 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  50 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.014
Epoch  50 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  50 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.014
Epoch  50 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  50 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  50 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch   27/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.011
Epoch  50 Batch   28/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  50 Batch   30/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.014
Epoch  50 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  50 Batch   33/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  50 Batch   34/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  50 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch   36/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  50 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch   38/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.015
Epoch  50 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  50 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.013
Epoch  50 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  50 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.010
Epoch  50 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  50 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.015
Epoch  50 Batch   45/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.014
Epoch  50 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.952, Loss:  0.010
Epoch  50 Batch   47/269 - Train Accuracy:  0.975, Validation Accuracy:  0.954, Loss:  0.009
Epoch  50 Batch   48/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  50 Batch   49/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.010
Epoch  50 Batch   50/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.016
Epoch  50 Batch   51/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.012
Epoch  50 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  50 Batch   53/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.016
Epoch  50 Batch   54/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  50 Batch   55/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.013
Epoch  50 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.013
Epoch  50 Batch   57/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.014
Epoch  50 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  50 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  50 Batch   60/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.013
Epoch  50 Batch   61/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.011
Epoch  50 Batch   62/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  50 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  50 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  50 Batch   65/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  50 Batch   66/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  50 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  50 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  50 Batch   69/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  50 Batch   70/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  50 Batch   71/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.013
Epoch  50 Batch   72/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  50 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  50 Batch   74/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.013
Epoch  50 Batch   76/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.009
Epoch  50 Batch   77/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.011
Epoch  50 Batch   78/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  50 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  50 Batch   80/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  50 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  50 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.008
Epoch  50 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.014
Epoch  50 Batch   84/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  50 Batch   85/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  50 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  50 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  50 Batch   88/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  50 Batch   90/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.010
Epoch  50 Batch   91/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.010
Epoch  50 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  50 Batch   93/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  50 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  50 Batch   95/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.013
Epoch  50 Batch   96/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.013
Epoch  50 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.023
Epoch  50 Batch   98/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.014
Epoch  50 Batch   99/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  50 Batch  100/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.015
Epoch  50 Batch  101/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.019
Epoch  50 Batch  102/269 - Train Accuracy:  0.959, Validation Accuracy:  0.962, Loss:  0.013
Epoch  50 Batch  103/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.029
Epoch  50 Batch  104/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  50 Batch  105/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.022
Epoch  50 Batch  106/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.016
Epoch  50 Batch  107/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.011
Epoch  50 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  50 Batch  109/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.013
Epoch  50 Batch  110/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  50 Batch  111/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.015
Epoch  50 Batch  112/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  50 Batch  113/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.013
Epoch  50 Batch  114/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.016
Epoch  50 Batch  115/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  50 Batch  116/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  50 Batch  118/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  50 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  50 Batch  120/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  50 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  50 Batch  122/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.015
Epoch  50 Batch  123/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  50 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch  125/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch  126/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.012
Epoch  50 Batch  127/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  50 Batch  128/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  129/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  50 Batch  130/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.014
Epoch  50 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  50 Batch  132/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.013
Epoch  50 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  50 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.014
Epoch  50 Batch  137/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  50 Batch  138/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  50 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  50 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  50 Batch  143/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  144/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  145/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  50 Batch  146/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  147/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch  148/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  50 Batch  149/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.013
Epoch  50 Batch  150/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  50 Batch  151/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  50 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  50 Batch  153/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  50 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  50 Batch  155/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  50 Batch  156/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.011
Epoch  50 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  50 Batch  158/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  50 Batch  159/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.011
Epoch  50 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  50 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  50 Batch  162/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  50 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.013
Epoch  50 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  50 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  50 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  167/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  50 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  50 Batch  169/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  50 Batch  170/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  50 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  50 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.010
Epoch  50 Batch  173/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  50 Batch  174/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.012
Epoch  50 Batch  175/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.014
Epoch  50 Batch  176/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  50 Batch  177/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  50 Batch  178/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch  179/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  50 Batch  180/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  50 Batch  181/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch  182/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch  183/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  50 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.016
Epoch  50 Batch  185/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  50 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  50 Batch  187/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  50 Batch  188/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.013
Epoch  50 Batch  189/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  50 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  50 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.013
Epoch  50 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  50 Batch  193/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  50 Batch  194/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  50 Batch  195/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  50 Batch  196/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  50 Batch  197/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  50 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.009
Epoch  50 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.014
Epoch  50 Batch  200/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.007
Epoch  50 Batch  201/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  50 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  50 Batch  203/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  50 Batch  204/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  50 Batch  205/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  50 Batch  206/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.015
Epoch  50 Batch  207/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.014
Epoch  50 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.014
Epoch  50 Batch  209/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch  210/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  50 Batch  211/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  50 Batch  212/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.015
Epoch  50 Batch  213/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.011
Epoch  50 Batch  214/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.014
Epoch  50 Batch  215/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  50 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.015
Epoch  50 Batch  217/269 - Train Accuracy:  0.957, Validation Accuracy:  0.960, Loss:  0.017
Epoch  50 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.011
Epoch  50 Batch  219/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.011
Epoch  50 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  50 Batch  221/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.016
Epoch  50 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  50 Batch  223/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.014
Epoch  50 Batch  224/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  50 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  50 Batch  226/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  50 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  50 Batch  228/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  50 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  50 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  50 Batch  231/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  50 Batch  232/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  50 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.012
Epoch  50 Batch  234/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  50 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  50 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  50 Batch  237/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch  238/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  50 Batch  239/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.016
Epoch  50 Batch  240/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.012
Epoch  50 Batch  241/269 - Train Accuracy:  0.958, Validation Accuracy:  0.957, Loss:  0.011
Epoch  50 Batch  242/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.011
Epoch  50 Batch  243/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.013
Epoch  50 Batch  244/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  50 Batch  245/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.012
Epoch  50 Batch  246/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  50 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.015
Epoch  50 Batch  248/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.011
Epoch  50 Batch  249/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  50 Batch  250/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.012
Epoch  50 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.013
Epoch  50 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.956, Loss:  0.010
Epoch  50 Batch  253/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.013
Epoch  50 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.013
Epoch  50 Batch  255/269 - Train Accuracy:  0.972, Validation Accuracy:  0.953, Loss:  0.011
Epoch  50 Batch  256/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.011
Epoch  50 Batch  257/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.011
Epoch  50 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.010
Epoch  50 Batch  259/269 - Train Accuracy:  0.976, Validation Accuracy:  0.956, Loss:  0.010
Epoch  50 Batch  260/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  50 Batch  261/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.008
Epoch  50 Batch  262/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  50 Batch  263/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.013
Epoch  50 Batch  264/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.013
Epoch  50 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  50 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  50 Batch  267/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  51 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  51 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  51 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch    3/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  51 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  51 Batch    5/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch    6/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  51 Batch    7/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  51 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.012
Epoch  51 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  51 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  51 Batch   11/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.011
Epoch  51 Batch   12/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.013
Epoch  51 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.012
Epoch  51 Batch   14/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.015
Epoch  51 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  51 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.016
Epoch  51 Batch   17/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  51 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  51 Batch   19/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  51 Batch   20/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  51 Batch   21/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  51 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.012
Epoch  51 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.017
Epoch  51 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch   25/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.011
Epoch  51 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  51 Batch   27/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  51 Batch   28/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  51 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  51 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  51 Batch   31/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.011
Epoch  51 Batch   32/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.005
Epoch  51 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  51 Batch   34/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.014
Epoch  51 Batch   35/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  51 Batch   36/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  51 Batch   37/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  51 Batch   38/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  51 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  51 Batch   40/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  51 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  51 Batch   42/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch   43/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch   44/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.013
Epoch  51 Batch   45/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.015
Epoch  51 Batch   46/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  51 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  51 Batch   48/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  51 Batch   49/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  51 Batch   50/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.014
Epoch  51 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.013
Epoch  51 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  51 Batch   53/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  51 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  51 Batch   55/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  51 Batch   56/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  51 Batch   57/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.014
Epoch  51 Batch   58/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  51 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  51 Batch   60/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  51 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  51 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  51 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  51 Batch   65/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  51 Batch   66/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.011
Epoch  51 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch   68/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.012
Epoch  51 Batch   69/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.013
Epoch  51 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.957, Loss:  0.012
Epoch  51 Batch   71/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.012
Epoch  51 Batch   72/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  51 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.009
Epoch  51 Batch   74/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.011
Epoch  51 Batch   75/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.013
Epoch  51 Batch   76/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.014
Epoch  51 Batch   77/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.012
Epoch  51 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  51 Batch   79/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  51 Batch   80/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  51 Batch   83/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  51 Batch   84/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.009
Epoch  51 Batch   85/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  51 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.008
Epoch  51 Batch   87/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  51 Batch   88/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.014
Epoch  51 Batch   89/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  51 Batch   90/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  51 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  51 Batch   92/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.009
Epoch  51 Batch   93/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.010
Epoch  51 Batch   94/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  51 Batch   95/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  51 Batch   96/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  51 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  51 Batch   98/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  51 Batch   99/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  51 Batch  100/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  51 Batch  101/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.014
Epoch  51 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  51 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  51 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch  105/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  51 Batch  106/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  51 Batch  107/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.008
Epoch  51 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  51 Batch  109/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  51 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  51 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.009
Epoch  51 Batch  112/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.012
Epoch  51 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.009
Epoch  51 Batch  114/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.011
Epoch  51 Batch  115/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  51 Batch  116/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.009
Epoch  51 Batch  117/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.009
Epoch  51 Batch  118/269 - Train Accuracy:  0.980, Validation Accuracy:  0.958, Loss:  0.009
Epoch  51 Batch  119/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.013
Epoch  51 Batch  120/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.009
Epoch  51 Batch  121/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  51 Batch  122/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.011
Epoch  51 Batch  123/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch  125/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch  126/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch  127/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  51 Batch  128/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  51 Batch  129/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  51 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch  131/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  51 Batch  132/269 - Train Accuracy:  0.956, Validation Accuracy:  0.965, Loss:  0.013
Epoch  51 Batch  133/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  51 Batch  134/269 - Train Accuracy:  0.961, Validation Accuracy:  0.966, Loss:  0.012
Epoch  51 Batch  135/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  51 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.012
Epoch  51 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.014
Epoch  51 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  51 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.012
Epoch  51 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  51 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.012
Epoch  51 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.013
Epoch  51 Batch  143/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.013
Epoch  51 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.012
Epoch  51 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  51 Batch  146/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  51 Batch  147/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  51 Batch  148/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  51 Batch  149/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  51 Batch  150/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.014
Epoch  51 Batch  151/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  51 Batch  152/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  51 Batch  153/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch  154/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch  155/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  51 Batch  156/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  51 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  51 Batch  158/269 - Train Accuracy:  0.963, Validation Accuracy:  0.970, Loss:  0.012
Epoch  51 Batch  159/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.012
Epoch  51 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  51 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  51 Batch  162/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  51 Batch  163/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.010
Epoch  51 Batch  164/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.012
Epoch  51 Batch  165/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  51 Batch  166/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  51 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  51 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  51 Batch  169/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  51 Batch  170/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  51 Batch  171/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.013
Epoch  51 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  51 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.013
Epoch  51 Batch  174/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  51 Batch  175/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.016
Epoch  51 Batch  176/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  51 Batch  177/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  51 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.012
Epoch  51 Batch  179/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  51 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  51 Batch  181/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.017
Epoch  51 Batch  182/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  51 Batch  183/269 - Train Accuracy:  0.982, Validation Accuracy:  0.959, Loss:  0.007
Epoch  51 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  51 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.012
Epoch  51 Batch  186/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.009
Epoch  51 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.009
Epoch  51 Batch  188/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  51 Batch  189/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.012
Epoch  51 Batch  190/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.008
Epoch  51 Batch  191/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  51 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  51 Batch  193/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  51 Batch  194/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  51 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  51 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.013
Epoch  51 Batch  197/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.011
Epoch  51 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.016
Epoch  51 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.014
Epoch  51 Batch  200/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.016
Epoch  51 Batch  201/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.010
Epoch  51 Batch  202/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.013
Epoch  51 Batch  203/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.013
Epoch  51 Batch  204/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.014
Epoch  51 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  51 Batch  206/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.013
Epoch  51 Batch  207/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  51 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  51 Batch  209/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  51 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  51 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.013
Epoch  51 Batch  213/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  51 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch  215/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.014
Epoch  51 Batch  216/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.016
Epoch  51 Batch  217/269 - Train Accuracy:  0.956, Validation Accuracy:  0.960, Loss:  0.019
Epoch  51 Batch  218/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.015
Epoch  51 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  51 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  51 Batch  221/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  51 Batch  222/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.012
Epoch  51 Batch  223/269 - Train Accuracy:  0.970, Validation Accuracy:  0.954, Loss:  0.012
Epoch  51 Batch  224/269 - Train Accuracy:  0.963, Validation Accuracy:  0.955, Loss:  0.015
Epoch  51 Batch  225/269 - Train Accuracy:  0.967, Validation Accuracy:  0.952, Loss:  0.013
Epoch  51 Batch  226/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.012
Epoch  51 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.019
Epoch  51 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.019
Epoch  51 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.013
Epoch  51 Batch  230/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  51 Batch  231/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.015
Epoch  51 Batch  232/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.016
Epoch  51 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  51 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.013
Epoch  51 Batch  235/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.010
Epoch  51 Batch  236/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.014
Epoch  51 Batch  237/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  51 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  51 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.014
Epoch  51 Batch  240/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  51 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.014
Epoch  51 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.012
Epoch  51 Batch  243/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch  245/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.011
Epoch  51 Batch  246/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  51 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  51 Batch  248/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  51 Batch  249/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.015
Epoch  51 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  51 Batch  251/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch  252/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  51 Batch  253/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  51 Batch  254/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.016
Epoch  51 Batch  255/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  51 Batch  256/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  51 Batch  257/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.016
Epoch  51 Batch  258/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  51 Batch  260/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.013
Epoch  51 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.010
Epoch  51 Batch  262/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.017
Epoch  51 Batch  263/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.013
Epoch  51 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  51 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.011
Epoch  51 Batch  266/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  51 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.011
Epoch  52 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.956, Loss:  0.012
Epoch  52 Batch    1/269 - Train Accuracy:  0.965, Validation Accuracy:  0.954, Loss:  0.013
Epoch  52 Batch    2/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.011
Epoch  52 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.012
Epoch  52 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.015
Epoch  52 Batch    5/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  52 Batch    6/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  52 Batch    7/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.013
Epoch  52 Batch    8/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  52 Batch    9/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  52 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  52 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.013
Epoch  52 Batch   12/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  52 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.011
Epoch  52 Batch   14/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.009
Epoch  52 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  52 Batch   16/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.018
Epoch  52 Batch   17/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.010
Epoch  52 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  52 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  52 Batch   20/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch   21/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.013
Epoch  52 Batch   22/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  52 Batch   23/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.013
Epoch  52 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  52 Batch   25/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.015
Epoch  52 Batch   26/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.013
Epoch  52 Batch   27/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.012
Epoch  52 Batch   28/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.013
Epoch  52 Batch   29/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch   30/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.012
Epoch  52 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  52 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  52 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.013
Epoch  52 Batch   35/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  52 Batch   36/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  52 Batch   37/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.013
Epoch  52 Batch   38/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.014
Epoch  52 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  52 Batch   40/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch   41/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.012
Epoch  52 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  52 Batch   43/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  52 Batch   44/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  52 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.013
Epoch  52 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  52 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  52 Batch   48/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  52 Batch   49/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  52 Batch   50/269 - Train Accuracy:  0.961, Validation Accuracy:  0.968, Loss:  0.014
Epoch  52 Batch   51/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  52 Batch   52/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.008
Epoch  52 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.011
Epoch  52 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  52 Batch   55/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.013
Epoch  52 Batch   56/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.012
Epoch  52 Batch   57/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  52 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  52 Batch   59/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  52 Batch   60/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  52 Batch   61/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.013
Epoch  52 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  52 Batch   63/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.014
Epoch  52 Batch   64/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  52 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.010
Epoch  52 Batch   66/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  52 Batch   67/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  52 Batch   68/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  52 Batch   69/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.013
Epoch  52 Batch   70/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.015
Epoch  52 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.013
Epoch  52 Batch   72/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.013
Epoch  52 Batch   73/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.012
Epoch  52 Batch   74/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  52 Batch   75/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.013
Epoch  52 Batch   76/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.014
Epoch  52 Batch   77/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.012
Epoch  52 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.012
Epoch  52 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  52 Batch   80/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  52 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  52 Batch   82/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  52 Batch   83/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.018
Epoch  52 Batch   84/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.012
Epoch  52 Batch   85/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  52 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  52 Batch   88/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.011
Epoch  52 Batch   89/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  52 Batch   90/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  52 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.011
Epoch  52 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  52 Batch   94/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.014
Epoch  52 Batch   95/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  52 Batch   96/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch   97/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  52 Batch   98/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  52 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  52 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.014
Epoch  52 Batch  101/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.015
Epoch  52 Batch  102/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.008
Epoch  52 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  52 Batch  104/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  105/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  106/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  52 Batch  108/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  52 Batch  109/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  52 Batch  110/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  52 Batch  111/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.009
Epoch  52 Batch  112/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.010
Epoch  52 Batch  113/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch  114/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  52 Batch  115/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.013
Epoch  52 Batch  116/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  52 Batch  117/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  52 Batch  118/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  52 Batch  119/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.014
Epoch  52 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  52 Batch  121/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.010
Epoch  52 Batch  122/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  52 Batch  123/269 - Train Accuracy:  0.965, Validation Accuracy:  0.970, Loss:  0.011
Epoch  52 Batch  124/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.009
Epoch  52 Batch  125/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.008
Epoch  52 Batch  126/269 - Train Accuracy:  0.965, Validation Accuracy:  0.970, Loss:  0.012
Epoch  52 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  52 Batch  128/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.011
Epoch  52 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.010
Epoch  52 Batch  130/269 - Train Accuracy:  0.964, Validation Accuracy:  0.972, Loss:  0.017
Epoch  52 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.014
Epoch  52 Batch  132/269 - Train Accuracy:  0.962, Validation Accuracy:  0.970, Loss:  0.012
Epoch  52 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  52 Batch  134/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.014
Epoch  52 Batch  135/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  52 Batch  136/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.014
Epoch  52 Batch  137/269 - Train Accuracy:  0.962, Validation Accuracy:  0.969, Loss:  0.010
Epoch  52 Batch  138/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.010
Epoch  52 Batch  139/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.011
Epoch  52 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.012
Epoch  52 Batch  141/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.011
Epoch  52 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.013
Epoch  52 Batch  143/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  52 Batch  144/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.013
Epoch  52 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  52 Batch  146/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  52 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  52 Batch  148/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  52 Batch  149/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.012
Epoch  52 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  151/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  52 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  52 Batch  153/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  52 Batch  154/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  52 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch  156/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  52 Batch  158/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  52 Batch  159/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  52 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  52 Batch  161/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  52 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  52 Batch  163/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.012
Epoch  52 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  52 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  52 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  52 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  52 Batch  169/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  52 Batch  170/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  52 Batch  171/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  52 Batch  172/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.013
Epoch  52 Batch  173/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  52 Batch  174/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  52 Batch  175/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.014
Epoch  52 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  52 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  52 Batch  178/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.010
Epoch  52 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  52 Batch  180/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  52 Batch  181/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.013
Epoch  52 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.012
Epoch  52 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  52 Batch  184/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch  185/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch  186/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  52 Batch  187/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch  188/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  52 Batch  189/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  52 Batch  190/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  52 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  52 Batch  192/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  52 Batch  193/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  52 Batch  194/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  52 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  52 Batch  196/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  52 Batch  197/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  52 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  52 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.009
Epoch  52 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  52 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  52 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  52 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.007
Epoch  52 Batch  205/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  52 Batch  206/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.014
Epoch  52 Batch  208/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.012
Epoch  52 Batch  209/269 - Train Accuracy:  0.975, Validation Accuracy:  0.954, Loss:  0.009
Epoch  52 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.954, Loss:  0.010
Epoch  52 Batch  211/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.010
Epoch  52 Batch  212/269 - Train Accuracy:  0.968, Validation Accuracy:  0.955, Loss:  0.013
Epoch  52 Batch  213/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.010
Epoch  52 Batch  214/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.010
Epoch  52 Batch  215/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  52 Batch  216/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.014
Epoch  52 Batch  217/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.013
Epoch  52 Batch  218/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.008
Epoch  52 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.010
Epoch  52 Batch  220/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  52 Batch  221/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.012
Epoch  52 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  52 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  52 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.013
Epoch  52 Batch  225/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  52 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.009
Epoch  52 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  52 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.010
Epoch  52 Batch  229/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.009
Epoch  52 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.010
Epoch  52 Batch  231/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  52 Batch  232/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch  233/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  52 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  52 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.013
Epoch  52 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  52 Batch  239/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  240/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  52 Batch  241/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.015
Epoch  52 Batch  242/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  52 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.007
Epoch  52 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  52 Batch  245/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.010
Epoch  52 Batch  246/269 - Train Accuracy:  0.963, Validation Accuracy:  0.959, Loss:  0.012
Epoch  52 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch  248/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  52 Batch  249/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  52 Batch  250/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.013
Epoch  52 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  52 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  52 Batch  253/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.012
Epoch  52 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  52 Batch  255/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  52 Batch  256/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.009
Epoch  52 Batch  257/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.012
Epoch  52 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  52 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  52 Batch  260/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  52 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  52 Batch  262/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  52 Batch  263/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  52 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  52 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  52 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  52 Batch  267/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.011
Epoch  53 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.012
Epoch  53 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  53 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.014
Epoch  53 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  53 Batch    4/269 - Train Accuracy:  0.962, Validation Accuracy:  0.970, Loss:  0.013
Epoch  53 Batch    5/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  53 Batch    6/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  53 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  53 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.012
Epoch  53 Batch    9/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch   10/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch   11/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  53 Batch   12/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  53 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  53 Batch   14/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  53 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  53 Batch   16/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.016
Epoch  53 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.014
Epoch  53 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  53 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  53 Batch   20/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  53 Batch   21/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  53 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  53 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  53 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.013
Epoch  53 Batch   27/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  53 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch   30/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.014
Epoch  53 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch   32/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  53 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  53 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  53 Batch   35/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.018
Epoch  53 Batch   36/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch   37/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch   38/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.011
Epoch  53 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  53 Batch   40/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  53 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch   42/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  53 Batch   43/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  53 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  53 Batch   47/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  53 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  53 Batch   50/269 - Train Accuracy:  0.960, Validation Accuracy:  0.966, Loss:  0.012
Epoch  53 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  53 Batch   52/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch   53/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  53 Batch   54/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.013
Epoch  53 Batch   55/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch   56/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.014
Epoch  53 Batch   57/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.018
Epoch  53 Batch   58/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch   59/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.015
Epoch  53 Batch   60/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.014
Epoch  53 Batch   61/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.012
Epoch  53 Batch   62/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  53 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.014
Epoch  53 Batch   64/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  53 Batch   65/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  53 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  53 Batch   67/269 - Train Accuracy:  0.962, Validation Accuracy:  0.969, Loss:  0.011
Epoch  53 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.016
Epoch  53 Batch   69/269 - Train Accuracy:  0.953, Validation Accuracy:  0.960, Loss:  0.015
Epoch  53 Batch   70/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  53 Batch   71/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.014
Epoch  53 Batch   72/269 - Train Accuracy:  0.962, Validation Accuracy:  0.960, Loss:  0.014
Epoch  53 Batch   73/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  53 Batch   74/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch   75/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  53 Batch   76/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.014
Epoch  53 Batch   77/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch   79/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  53 Batch   82/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch   83/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.015
Epoch  53 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch   85/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.014
Epoch  53 Batch   86/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch   87/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.016
Epoch  53 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  53 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.010
Epoch  53 Batch   91/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  53 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  53 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  53 Batch   94/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.015
Epoch  53 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch   96/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch   98/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.013
Epoch  53 Batch   99/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch  100/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.011
Epoch  53 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.015
Epoch  53 Batch  102/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  53 Batch  103/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  53 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  53 Batch  105/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  53 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.011
Epoch  53 Batch  108/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch  109/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.010
Epoch  53 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  53 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch  112/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch  113/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.011
Epoch  53 Batch  114/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.011
Epoch  53 Batch  115/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  53 Batch  116/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  53 Batch  117/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch  118/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch  119/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  53 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  53 Batch  122/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch  123/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.011
Epoch  53 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  53 Batch  125/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  53 Batch  126/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  53 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  53 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  53 Batch  129/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.009
Epoch  53 Batch  130/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.012
Epoch  53 Batch  131/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  53 Batch  132/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch  134/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch  135/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  53 Batch  136/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch  137/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch  138/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  53 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  53 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.012
Epoch  53 Batch  141/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  53 Batch  142/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch  143/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch  144/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  53 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  53 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  53 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.011
Epoch  53 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  53 Batch  149/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.013
Epoch  53 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  53 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.012
Epoch  53 Batch  152/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch  153/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  53 Batch  154/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.009
Epoch  53 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  53 Batch  156/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  53 Batch  157/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  53 Batch  158/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  53 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  53 Batch  160/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.009
Epoch  53 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  53 Batch  162/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  53 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.011
Epoch  53 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  53 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  53 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch  167/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch  168/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  53 Batch  169/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  53 Batch  170/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  53 Batch  171/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  53 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.009
Epoch  53 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  53 Batch  174/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.014
Epoch  53 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  53 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch  179/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  53 Batch  180/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  53 Batch  181/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.012
Epoch  53 Batch  182/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.009
Epoch  53 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.006
Epoch  53 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.012
Epoch  53 Batch  185/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.008
Epoch  53 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  53 Batch  187/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.009
Epoch  53 Batch  188/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  53 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.007
Epoch  53 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  53 Batch  191/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch  193/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  53 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch  195/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.011
Epoch  53 Batch  196/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch  199/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  53 Batch  200/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  53 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  53 Batch  202/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  53 Batch  203/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  53 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch  206/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  53 Batch  207/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch  209/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  53 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  53 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  53 Batch  215/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  53 Batch  216/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.013
Epoch  53 Batch  217/269 - Train Accuracy:  0.960, Validation Accuracy:  0.968, Loss:  0.013
Epoch  53 Batch  218/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  53 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  53 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  53 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  53 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.010
Epoch  53 Batch  224/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.011
Epoch  53 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  53 Batch  226/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  53 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  53 Batch  228/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  53 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  53 Batch  231/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  53 Batch  232/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  53 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.010
Epoch  53 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  53 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.007
Epoch  53 Batch  236/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  53 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  53 Batch  238/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.013
Epoch  53 Batch  239/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  53 Batch  240/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  53 Batch  241/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.013
Epoch  53 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  53 Batch  243/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  53 Batch  244/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  53 Batch  246/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch  247/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch  248/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  53 Batch  249/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  53 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  53 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  53 Batch  252/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  53 Batch  253/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  53 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.013
Epoch  53 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  53 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  53 Batch  257/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.012
Epoch  53 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  53 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  53 Batch  260/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  53 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  53 Batch  262/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  53 Batch  263/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  53 Batch  264/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  53 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  53 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  53 Batch  267/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  54 Batch    0/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  54 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  54 Batch    2/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  54 Batch    4/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  54 Batch    5/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  54 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  54 Batch    7/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  54 Batch    8/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.014
Epoch  54 Batch    9/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  54 Batch   10/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.012
Epoch  54 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.012
Epoch  54 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.007
Epoch  54 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.010
Epoch  54 Batch   15/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.009
Epoch  54 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.011
Epoch  54 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.007
Epoch  54 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  54 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.007
Epoch  54 Batch   20/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.010
Epoch  54 Batch   21/269 - Train Accuracy:  0.958, Validation Accuracy:  0.971, Loss:  0.012
Epoch  54 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  54 Batch   23/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.015
Epoch  54 Batch   24/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.010
Epoch  54 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  54 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  54 Batch   27/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.014
Epoch  54 Batch   28/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.008
Epoch  54 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch   30/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  54 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.013
Epoch  54 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  54 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.011
Epoch  54 Batch   34/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch   35/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.014
Epoch  54 Batch   36/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  54 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  54 Batch   38/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  54 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  54 Batch   40/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch   41/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  54 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch   43/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  54 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  54 Batch   45/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.011
Epoch  54 Batch   46/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  54 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  54 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  54 Batch   49/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  54 Batch   50/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.012
Epoch  54 Batch   51/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.015
Epoch  54 Batch   52/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  54 Batch   53/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  54 Batch   54/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  54 Batch   55/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  54 Batch   56/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.013
Epoch  54 Batch   57/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  54 Batch   58/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  54 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.008
Epoch  54 Batch   60/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.015
Epoch  54 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  54 Batch   62/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  54 Batch   63/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch   64/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  54 Batch   65/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.011
Epoch  54 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  54 Batch   67/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  54 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  54 Batch   69/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.016
Epoch  54 Batch   70/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  54 Batch   71/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.015
Epoch  54 Batch   72/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.013
Epoch  54 Batch   73/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  54 Batch   74/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  54 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch   76/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  54 Batch   77/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  54 Batch   78/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  54 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  54 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  54 Batch   82/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  54 Batch   83/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  54 Batch   84/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.011
Epoch  54 Batch   85/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  54 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  54 Batch   87/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  54 Batch   88/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  54 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  54 Batch   90/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  54 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch   93/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.009
Epoch  54 Batch   94/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.015
Epoch  54 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  54 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch   98/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  54 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  101/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.013
Epoch  54 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  103/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.012
Epoch  54 Batch  107/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.008
Epoch  54 Batch  108/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch  109/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.010
Epoch  54 Batch  110/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  54 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  54 Batch  112/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  54 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  54 Batch  114/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.013
Epoch  54 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  54 Batch  116/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  54 Batch  117/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  54 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.011
Epoch  54 Batch  119/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  54 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.013
Epoch  54 Batch  121/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  54 Batch  122/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.013
Epoch  54 Batch  123/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.013
Epoch  54 Batch  124/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.014
Epoch  54 Batch  125/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  54 Batch  126/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.013
Epoch  54 Batch  128/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  129/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.012
Epoch  54 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.013
Epoch  54 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.010
Epoch  54 Batch  132/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.012
Epoch  54 Batch  133/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.009
Epoch  54 Batch  134/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.012
Epoch  54 Batch  136/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  54 Batch  137/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.010
Epoch  54 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.010
Epoch  54 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch  141/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.012
Epoch  54 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  143/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch  144/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  54 Batch  146/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.012
Epoch  54 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch  148/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  54 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  54 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.013
Epoch  54 Batch  151/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  54 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  54 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  54 Batch  154/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  54 Batch  156/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  54 Batch  157/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  54 Batch  158/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  54 Batch  159/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  54 Batch  160/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.014
Epoch  54 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  54 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  54 Batch  163/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.012
Epoch  54 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.014
Epoch  54 Batch  165/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  54 Batch  166/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  54 Batch  167/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  54 Batch  168/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.014
Epoch  54 Batch  169/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  54 Batch  170/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  54 Batch  171/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.013
Epoch  54 Batch  172/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  54 Batch  174/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.013
Epoch  54 Batch  176/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.011
Epoch  54 Batch  177/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  54 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  54 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  54 Batch  180/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  54 Batch  181/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  54 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  54 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  54 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  54 Batch  185/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.009
Epoch  54 Batch  186/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  54 Batch  187/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  54 Batch  188/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.013
Epoch  54 Batch  189/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  54 Batch  190/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  54 Batch  191/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  54 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  54 Batch  193/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.008
Epoch  54 Batch  194/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.011
Epoch  54 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.007
Epoch  54 Batch  196/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.013
Epoch  54 Batch  197/269 - Train Accuracy:  0.980, Validation Accuracy:  0.956, Loss:  0.007
Epoch  54 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  54 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  54 Batch  200/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.012
Epoch  54 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  54 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.014
Epoch  54 Batch  204/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  54 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  54 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  54 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  54 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  54 Batch  209/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.011
Epoch  54 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.012
Epoch  54 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.013
Epoch  54 Batch  212/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.015
Epoch  54 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  54 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  54 Batch  215/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  54 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.013
Epoch  54 Batch  217/269 - Train Accuracy:  0.957, Validation Accuracy:  0.957, Loss:  0.012
Epoch  54 Batch  218/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.009
Epoch  54 Batch  219/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.011
Epoch  54 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  54 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.014
Epoch  54 Batch  222/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  54 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  54 Batch  224/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.014
Epoch  54 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  54 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  54 Batch  228/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  54 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  54 Batch  230/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  54 Batch  231/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  54 Batch  232/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.010
Epoch  54 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  54 Batch  234/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.009
Epoch  54 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  54 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  54 Batch  237/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  54 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  54 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  241/269 - Train Accuracy:  0.956, Validation Accuracy:  0.967, Loss:  0.015
Epoch  54 Batch  242/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  54 Batch  243/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.014
Epoch  54 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  54 Batch  245/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  54 Batch  246/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.012
Epoch  54 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  54 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.009
Epoch  54 Batch  249/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  54 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.010
Epoch  54 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  54 Batch  252/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  54 Batch  253/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.010
Epoch  54 Batch  254/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.013
Epoch  54 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.012
Epoch  54 Batch  256/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  257/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.012
Epoch  54 Batch  258/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  54 Batch  259/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  54 Batch  260/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  54 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  54 Batch  262/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  54 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.011
Epoch  54 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.011
Epoch  54 Batch  265/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  54 Batch  266/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.010
Epoch  54 Batch  267/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  55 Batch    0/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  55 Batch    1/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.012
Epoch  55 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.014
Epoch  55 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  55 Batch    4/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  55 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  55 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.009
Epoch  55 Batch    7/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.011
Epoch  55 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.015
Epoch  55 Batch    9/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.015
Epoch  55 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  55 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.012
Epoch  55 Batch   12/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  55 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  55 Batch   14/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.009
Epoch  55 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  55 Batch   16/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  55 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  55 Batch   18/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.011
Epoch  55 Batch   19/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch   21/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.015
Epoch  55 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  55 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch   25/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  55 Batch   26/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.008
Epoch  55 Batch   27/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.016
Epoch  55 Batch   28/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  55 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch   30/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.014
Epoch  55 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  55 Batch   32/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  55 Batch   33/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  55 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  55 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.011
Epoch  55 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.012
Epoch  55 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.011
Epoch  55 Batch   38/269 - Train Accuracy:  0.965, Validation Accuracy:  0.973, Loss:  0.011
Epoch  55 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.009
Epoch  55 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  55 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  55 Batch   42/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  55 Batch   43/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  55 Batch   44/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  55 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  55 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  55 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch   48/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  55 Batch   50/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.014
Epoch  55 Batch   51/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.013
Epoch  55 Batch   52/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  55 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.012
Epoch  55 Batch   54/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  55 Batch   55/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  55 Batch   56/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.013
Epoch  55 Batch   57/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.015
Epoch  55 Batch   58/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  55 Batch   59/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  55 Batch   60/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  55 Batch   61/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  55 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  55 Batch   65/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  55 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  55 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  55 Batch   68/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  55 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  55 Batch   70/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  55 Batch   71/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.012
Epoch  55 Batch   72/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.012
Epoch  55 Batch   73/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.011
Epoch  55 Batch   74/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  55 Batch   75/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.013
Epoch  55 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  55 Batch   77/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  55 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  55 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.011
Epoch  55 Batch   81/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  55 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  55 Batch   83/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  55 Batch   84/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.008
Epoch  55 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch   86/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  55 Batch   87/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  55 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  55 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  55 Batch   90/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  55 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch   93/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.008
Epoch  55 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.013
Epoch  55 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  55 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  55 Batch   98/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  55 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  55 Batch  100/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  55 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  55 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  55 Batch  103/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  55 Batch  104/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  55 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  55 Batch  107/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  55 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  55 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  55 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  55 Batch  113/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.010
Epoch  55 Batch  114/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.013
Epoch  55 Batch  115/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.010
Epoch  55 Batch  116/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.008
Epoch  55 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  55 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.014
Epoch  55 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  55 Batch  120/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  55 Batch  121/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  55 Batch  122/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  55 Batch  123/269 - Train Accuracy:  0.965, Validation Accuracy:  0.959, Loss:  0.010
Epoch  55 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  55 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  55 Batch  126/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  55 Batch  127/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  55 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  55 Batch  129/269 - Train Accuracy:  0.963, Validation Accuracy:  0.971, Loss:  0.012
Epoch  55 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.011
Epoch  55 Batch  131/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch  132/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.012
Epoch  55 Batch  133/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch  134/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  55 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch  136/269 - Train Accuracy:  0.959, Validation Accuracy:  0.963, Loss:  0.014
Epoch  55 Batch  137/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  55 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  55 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  55 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  55 Batch  141/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  55 Batch  142/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.017
Epoch  55 Batch  143/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.012
Epoch  55 Batch  144/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  145/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  55 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  55 Batch  147/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  55 Batch  148/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  55 Batch  149/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  55 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  55 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  152/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  55 Batch  153/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.008
Epoch  55 Batch  154/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  55 Batch  155/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  55 Batch  156/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch  157/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  55 Batch  158/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  55 Batch  159/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  55 Batch  160/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  55 Batch  161/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  55 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  55 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.009
Epoch  55 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  55 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.012
Epoch  55 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.010
Epoch  55 Batch  167/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch  168/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch  169/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.009
Epoch  55 Batch  170/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  55 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  172/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  55 Batch  173/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.010
Epoch  55 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  55 Batch  175/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.014
Epoch  55 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  55 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  55 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  55 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  55 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  55 Batch  181/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  55 Batch  182/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  55 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  55 Batch  184/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.013
Epoch  55 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  186/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  55 Batch  187/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.014
Epoch  55 Batch  188/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  55 Batch  189/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.008
Epoch  55 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  55 Batch  191/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.010
Epoch  55 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  55 Batch  193/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch  194/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  55 Batch  195/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.009
Epoch  55 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  55 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  55 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  55 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  55 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.009
Epoch  55 Batch  201/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  55 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  55 Batch  203/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  55 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  55 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  55 Batch  207/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.009
Epoch  55 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  55 Batch  209/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  55 Batch  210/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  55 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  55 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  55 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  55 Batch  214/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  55 Batch  215/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.012
Epoch  55 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.013
Epoch  55 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch  218/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch  220/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  55 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  55 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  55 Batch  223/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  55 Batch  224/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch  225/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  55 Batch  226/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  55 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  55 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  55 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  55 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  55 Batch  231/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  55 Batch  232/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  55 Batch  233/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.007
Epoch  55 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  55 Batch  235/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.006
Epoch  55 Batch  236/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.010
Epoch  55 Batch  237/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  55 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.008
Epoch  55 Batch  239/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  55 Batch  240/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  55 Batch  241/269 - Train Accuracy:  0.959, Validation Accuracy:  0.969, Loss:  0.012
Epoch  55 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  55 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  55 Batch  244/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  55 Batch  245/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  55 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  55 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.011
Epoch  55 Batch  248/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  55 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  55 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  55 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  55 Batch  252/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  55 Batch  253/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.010
Epoch  55 Batch  254/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  55 Batch  255/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  55 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  55 Batch  257/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  55 Batch  258/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  55 Batch  259/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  55 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  55 Batch  261/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.007
Epoch  55 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  55 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.011
Epoch  55 Batch  264/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  55 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  55 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  55 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  56 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  56 Batch    1/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  56 Batch    2/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  56 Batch    3/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  56 Batch    4/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch    5/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  56 Batch    6/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch    7/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  56 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  56 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  56 Batch   10/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch   11/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  56 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  56 Batch   13/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  56 Batch   14/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  56 Batch   16/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.011
Epoch  56 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.007
Epoch  56 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch   19/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch   20/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch   21/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  56 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  56 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  56 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  56 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  56 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  56 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch   28/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  56 Batch   30/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  56 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  56 Batch   34/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch   35/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  56 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  56 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  56 Batch   38/269 - Train Accuracy:  0.967, Validation Accuracy:  0.972, Loss:  0.010
Epoch  56 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  56 Batch   40/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  56 Batch   41/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch   43/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.009
Epoch  56 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  56 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  56 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  56 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  56 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  56 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  56 Batch   50/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.011
Epoch  56 Batch   51/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.009
Epoch  56 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.008
Epoch  56 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  56 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  56 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch   57/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.014
Epoch  56 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  56 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  56 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  56 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  56 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.011
Epoch  56 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  56 Batch   65/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  56 Batch   66/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  56 Batch   68/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch   69/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  56 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  56 Batch   71/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.013
Epoch  56 Batch   72/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  56 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  56 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.009
Epoch  56 Batch   75/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.011
Epoch  56 Batch   76/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  56 Batch   77/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  56 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.008
Epoch  56 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.010
Epoch  56 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.007
Epoch  56 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  56 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  56 Batch   83/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.012
Epoch  56 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  56 Batch   85/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  56 Batch   86/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  56 Batch   87/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  56 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  56 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  56 Batch   90/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.008
Epoch  56 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  56 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  56 Batch   93/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  56 Batch   94/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  56 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch   97/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  56 Batch   98/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  56 Batch   99/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.008
Epoch  56 Batch  100/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  56 Batch  101/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  56 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.007
Epoch  56 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  56 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  56 Batch  105/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  56 Batch  107/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.007
Epoch  56 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch  109/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  56 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  56 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  56 Batch  112/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  56 Batch  113/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  56 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  56 Batch  115/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  56 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  56 Batch  117/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  56 Batch  118/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  56 Batch  119/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.011
Epoch  56 Batch  120/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  56 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  56 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.010
Epoch  56 Batch  124/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.010
Epoch  56 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.009
Epoch  56 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  56 Batch  127/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  56 Batch  128/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.007
Epoch  56 Batch  129/269 - Train Accuracy:  0.966, Validation Accuracy:  0.972, Loss:  0.011
Epoch  56 Batch  130/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.013
Epoch  56 Batch  131/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  56 Batch  132/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  56 Batch  133/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  56 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  56 Batch  136/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  56 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  56 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  56 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  56 Batch  143/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  56 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  56 Batch  145/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  56 Batch  146/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  56 Batch  147/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  56 Batch  148/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  56 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  56 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  56 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  56 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  56 Batch  153/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  56 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  56 Batch  156/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch  157/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  56 Batch  158/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  56 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  56 Batch  160/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  56 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch  163/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.010
Epoch  56 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  56 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  56 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  56 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.011
Epoch  56 Batch  168/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.015
Epoch  56 Batch  169/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  56 Batch  171/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  56 Batch  172/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  56 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch  174/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch  175/269 - Train Accuracy:  0.965, Validation Accuracy:  0.971, Loss:  0.014
Epoch  56 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  56 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  56 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  56 Batch  179/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.009
Epoch  56 Batch  180/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  56 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.013
Epoch  56 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  56 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  56 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch  186/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  56 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  56 Batch  188/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  56 Batch  189/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.008
Epoch  56 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  56 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  56 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  56 Batch  193/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  56 Batch  194/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  56 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  56 Batch  197/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.010
Epoch  56 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  56 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  56 Batch  200/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.008
Epoch  56 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  56 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  56 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  56 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  56 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch  206/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  56 Batch  207/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  56 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  56 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  56 Batch  210/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.013
Epoch  56 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  56 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  56 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.006
Epoch  56 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  56 Batch  215/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.010
Epoch  56 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.012
Epoch  56 Batch  217/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.014
Epoch  56 Batch  218/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.006
Epoch  56 Batch  219/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  56 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  56 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  56 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  56 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.007
Epoch  56 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.013
Epoch  56 Batch  225/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  56 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.009
Epoch  56 Batch  227/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  56 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.007
Epoch  56 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch  230/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  56 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  56 Batch  232/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  56 Batch  233/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.007
Epoch  56 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  56 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch  236/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  56 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.011
Epoch  56 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  56 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  56 Batch  240/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  56 Batch  241/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  56 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  56 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  56 Batch  244/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  56 Batch  245/269 - Train Accuracy:  0.961, Validation Accuracy:  0.966, Loss:  0.010
Epoch  56 Batch  246/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  56 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  56 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  56 Batch  250/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  56 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  56 Batch  252/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  56 Batch  253/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  56 Batch  254/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  56 Batch  255/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch  256/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.007
Epoch  56 Batch  257/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  56 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  56 Batch  259/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  56 Batch  260/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  56 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  56 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  56 Batch  264/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.009
Epoch  56 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  56 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  56 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  57 Batch    0/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  57 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  57 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  57 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  57 Batch    4/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch    5/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch    7/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch    8/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch    9/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.010
Epoch  57 Batch   11/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.012
Epoch  57 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  57 Batch   13/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.007
Epoch  57 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  57 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  57 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.960, Loss:  0.012
Epoch  57 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.010
Epoch  57 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  57 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  57 Batch   20/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  57 Batch   21/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  57 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  57 Batch   23/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.011
Epoch  57 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  57 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  57 Batch   26/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  57 Batch   27/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  57 Batch   28/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  57 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  57 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  57 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch   35/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.013
Epoch  57 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch   37/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.009
Epoch  57 Batch   38/269 - Train Accuracy:  0.965, Validation Accuracy:  0.970, Loss:  0.009
Epoch  57 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  57 Batch   40/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  57 Batch   41/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  57 Batch   42/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch   43/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  57 Batch   45/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.011
Epoch  57 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  57 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  57 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  57 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  57 Batch   50/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.012
Epoch  57 Batch   51/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  57 Batch   54/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch   55/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.013
Epoch  57 Batch   56/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.008
Epoch  57 Batch   57/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  57 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  57 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch   61/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.010
Epoch  57 Batch   63/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.011
Epoch  57 Batch   64/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.008
Epoch  57 Batch   65/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.008
Epoch  57 Batch   66/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.011
Epoch  57 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  57 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.011
Epoch  57 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  57 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  57 Batch   72/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.011
Epoch  57 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  57 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch   77/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  57 Batch   78/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  57 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.008
Epoch  57 Batch   80/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.009
Epoch  57 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.012
Epoch  57 Batch   82/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  57 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.012
Epoch  57 Batch   84/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  57 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.012
Epoch  57 Batch   86/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  57 Batch   87/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  57 Batch   88/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch   89/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  57 Batch   90/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  57 Batch   91/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  57 Batch   93/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  57 Batch   94/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  57 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch   98/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  57 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  57 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  101/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.015
Epoch  57 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  57 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  57 Batch  107/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  57 Batch  108/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  57 Batch  109/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.012
Epoch  57 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  57 Batch  111/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  57 Batch  112/269 - Train Accuracy:  0.964, Validation Accuracy:  0.971, Loss:  0.008
Epoch  57 Batch  113/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.011
Epoch  57 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  57 Batch  115/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  57 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  57 Batch  117/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  57 Batch  118/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  57 Batch  119/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.015
Epoch  57 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  57 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  122/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch  124/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  57 Batch  126/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.012
Epoch  57 Batch  127/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  57 Batch  128/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch  129/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  57 Batch  130/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  57 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch  132/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  134/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  57 Batch  136/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  57 Batch  137/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.010
Epoch  57 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.007
Epoch  57 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.008
Epoch  57 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.010
Epoch  57 Batch  141/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  57 Batch  142/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.012
Epoch  57 Batch  143/269 - Train Accuracy:  0.967, Validation Accuracy:  0.972, Loss:  0.009
Epoch  57 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.007
Epoch  57 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.007
Epoch  57 Batch  146/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.008
Epoch  57 Batch  147/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.008
Epoch  57 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.010
Epoch  57 Batch  149/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  57 Batch  150/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.012
Epoch  57 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  154/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch  156/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  57 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  57 Batch  158/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  159/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.010
Epoch  57 Batch  160/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  57 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  57 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.008
Epoch  57 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  57 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.010
Epoch  57 Batch  167/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  168/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  57 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  57 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  57 Batch  171/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.010
Epoch  57 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  57 Batch  173/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  57 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch  175/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  57 Batch  176/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  57 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch  178/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  57 Batch  179/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  57 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  57 Batch  182/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  57 Batch  183/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  57 Batch  184/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  57 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch  186/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  57 Batch  187/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  57 Batch  188/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch  189/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  57 Batch  190/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  57 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  57 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  57 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  57 Batch  195/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch  196/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  57 Batch  197/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.009
Epoch  57 Batch  198/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  57 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  57 Batch  200/269 - Train Accuracy:  0.985, Validation Accuracy:  0.961, Loss:  0.006
Epoch  57 Batch  201/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.010
Epoch  57 Batch  202/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  57 Batch  203/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  57 Batch  204/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  57 Batch  205/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  57 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  57 Batch  207/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  57 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  57 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  211/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  57 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  57 Batch  213/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  57 Batch  215/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.011
Epoch  57 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.014
Epoch  57 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.967, Loss:  0.013
Epoch  57 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  220/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  221/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  57 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  224/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  57 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  57 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  57 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  57 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  57 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  57 Batch  230/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  57 Batch  231/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.011
Epoch  57 Batch  232/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.010
Epoch  57 Batch  233/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.008
Epoch  57 Batch  234/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.009
Epoch  57 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.005
Epoch  57 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  57 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  57 Batch  240/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  57 Batch  241/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.011
Epoch  57 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  57 Batch  243/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  57 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  245/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.010
Epoch  57 Batch  246/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.011
Epoch  57 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  57 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch  250/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  57 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  57 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  253/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  57 Batch  254/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  57 Batch  255/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  57 Batch  256/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  57 Batch  257/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  57 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  57 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  57 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  57 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  57 Batch  262/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  263/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  57 Batch  264/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  265/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  57 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  57 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  58 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  58 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  58 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  58 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.007
Epoch  58 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.009
Epoch  58 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  58 Batch    6/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  58 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  58 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.009
Epoch  58 Batch    9/269 - Train Accuracy:  0.967, Validation Accuracy:  0.972, Loss:  0.010
Epoch  58 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.008
Epoch  58 Batch   11/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.010
Epoch  58 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.012
Epoch  58 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  58 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  58 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.006
Epoch  58 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.013
Epoch  58 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  58 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  58 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  58 Batch   20/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  58 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  58 Batch   22/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  58 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  58 Batch   24/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  58 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  58 Batch   26/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  58 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.009
Epoch  58 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  58 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  58 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  58 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  58 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  58 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  58 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  58 Batch   38/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.010
Epoch  58 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  58 Batch   40/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  58 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  58 Batch   42/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  58 Batch   43/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  58 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  58 Batch   46/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  58 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  58 Batch   48/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  58 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  58 Batch   51/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  58 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  58 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.009
Epoch  58 Batch   54/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  58 Batch   55/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  58 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.011
Epoch  58 Batch   57/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  58 Batch   58/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  58 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.005
Epoch  58 Batch   60/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.011
Epoch  58 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  58 Batch   63/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.011
Epoch  58 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.009
Epoch  58 Batch   65/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  58 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  58 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  58 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.009
Epoch  58 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.013
Epoch  58 Batch   70/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  58 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  58 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  58 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  58 Batch   74/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.007
Epoch  58 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.011
Epoch  58 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  58 Batch   77/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.008
Epoch  58 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  58 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  58 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  58 Batch   81/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  58 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  58 Batch   83/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.012
Epoch  58 Batch   84/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  58 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  58 Batch   86/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.007
Epoch  58 Batch   87/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  58 Batch   88/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.009
Epoch  58 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.009
Epoch  58 Batch   90/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  58 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.008
Epoch  58 Batch   92/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.006
Epoch  58 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  58 Batch   94/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  58 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  58 Batch   96/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  58 Batch   97/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  58 Batch   98/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch   99/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.007
Epoch  58 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  102/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  105/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  58 Batch  107/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  58 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  58 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  58 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  58 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  58 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  58 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  58 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.007
Epoch  58 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  58 Batch  118/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.008
Epoch  58 Batch  119/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  58 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  58 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  58 Batch  122/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  58 Batch  123/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  58 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  58 Batch  125/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  58 Batch  126/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  58 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  58 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  58 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  58 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  58 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  58 Batch  132/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  58 Batch  133/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  58 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  58 Batch  135/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  58 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  58 Batch  137/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  58 Batch  138/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  58 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  140/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  58 Batch  142/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  58 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  58 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  58 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  58 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  150/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  58 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.012
Epoch  58 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  58 Batch  153/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  58 Batch  154/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  58 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  58 Batch  156/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.010
Epoch  58 Batch  157/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.009
Epoch  58 Batch  158/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  159/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  58 Batch  160/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  58 Batch  162/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.008
Epoch  58 Batch  163/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.010
Epoch  58 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  58 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  58 Batch  166/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  58 Batch  167/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  168/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  169/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  58 Batch  171/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  58 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  58 Batch  173/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  58 Batch  174/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  58 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.013
Epoch  58 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  58 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  58 Batch  178/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  58 Batch  179/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  180/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  58 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  182/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  58 Batch  183/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  58 Batch  184/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  58 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  188/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  190/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  58 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  58 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  58 Batch  193/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  58 Batch  194/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  58 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  58 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  58 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  58 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  58 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  58 Batch  200/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  58 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.012
Epoch  58 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  58 Batch  204/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.011
Epoch  58 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  58 Batch  206/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  58 Batch  207/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.012
Epoch  58 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  58 Batch  209/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  58 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.014
Epoch  58 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  58 Batch  214/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  58 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  58 Batch  216/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.015
Epoch  58 Batch  217/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.014
Epoch  58 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  58 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  58 Batch  224/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  58 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  58 Batch  226/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  58 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  58 Batch  228/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  58 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.010
Epoch  58 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.009
Epoch  58 Batch  231/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.013
Epoch  58 Batch  232/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.014
Epoch  58 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.011
Epoch  58 Batch  234/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  58 Batch  235/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  58 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  58 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  239/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.016
Epoch  58 Batch  240/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.013
Epoch  58 Batch  241/269 - Train Accuracy:  0.957, Validation Accuracy:  0.963, Loss:  0.013
Epoch  58 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  58 Batch  243/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  58 Batch  244/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  58 Batch  245/269 - Train Accuracy:  0.962, Validation Accuracy:  0.959, Loss:  0.010
Epoch  58 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  247/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  58 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  249/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  58 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.012
Epoch  58 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  58 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  58 Batch  253/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  58 Batch  254/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  58 Batch  255/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  58 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  58 Batch  257/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  58 Batch  258/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  58 Batch  259/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  58 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  58 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.954, Loss:  0.007
Epoch  58 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.956, Loss:  0.008
Epoch  58 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.955, Loss:  0.011
Epoch  58 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.009
Epoch  58 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  58 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  58 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch    0/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  59 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  59 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch    4/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.013
Epoch  59 Batch    5/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  59 Batch    7/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  59 Batch    8/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  59 Batch   10/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  59 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.013
Epoch  59 Batch   12/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  59 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch   15/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  59 Batch   16/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.016
Epoch  59 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  59 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  59 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch   20/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  59 Batch   21/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  59 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  59 Batch   27/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  59 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  59 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  59 Batch   32/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.006
Epoch  59 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  59 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  59 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.013
Epoch  59 Batch   36/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  59 Batch   38/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.009
Epoch  59 Batch   39/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.006
Epoch  59 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  59 Batch   42/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  59 Batch   43/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.009
Epoch  59 Batch   44/269 - Train Accuracy:  0.972, Validation Accuracy:  0.974, Loss:  0.010
Epoch  59 Batch   45/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.011
Epoch  59 Batch   46/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  59 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.012
Epoch  59 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  59 Batch   50/269 - Train Accuracy:  0.961, Validation Accuracy:  0.968, Loss:  0.011
Epoch  59 Batch   51/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  59 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  59 Batch   53/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  59 Batch   54/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   55/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   56/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  59 Batch   57/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  59 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  59 Batch   59/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  59 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  59 Batch   61/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  59 Batch   65/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   66/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  59 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  59 Batch   70/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  59 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  59 Batch   72/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  59 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  59 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  59 Batch   75/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  59 Batch   77/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  59 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  59 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  59 Batch   80/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  59 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  59 Batch   83/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch   84/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  59 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch   86/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  59 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  59 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  59 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  59 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.009
Epoch  59 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  59 Batch   92/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch   93/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  59 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch   96/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  59 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  59 Batch   98/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  59 Batch  100/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  59 Batch  101/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.014
Epoch  59 Batch  102/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  59 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  59 Batch  104/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  59 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  59 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  59 Batch  107/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.011
Epoch  59 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  59 Batch  109/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  59 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  59 Batch  112/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  59 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  59 Batch  114/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  59 Batch  115/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch  116/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.009
Epoch  59 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  59 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.015
Epoch  59 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  59 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  59 Batch  121/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  59 Batch  122/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  59 Batch  123/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  59 Batch  124/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  59 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  59 Batch  126/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  59 Batch  127/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  59 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  59 Batch  129/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch  131/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.020
Epoch  59 Batch  132/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.011
Epoch  59 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch  134/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  59 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  59 Batch  136/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  59 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  59 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  59 Batch  139/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.012
Epoch  59 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.012
Epoch  59 Batch  142/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch  143/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.010
Epoch  59 Batch  144/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  59 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.011
Epoch  59 Batch  146/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.014
Epoch  59 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.012
Epoch  59 Batch  148/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  59 Batch  149/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  59 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.014
Epoch  59 Batch  151/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.012
Epoch  59 Batch  152/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  59 Batch  153/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.011
Epoch  59 Batch  154/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  59 Batch  155/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.013
Epoch  59 Batch  156/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  59 Batch  158/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.013
Epoch  59 Batch  159/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  59 Batch  160/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  59 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  59 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  59 Batch  163/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  59 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  59 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  59 Batch  166/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  59 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.013
Epoch  59 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  59 Batch  169/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  59 Batch  170/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch  171/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch  172/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  59 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  59 Batch  174/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.014
Epoch  59 Batch  175/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.017
Epoch  59 Batch  176/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  59 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  59 Batch  178/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  59 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  59 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  59 Batch  181/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  59 Batch  182/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  59 Batch  183/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.006
Epoch  59 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  59 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  59 Batch  187/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  59 Batch  188/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  59 Batch  190/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  59 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  59 Batch  193/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  59 Batch  194/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  59 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch  196/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  59 Batch  197/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  59 Batch  198/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.011
Epoch  59 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.008
Epoch  59 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.011
Epoch  59 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  59 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  59 Batch  203/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.014
Epoch  59 Batch  204/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch  205/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  59 Batch  206/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  59 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  59 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  59 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  59 Batch  210/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  59 Batch  211/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  59 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.009
Epoch  59 Batch  213/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  59 Batch  214/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  59 Batch  215/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  59 Batch  217/269 - Train Accuracy:  0.954, Validation Accuracy:  0.965, Loss:  0.013
Epoch  59 Batch  218/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.011
Epoch  59 Batch  220/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch  222/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch  223/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  59 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.013
Epoch  59 Batch  225/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  59 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.011
Epoch  59 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  59 Batch  228/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  59 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  59 Batch  230/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.010
Epoch  59 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.013
Epoch  59 Batch  232/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.008
Epoch  59 Batch  233/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.010
Epoch  59 Batch  234/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  59 Batch  235/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  59 Batch  236/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  59 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  59 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  59 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  59 Batch  240/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  59 Batch  241/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.016
Epoch  59 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  59 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  59 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  59 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  59 Batch  246/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.015
Epoch  59 Batch  247/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  59 Batch  248/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  59 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  59 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.012
Epoch  59 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  59 Batch  252/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  59 Batch  253/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch  254/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  59 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch  256/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  59 Batch  257/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  59 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  59 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  59 Batch  260/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  59 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  59 Batch  262/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  59 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  59 Batch  264/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  59 Batch  265/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  59 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  59 Batch  267/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  60 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  60 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  60 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  60 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  60 Batch    5/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  60 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  60 Batch    7/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.012
Epoch  60 Batch    8/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  60 Batch    9/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch   10/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  60 Batch   11/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  60 Batch   12/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  60 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  60 Batch   14/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch   16/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.013
Epoch  60 Batch   17/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  60 Batch   18/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.012
Epoch  60 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.010
Epoch  60 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  60 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  60 Batch   22/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  60 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.015
Epoch  60 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  60 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  60 Batch   26/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch   28/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch   29/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.010
Epoch  60 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.011
Epoch  60 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  60 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  60 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  60 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  60 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.012
Epoch  60 Batch   36/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  60 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.011
Epoch  60 Batch   38/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  60 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  60 Batch   40/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  60 Batch   41/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  60 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  60 Batch   43/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  60 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch   45/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.014
Epoch  60 Batch   46/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  60 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  60 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  60 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  60 Batch   50/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.015
Epoch  60 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch   52/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  60 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  60 Batch   54/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  60 Batch   55/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  60 Batch   56/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch   57/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.013
Epoch  60 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  60 Batch   60/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  60 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  60 Batch   62/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  60 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  60 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  60 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  60 Batch   66/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  60 Batch   67/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  60 Batch   68/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch   69/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.013
Epoch  60 Batch   70/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  60 Batch   71/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.013
Epoch  60 Batch   72/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.011
Epoch  60 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  60 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.011
Epoch  60 Batch   76/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  60 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.013
Epoch  60 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.013
Epoch  60 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch   81/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch   82/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  60 Batch   84/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  60 Batch   85/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.008
Epoch  60 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  60 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch   89/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.012
Epoch  60 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  60 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  60 Batch   93/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  60 Batch   94/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  60 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  60 Batch   96/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  60 Batch   97/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  60 Batch   98/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.010
Epoch  60 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  60 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.012
Epoch  60 Batch  101/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  60 Batch  102/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  60 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  60 Batch  104/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  60 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  60 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  60 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  60 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  60 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  60 Batch  110/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  60 Batch  111/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  60 Batch  112/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.012
Epoch  60 Batch  113/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.011
Epoch  60 Batch  114/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  60 Batch  115/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  60 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.012
Epoch  60 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  60 Batch  118/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.010
Epoch  60 Batch  119/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  60 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  60 Batch  121/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  60 Batch  122/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  60 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.011
Epoch  60 Batch  124/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  60 Batch  125/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.009
Epoch  60 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  60 Batch  127/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  128/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.011
Epoch  60 Batch  130/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.011
Epoch  60 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.013
Epoch  60 Batch  132/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  60 Batch  133/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  60 Batch  134/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch  135/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  60 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.013
Epoch  60 Batch  137/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  60 Batch  138/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  60 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  60 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  60 Batch  141/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch  142/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.012
Epoch  60 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  60 Batch  144/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  60 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  60 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.012
Epoch  60 Batch  148/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  60 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.013
Epoch  60 Batch  151/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.012
Epoch  60 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  60 Batch  154/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.013
Epoch  60 Batch  155/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.013
Epoch  60 Batch  156/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  60 Batch  157/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  60 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  159/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  60 Batch  160/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  60 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  60 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.011
Epoch  60 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  60 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  60 Batch  166/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  60 Batch  167/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.013
Epoch  60 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  60 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  171/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  173/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.014
Epoch  60 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  60 Batch  177/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch  178/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch  180/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  60 Batch  181/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  60 Batch  182/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  60 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.007
Epoch  60 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  60 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.012
Epoch  60 Batch  186/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  60 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.009
Epoch  60 Batch  188/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch  189/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  60 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  60 Batch  193/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  60 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch  195/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  60 Batch  196/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.011
Epoch  60 Batch  197/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  60 Batch  198/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.012
Epoch  60 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.013
Epoch  60 Batch  200/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.010
Epoch  60 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  60 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  60 Batch  203/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.015
Epoch  60 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  60 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  60 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  60 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  60 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.010
Epoch  60 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.012
Epoch  60 Batch  212/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.013
Epoch  60 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  60 Batch  214/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.009
Epoch  60 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.014
Epoch  60 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  60 Batch  217/269 - Train Accuracy:  0.960, Validation Accuracy:  0.959, Loss:  0.012
Epoch  60 Batch  218/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  60 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.009
Epoch  60 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch  221/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  60 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  60 Batch  223/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.011
Epoch  60 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.014
Epoch  60 Batch  225/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch  226/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.012
Epoch  60 Batch  227/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  60 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  60 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  60 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  60 Batch  231/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  60 Batch  232/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.009
Epoch  60 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.009
Epoch  60 Batch  234/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  60 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.008
Epoch  60 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  60 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  60 Batch  238/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  60 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.013
Epoch  60 Batch  240/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  60 Batch  241/269 - Train Accuracy:  0.958, Validation Accuracy:  0.964, Loss:  0.013
Epoch  60 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  60 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.008
Epoch  60 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  60 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  60 Batch  246/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.012
Epoch  60 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  60 Batch  248/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  60 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  60 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.012
Epoch  60 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  60 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  60 Batch  253/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  60 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  60 Batch  255/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  60 Batch  256/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.009
Epoch  60 Batch  257/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.013
Epoch  60 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  60 Batch  259/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  60 Batch  260/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  60 Batch  261/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  60 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  60 Batch  263/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  60 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  60 Batch  265/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  60 Batch  266/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  60 Batch  267/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  61 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.008
Epoch  61 Batch    1/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.007
Epoch  61 Batch    2/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.011
Epoch  61 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.009
Epoch  61 Batch    4/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.010
Epoch  61 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.011
Epoch  61 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  61 Batch    7/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  61 Batch    8/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.008
Epoch  61 Batch    9/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  61 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.013
Epoch  61 Batch   12/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  61 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  61 Batch   14/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  61 Batch   16/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.015
Epoch  61 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  61 Batch   18/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  61 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch   21/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  61 Batch   23/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.013
Epoch  61 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  61 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  61 Batch   26/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  61 Batch   27/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  61 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  61 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.009
Epoch  61 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  61 Batch   31/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  61 Batch   32/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  61 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  61 Batch   34/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.008
Epoch  61 Batch   35/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.011
Epoch  61 Batch   36/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.011
Epoch  61 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.011
Epoch  61 Batch   38/269 - Train Accuracy:  0.968, Validation Accuracy:  0.973, Loss:  0.012
Epoch  61 Batch   39/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.008
Epoch  61 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.012
Epoch  61 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.011
Epoch  61 Batch   42/269 - Train Accuracy:  0.972, Validation Accuracy:  0.974, Loss:  0.010
Epoch  61 Batch   43/269 - Train Accuracy:  0.969, Validation Accuracy:  0.973, Loss:  0.011
Epoch  61 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  61 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.013
Epoch  61 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  61 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.012
Epoch  61 Batch   48/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch   49/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  61 Batch   50/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.010
Epoch  61 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  61 Batch   52/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  61 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.010
Epoch  61 Batch   54/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  61 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  61 Batch   56/269 - Train Accuracy:  0.961, Validation Accuracy:  0.969, Loss:  0.013
Epoch  61 Batch   57/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.014
Epoch  61 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  61 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  61 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  61 Batch   62/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.013
Epoch  61 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  61 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch   65/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  61 Batch   66/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  61 Batch   67/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  61 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  61 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  61 Batch   70/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  61 Batch   71/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  61 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  61 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  61 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  61 Batch   75/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.012
Epoch  61 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  61 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch   78/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  61 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  61 Batch   80/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.009
Epoch  61 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  61 Batch   82/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.006
Epoch  61 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.013
Epoch  61 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch   85/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  61 Batch   86/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch   87/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  61 Batch   88/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  61 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.012
Epoch  61 Batch   90/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.012
Epoch  61 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  61 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  61 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  61 Batch   94/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  61 Batch   95/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.012
Epoch  61 Batch   96/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch   98/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  61 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  61 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.012
Epoch  61 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  61 Batch  102/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  61 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  61 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  61 Batch  105/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  61 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  61 Batch  107/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  61 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  61 Batch  109/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.011
Epoch  61 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  61 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch  112/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch  113/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  61 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  61 Batch  115/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.011
Epoch  61 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  61 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.009
Epoch  61 Batch  118/269 - Train Accuracy:  0.980, Validation Accuracy:  0.958, Loss:  0.008
Epoch  61 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  61 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.009
Epoch  61 Batch  121/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.008
Epoch  61 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.013
Epoch  61 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.010
Epoch  61 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  61 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  61 Batch  126/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  61 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  61 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  61 Batch  129/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.010
Epoch  61 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.012
Epoch  61 Batch  131/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.019
Epoch  61 Batch  132/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  61 Batch  133/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  134/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.008
Epoch  61 Batch  135/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.006
Epoch  61 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.011
Epoch  61 Batch  137/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  61 Batch  138/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  61 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  61 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  61 Batch  143/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  61 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  61 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.007
Epoch  61 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  61 Batch  147/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  61 Batch  148/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  61 Batch  151/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  61 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  61 Batch  153/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  61 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  61 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  61 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  61 Batch  158/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  61 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  61 Batch  160/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.006
Epoch  61 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  61 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  61 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.013
Epoch  61 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.006
Epoch  61 Batch  166/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  61 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  61 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  61 Batch  169/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.009
Epoch  61 Batch  170/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.013
Epoch  61 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.011
Epoch  61 Batch  172/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  61 Batch  173/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  61 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  61 Batch  175/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.012
Epoch  61 Batch  176/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  61 Batch  178/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  61 Batch  179/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  61 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  61 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch  182/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  61 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  61 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.009
Epoch  61 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  61 Batch  187/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  61 Batch  188/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  61 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.007
Epoch  61 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch  191/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  61 Batch  192/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  61 Batch  193/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  61 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  61 Batch  196/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  61 Batch  197/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  61 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  61 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  61 Batch  200/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  61 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  61 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  61 Batch  203/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  61 Batch  204/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  61 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  61 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  61 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  61 Batch  209/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  61 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  61 Batch  212/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  61 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  61 Batch  214/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  61 Batch  215/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.013
Epoch  61 Batch  216/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.017
Epoch  61 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.020
Epoch  61 Batch  218/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.011
Epoch  61 Batch  219/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.011
Epoch  61 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.015
Epoch  61 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.012
Epoch  61 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.009
Epoch  61 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.009
Epoch  61 Batch  224/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.014
Epoch  61 Batch  225/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  61 Batch  226/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.008
Epoch  61 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.012
Epoch  61 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  61 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  61 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.013
Epoch  61 Batch  231/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.013
Epoch  61 Batch  232/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  61 Batch  233/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  61 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  61 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  61 Batch  236/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  61 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  61 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  61 Batch  240/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  61 Batch  241/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.014
Epoch  61 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  61 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.011
Epoch  61 Batch  244/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.011
Epoch  61 Batch  245/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.013
Epoch  61 Batch  246/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.013
Epoch  61 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.015
Epoch  61 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.013
Epoch  61 Batch  249/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  61 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  252/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  61 Batch  253/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  61 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.014
Epoch  61 Batch  255/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  61 Batch  256/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.012
Epoch  61 Batch  257/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.014
Epoch  61 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  61 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.014
Epoch  61 Batch  260/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.014
Epoch  61 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  61 Batch  262/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  61 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  61 Batch  264/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  61 Batch  265/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  61 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  61 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  62 Batch    0/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  62 Batch    1/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.011
Epoch  62 Batch    2/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.012
Epoch  62 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.012
Epoch  62 Batch    4/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.012
Epoch  62 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  62 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  62 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  62 Batch    8/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.015
Epoch  62 Batch    9/269 - Train Accuracy:  0.963, Validation Accuracy:  0.970, Loss:  0.014
Epoch  62 Batch   10/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.013
Epoch  62 Batch   11/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.011
Epoch  62 Batch   12/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.012
Epoch  62 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.007
Epoch  62 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  62 Batch   15/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  62 Batch   16/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.016
Epoch  62 Batch   17/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  62 Batch   18/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.011
Epoch  62 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.011
Epoch  62 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch   21/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.016
Epoch  62 Batch   22/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  62 Batch   23/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.018
Epoch  62 Batch   24/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.014
Epoch  62 Batch   25/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  62 Batch   26/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  62 Batch   27/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch   28/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.016
Epoch  62 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.012
Epoch  62 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.015
Epoch  62 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  62 Batch   32/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  62 Batch   33/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  62 Batch   34/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  62 Batch   35/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.018
Epoch  62 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  62 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.011
Epoch  62 Batch   38/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.015
Epoch  62 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  62 Batch   40/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.013
Epoch  62 Batch   41/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.012
Epoch  62 Batch   42/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  62 Batch   43/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.011
Epoch  62 Batch   44/269 - Train Accuracy:  0.976, Validation Accuracy:  0.955, Loss:  0.012
Epoch  62 Batch   45/269 - Train Accuracy:  0.966, Validation Accuracy:  0.954, Loss:  0.012
Epoch  62 Batch   46/269 - Train Accuracy:  0.971, Validation Accuracy:  0.953, Loss:  0.011
Epoch  62 Batch   47/269 - Train Accuracy:  0.978, Validation Accuracy:  0.955, Loss:  0.010
Epoch  62 Batch   48/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.014
Epoch  62 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  62 Batch   50/269 - Train Accuracy:  0.963, Validation Accuracy:  0.968, Loss:  0.013
Epoch  62 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.014
Epoch  62 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  62 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.013
Epoch  62 Batch   54/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  62 Batch   55/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch   56/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.014
Epoch  62 Batch   57/269 - Train Accuracy:  0.964, Validation Accuracy:  0.962, Loss:  0.014
Epoch  62 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.013
Epoch  62 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.012
Epoch  62 Batch   60/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.012
Epoch  62 Batch   61/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  62 Batch   62/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.014
Epoch  62 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.016
Epoch  62 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  62 Batch   65/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  62 Batch   66/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  62 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.010
Epoch  62 Batch   68/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  62 Batch   69/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  62 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  62 Batch   71/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.013
Epoch  62 Batch   72/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.014
Epoch  62 Batch   73/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  62 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.008
Epoch  62 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  62 Batch   76/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  62 Batch   77/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  62 Batch   78/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  62 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  62 Batch   80/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.012
Epoch  62 Batch   81/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  62 Batch   82/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  62 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.014
Epoch  62 Batch   84/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.016
Epoch  62 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.012
Epoch  62 Batch   86/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  62 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch   88/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.011
Epoch  62 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  62 Batch   90/269 - Train Accuracy:  0.967, Validation Accuracy:  0.955, Loss:  0.011
Epoch  62 Batch   91/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.011
Epoch  62 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.010
Epoch  62 Batch   93/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.009
Epoch  62 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.013
Epoch  62 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  62 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  62 Batch   97/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  62 Batch   98/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  62 Batch   99/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  62 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  62 Batch  101/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  62 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  62 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  62 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  62 Batch  105/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.011
Epoch  62 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  62 Batch  107/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  62 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  62 Batch  109/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.013
Epoch  62 Batch  110/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.009
Epoch  62 Batch  111/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.010
Epoch  62 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  62 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  62 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  62 Batch  115/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  62 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  62 Batch  118/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.009
Epoch  62 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  62 Batch  120/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.014
Epoch  62 Batch  121/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  62 Batch  122/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  62 Batch  123/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.013
Epoch  62 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  62 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  62 Batch  126/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  62 Batch  127/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  62 Batch  128/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  62 Batch  129/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.016
Epoch  62 Batch  130/269 - Train Accuracy:  0.963, Validation Accuracy:  0.968, Loss:  0.013
Epoch  62 Batch  131/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.012
Epoch  62 Batch  132/269 - Train Accuracy:  0.954, Validation Accuracy:  0.971, Loss:  0.014
Epoch  62 Batch  133/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.010
Epoch  62 Batch  134/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.011
Epoch  62 Batch  135/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.009
Epoch  62 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  62 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  62 Batch  138/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch  139/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  62 Batch  141/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.015
Epoch  62 Batch  142/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.017
Epoch  62 Batch  143/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  62 Batch  144/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  62 Batch  145/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  62 Batch  146/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.009
Epoch  62 Batch  147/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  62 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.009
Epoch  62 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.012
Epoch  62 Batch  150/269 - Train Accuracy:  0.967, Validation Accuracy:  0.956, Loss:  0.014
Epoch  62 Batch  151/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.010
Epoch  62 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.011
Epoch  62 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.008
Epoch  62 Batch  154/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.013
Epoch  62 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.956, Loss:  0.013
Epoch  62 Batch  156/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.013
Epoch  62 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.010
Epoch  62 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.011
Epoch  62 Batch  159/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  62 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  62 Batch  161/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  62 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  62 Batch  163/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.009
Epoch  62 Batch  164/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  62 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  62 Batch  166/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  62 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  62 Batch  168/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.012
Epoch  62 Batch  169/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  62 Batch  170/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  62 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  62 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  62 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  62 Batch  174/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  62 Batch  175/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.014
Epoch  62 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  62 Batch  179/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  62 Batch  180/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  62 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  62 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  62 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  62 Batch  188/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  62 Batch  189/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.010
Epoch  62 Batch  190/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch  191/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  62 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  62 Batch  193/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  62 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  62 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  62 Batch  196/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.016
Epoch  62 Batch  197/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  62 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  62 Batch  199/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.010
Epoch  62 Batch  200/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.009
Epoch  62 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  62 Batch  202/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  62 Batch  203/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  62 Batch  204/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  62 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  62 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  62 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  62 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.008
Epoch  62 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  62 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.010
Epoch  62 Batch  211/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  62 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.013
Epoch  62 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  62 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  62 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  62 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  62 Batch  217/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.012
Epoch  62 Batch  218/269 - Train Accuracy:  0.981, Validation Accuracy:  0.956, Loss:  0.007
Epoch  62 Batch  219/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.012
Epoch  62 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.010
Epoch  62 Batch  221/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.009
Epoch  62 Batch  222/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.009
Epoch  62 Batch  223/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.008
Epoch  62 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.014
Epoch  62 Batch  225/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  62 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.957, Loss:  0.013
Epoch  62 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.013
Epoch  62 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  62 Batch  229/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  62 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.014
Epoch  62 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  62 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  62 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  62 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  62 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  62 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  62 Batch  238/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  62 Batch  239/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  62 Batch  240/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  62 Batch  241/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.015
Epoch  62 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  62 Batch  243/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.009
Epoch  62 Batch  244/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  62 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  62 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.013
Epoch  62 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  62 Batch  249/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  62 Batch  250/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  62 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  62 Batch  252/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  62 Batch  253/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.014
Epoch  62 Batch  254/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  62 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  62 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  62 Batch  257/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.011
Epoch  62 Batch  258/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  62 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  62 Batch  260/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  62 Batch  261/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  62 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.013
Epoch  62 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  62 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  62 Batch  265/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  62 Batch  266/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  62 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  63 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.012
Epoch  63 Batch    3/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  63 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  63 Batch    5/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  63 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  63 Batch    7/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  63 Batch    8/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  63 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch   11/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  63 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.014
Epoch  63 Batch   13/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.012
Epoch  63 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  63 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  63 Batch   16/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.014
Epoch  63 Batch   17/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  63 Batch   18/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.013
Epoch  63 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  63 Batch   20/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  63 Batch   23/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.013
Epoch  63 Batch   24/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  63 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  63 Batch   26/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  63 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  63 Batch   28/269 - Train Accuracy:  0.960, Validation Accuracy:  0.965, Loss:  0.011
Epoch  63 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.013
Epoch  63 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  63 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  63 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  63 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.012
Epoch  63 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  63 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.018
Epoch  63 Batch   36/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.015
Epoch  63 Batch   37/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.012
Epoch  63 Batch   38/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.015
Epoch  63 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch   40/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  63 Batch   41/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  63 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.013
Epoch  63 Batch   43/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  63 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.013
Epoch  63 Batch   45/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.013
Epoch  63 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  63 Batch   47/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.008
Epoch  63 Batch   48/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  63 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  63 Batch   50/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.012
Epoch  63 Batch   51/269 - Train Accuracy:  0.961, Validation Accuracy:  0.966, Loss:  0.012
Epoch  63 Batch   52/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  63 Batch   53/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  63 Batch   54/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  63 Batch   55/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.014
Epoch  63 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.014
Epoch  63 Batch   57/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.013
Epoch  63 Batch   58/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  63 Batch   59/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  63 Batch   60/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  63 Batch   61/269 - Train Accuracy:  0.958, Validation Accuracy:  0.960, Loss:  0.015
Epoch  63 Batch   62/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.016
Epoch  63 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.016
Epoch  63 Batch   64/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  63 Batch   65/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  63 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  63 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.015
Epoch  63 Batch   68/269 - Train Accuracy:  0.963, Validation Accuracy:  0.956, Loss:  0.016
Epoch  63 Batch   69/269 - Train Accuracy:  0.965, Validation Accuracy:  0.957, Loss:  0.015
Epoch  63 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.011
Epoch  63 Batch   71/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.019
Epoch  63 Batch   72/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.013
Epoch  63 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  63 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.013
Epoch  63 Batch   75/269 - Train Accuracy:  0.967, Validation Accuracy:  0.957, Loss:  0.013
Epoch  63 Batch   76/269 - Train Accuracy:  0.965, Validation Accuracy:  0.958, Loss:  0.012
Epoch  63 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  63 Batch   78/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  63 Batch   79/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch   80/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  63 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.014
Epoch  63 Batch   82/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.009
Epoch  63 Batch   83/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.013
Epoch  63 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  63 Batch   85/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  63 Batch   86/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.010
Epoch  63 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  63 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.012
Epoch  63 Batch   89/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  63 Batch   90/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  63 Batch   91/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  63 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  63 Batch   93/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.015
Epoch  63 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  63 Batch   96/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch   97/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  63 Batch   98/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  63 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  63 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  63 Batch  101/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  63 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  63 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch  104/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  63 Batch  105/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.009
Epoch  63 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.010
Epoch  63 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.007
Epoch  63 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  63 Batch  109/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  63 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.009
Epoch  63 Batch  112/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  63 Batch  113/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.012
Epoch  63 Batch  114/269 - Train Accuracy:  0.974, Validation Accuracy:  0.958, Loss:  0.010
Epoch  63 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.012
Epoch  63 Batch  116/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  63 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.011
Epoch  63 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  63 Batch  119/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  63 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  63 Batch  122/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.012
Epoch  63 Batch  123/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  63 Batch  124/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  63 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.007
Epoch  63 Batch  126/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.008
Epoch  63 Batch  127/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.007
Epoch  63 Batch  128/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.011
Epoch  63 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.011
Epoch  63 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  63 Batch  131/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  63 Batch  132/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.014
Epoch  63 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  63 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  63 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  63 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  63 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  63 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  63 Batch  140/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  63 Batch  141/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  63 Batch  142/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.012
Epoch  63 Batch  143/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  63 Batch  144/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  63 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  63 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  63 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.012
Epoch  63 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  63 Batch  149/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.013
Epoch  63 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  63 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  63 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  63 Batch  153/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  63 Batch  155/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch  156/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  63 Batch  158/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  63 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  63 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.013
Epoch  63 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  63 Batch  162/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  63 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  63 Batch  164/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  63 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  63 Batch  166/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  63 Batch  167/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  63 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  63 Batch  170/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  63 Batch  171/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  63 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.009
Epoch  63 Batch  173/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  63 Batch  174/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  63 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.013
Epoch  63 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  63 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  63 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  63 Batch  179/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  63 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  63 Batch  181/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  63 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  63 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.011
Epoch  63 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch  186/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch  187/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  63 Batch  188/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  63 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  63 Batch  190/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  63 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  63 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  63 Batch  193/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  63 Batch  194/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  63 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  63 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  63 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  63 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  63 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  63 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.009
Epoch  63 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.011
Epoch  63 Batch  202/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  63 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  63 Batch  204/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  63 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  63 Batch  206/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  63 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  63 Batch  208/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.014
Epoch  63 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch  210/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  63 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.015
Epoch  63 Batch  212/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  63 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  63 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.011
Epoch  63 Batch  215/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  63 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  63 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.011
Epoch  63 Batch  218/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  63 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.010
Epoch  63 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.008
Epoch  63 Batch  221/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  63 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  63 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  63 Batch  224/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  63 Batch  225/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  63 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  63 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  63 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  63 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  63 Batch  230/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  63 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.013
Epoch  63 Batch  232/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.009
Epoch  63 Batch  233/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.010
Epoch  63 Batch  234/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.008
Epoch  63 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  63 Batch  236/269 - Train Accuracy:  0.969, Validation Accuracy:  0.974, Loss:  0.010
Epoch  63 Batch  237/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  63 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  63 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  63 Batch  240/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  63 Batch  241/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.013
Epoch  63 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  63 Batch  243/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.008
Epoch  63 Batch  244/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  63 Batch  245/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.009
Epoch  63 Batch  246/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  63 Batch  247/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  63 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  63 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  63 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.014
Epoch  63 Batch  251/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  63 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  63 Batch  253/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.011
Epoch  63 Batch  254/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.012
Epoch  63 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  63 Batch  256/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.008
Epoch  63 Batch  257/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.009
Epoch  63 Batch  258/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  63 Batch  259/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  63 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  63 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  63 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  63 Batch  263/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  63 Batch  264/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  63 Batch  265/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  63 Batch  266/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.006
Epoch  63 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  64 Batch    0/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  64 Batch    1/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  64 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.009
Epoch  64 Batch    3/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.006
Epoch  64 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.972, Loss:  0.010
Epoch  64 Batch    5/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  64 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.011
Epoch  64 Batch    7/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  64 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  64 Batch    9/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  64 Batch   10/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  64 Batch   11/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  64 Batch   12/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.014
Epoch  64 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.007
Epoch  64 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.009
Epoch  64 Batch   15/269 - Train Accuracy:  0.968, Validation Accuracy:  0.973, Loss:  0.009
Epoch  64 Batch   16/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.012
Epoch  64 Batch   17/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.009
Epoch  64 Batch   18/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.010
Epoch  64 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.008
Epoch  64 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  64 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  64 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  64 Batch   23/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.011
Epoch  64 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  64 Batch   25/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.011
Epoch  64 Batch   26/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.009
Epoch  64 Batch   27/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.009
Epoch  64 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.011
Epoch  64 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.011
Epoch  64 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.011
Epoch  64 Batch   31/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  64 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  64 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  64 Batch   34/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  64 Batch   35/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.014
Epoch  64 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  64 Batch   37/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  64 Batch   38/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  64 Batch   39/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  64 Batch   40/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.013
Epoch  64 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.010
Epoch  64 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  64 Batch   43/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  64 Batch   44/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  64 Batch   45/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  64 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  64 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  64 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  64 Batch   50/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.011
Epoch  64 Batch   51/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.012
Epoch  64 Batch   52/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  64 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  64 Batch   54/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  64 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  64 Batch   56/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  64 Batch   57/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  64 Batch   58/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  64 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  64 Batch   60/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  64 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  64 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.014
Epoch  64 Batch   63/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  64 Batch   64/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  64 Batch   65/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.011
Epoch  64 Batch   66/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.011
Epoch  64 Batch   67/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  64 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  64 Batch   69/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.015
Epoch  64 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  64 Batch   72/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  64 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  64 Batch   74/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  64 Batch   75/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  64 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  64 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  64 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  64 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  64 Batch   80/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  64 Batch   81/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.012
Epoch  64 Batch   82/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  64 Batch   83/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  64 Batch   84/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  64 Batch   85/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.007
Epoch  64 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  64 Batch   87/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.009
Epoch  64 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  64 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  64 Batch   90/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch   92/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch   93/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  64 Batch   94/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  64 Batch   95/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  64 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  64 Batch   97/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  64 Batch   98/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  64 Batch   99/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  64 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  64 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  64 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  64 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  64 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  64 Batch  105/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  64 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  64 Batch  107/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  64 Batch  108/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  64 Batch  109/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  64 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  64 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  64 Batch  112/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  64 Batch  113/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.008
Epoch  64 Batch  115/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  64 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  64 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  64 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  64 Batch  120/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  64 Batch  122/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  64 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  64 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  64 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  64 Batch  126/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  127/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  64 Batch  128/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  64 Batch  129/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.009
Epoch  64 Batch  130/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  64 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  64 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  64 Batch  133/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  64 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  135/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.009
Epoch  64 Batch  136/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  64 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  64 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  64 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  64 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  64 Batch  143/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  64 Batch  144/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.007
Epoch  64 Batch  145/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.006
Epoch  64 Batch  146/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  64 Batch  147/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  64 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  64 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  64 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  64 Batch  151/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  64 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  64 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  64 Batch  154/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.007
Epoch  64 Batch  155/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch  156/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  64 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  64 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  64 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  64 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  64 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  162/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  164/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  64 Batch  166/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  64 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch  169/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  64 Batch  170/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.010
Epoch  64 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.010
Epoch  64 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.009
Epoch  64 Batch  173/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.007
Epoch  64 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  64 Batch  175/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.012
Epoch  64 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.009
Epoch  64 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  64 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  64 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  64 Batch  181/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  64 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.006
Epoch  64 Batch  184/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  64 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  64 Batch  187/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  188/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.009
Epoch  64 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.008
Epoch  64 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  64 Batch  191/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  64 Batch  192/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  64 Batch  193/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  64 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  64 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  64 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  64 Batch  197/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  64 Batch  198/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  64 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  64 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.009
Epoch  64 Batch  201/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  64 Batch  202/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.009
Epoch  64 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  204/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  64 Batch  206/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  64 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  64 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  64 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  64 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  213/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  64 Batch  214/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  64 Batch  215/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  64 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  64 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.962, Loss:  0.010
Epoch  64 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.008
Epoch  64 Batch  219/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.011
Epoch  64 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  64 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  64 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.004
Epoch  64 Batch  224/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  64 Batch  225/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  64 Batch  226/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  64 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.012
Epoch  64 Batch  228/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  64 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.011
Epoch  64 Batch  230/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.008
Epoch  64 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.010
Epoch  64 Batch  232/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  64 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  64 Batch  235/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  64 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  239/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  64 Batch  240/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  64 Batch  241/269 - Train Accuracy:  0.961, Validation Accuracy:  0.966, Loss:  0.012
Epoch  64 Batch  242/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  64 Batch  243/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  244/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  64 Batch  245/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  246/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  64 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  249/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  64 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  64 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.012
Epoch  64 Batch  252/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  253/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  64 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  64 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  64 Batch  257/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  64 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  64 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  64 Batch  260/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  64 Batch  261/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  64 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  64 Batch  263/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  64 Batch  264/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  64 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  64 Batch  266/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.006
Epoch  64 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  65 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.007
Epoch  65 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.011
Epoch  65 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.960, Loss:  0.010
Epoch  65 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.011
Epoch  65 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  65 Batch    5/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  65 Batch    6/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  65 Batch    7/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  65 Batch    8/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  65 Batch    9/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  65 Batch   10/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  65 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch   14/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  65 Batch   16/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  65 Batch   17/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  65 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  65 Batch   20/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  65 Batch   21/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  65 Batch   23/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  65 Batch   24/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch   26/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  65 Batch   27/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  65 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  65 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch   30/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  65 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  65 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  65 Batch   34/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  65 Batch   36/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  65 Batch   37/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  65 Batch   38/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  65 Batch   39/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  65 Batch   41/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  65 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  65 Batch   44/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  65 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  65 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.006
Epoch  65 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  65 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  65 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  65 Batch   50/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  65 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  65 Batch   54/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  65 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  65 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  65 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.014
Epoch  65 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  65 Batch   59/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  65 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  65 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  65 Batch   62/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  65 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  65 Batch   64/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  65 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  65 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch   68/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  65 Batch   69/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  65 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch   71/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  65 Batch   72/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  65 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  65 Batch   75/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  65 Batch   77/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  65 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  65 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  65 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  65 Batch   83/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.013
Epoch  65 Batch   84/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  65 Batch   85/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.006
Epoch  65 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  65 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  65 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  65 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  65 Batch   90/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  65 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch   93/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch   94/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  65 Batch   95/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch   96/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  65 Batch   97/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  100/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  65 Batch  101/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  65 Batch  102/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.009
Epoch  65 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  65 Batch  104/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.010
Epoch  65 Batch  105/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  65 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  65 Batch  107/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.006
Epoch  65 Batch  108/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  65 Batch  109/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  65 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  65 Batch  111/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  65 Batch  112/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  65 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  65 Batch  115/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.011
Epoch  65 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.007
Epoch  65 Batch  117/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.007
Epoch  65 Batch  118/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.007
Epoch  65 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  65 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  65 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  65 Batch  122/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  65 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.010
Epoch  65 Batch  124/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  65 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  65 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.008
Epoch  65 Batch  127/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.008
Epoch  65 Batch  128/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.010
Epoch  65 Batch  129/269 - Train Accuracy:  0.970, Validation Accuracy:  0.974, Loss:  0.008
Epoch  65 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.974, Loss:  0.011
Epoch  65 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.975, Loss:  0.011
Epoch  65 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.010
Epoch  65 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.976, Loss:  0.007
Epoch  65 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.975, Loss:  0.007
Epoch  65 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.006
Epoch  65 Batch  136/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.009
Epoch  65 Batch  137/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  65 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  65 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  65 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  65 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  65 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  65 Batch  143/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  65 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  65 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  147/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  148/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  65 Batch  149/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  65 Batch  150/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  65 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  65 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  65 Batch  154/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch  156/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.006
Epoch  65 Batch  158/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  65 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch  160/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  65 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  65 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.007
Epoch  65 Batch  164/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  65 Batch  166/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  65 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch  168/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  65 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.006
Epoch  65 Batch  170/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.010
Epoch  65 Batch  171/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  65 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  173/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  65 Batch  174/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  65 Batch  175/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  65 Batch  176/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  65 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.006
Epoch  65 Batch  178/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  65 Batch  179/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  65 Batch  180/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  65 Batch  181/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  65 Batch  182/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  65 Batch  184/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  65 Batch  186/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  65 Batch  187/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  65 Batch  188/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  65 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  65 Batch  190/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  65 Batch  191/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.007
Epoch  65 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  65 Batch  193/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  65 Batch  194/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  65 Batch  195/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  65 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  65 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  65 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch  200/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.006
Epoch  65 Batch  201/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  65 Batch  202/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  65 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  65 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  65 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  65 Batch  206/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  65 Batch  207/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.006
Epoch  65 Batch  208/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  65 Batch  209/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  65 Batch  210/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  65 Batch  211/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  65 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  65 Batch  213/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  65 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  65 Batch  216/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  65 Batch  217/269 - Train Accuracy:  0.956, Validation Accuracy:  0.962, Loss:  0.011
Epoch  65 Batch  218/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.007
Epoch  65 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch  220/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  65 Batch  221/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  65 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  65 Batch  223/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  65 Batch  224/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  65 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  65 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  65 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  65 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  65 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  65 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  65 Batch  231/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  65 Batch  232/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch  233/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  65 Batch  234/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  65 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  65 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  65 Batch  237/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  65 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  65 Batch  239/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  65 Batch  240/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  65 Batch  241/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  65 Batch  242/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  65 Batch  243/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  65 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  65 Batch  245/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  65 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  65 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  65 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  65 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  65 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  65 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  65 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  65 Batch  253/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  65 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  65 Batch  255/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  65 Batch  256/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  65 Batch  257/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.011
Epoch  65 Batch  258/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.008
Epoch  65 Batch  259/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  65 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  65 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.006
Epoch  65 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  65 Batch  263/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.008
Epoch  65 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  65 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  65 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  65 Batch  267/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  66 Batch    1/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  66 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.009
Epoch  66 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  66 Batch    5/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  66 Batch    6/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.011
Epoch  66 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  66 Batch    9/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch   11/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  66 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  66 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  66 Batch   16/269 - Train Accuracy:  0.964, Validation Accuracy:  0.970, Loss:  0.012
Epoch  66 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.008
Epoch  66 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  66 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  66 Batch   20/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch   21/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.010
Epoch  66 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch   23/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  66 Batch   24/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  66 Batch   25/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch   26/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.007
Epoch  66 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch   28/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  66 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.009
Epoch  66 Batch   31/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  66 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.007
Epoch  66 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.974, Loss:  0.007
Epoch  66 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.010
Epoch  66 Batch   36/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  66 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.007
Epoch  66 Batch   38/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.008
Epoch  66 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.005
Epoch  66 Batch   40/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  66 Batch   41/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  66 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  66 Batch   43/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  66 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  66 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  66 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  66 Batch   47/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  66 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  66 Batch   49/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  66 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  66 Batch   51/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch   52/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  66 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  66 Batch   55/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch   56/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  66 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch   60/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.009
Epoch  66 Batch   61/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  66 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  66 Batch   63/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  66 Batch   65/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.005
Epoch  66 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch   67/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch   68/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.010
Epoch  66 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  66 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  66 Batch   71/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.010
Epoch  66 Batch   72/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  66 Batch   73/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  66 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.006
Epoch  66 Batch   75/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  66 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.007
Epoch  66 Batch   77/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.008
Epoch  66 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  66 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  66 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  66 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  66 Batch   82/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  66 Batch   84/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  66 Batch   86/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  66 Batch   87/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  66 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.005
Epoch  66 Batch   90/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  66 Batch   91/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  66 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  66 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  66 Batch   94/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.012
Epoch  66 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  66 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.013
Epoch  66 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  66 Batch   99/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  66 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  66 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch  105/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  66 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  66 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  66 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  66 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  112/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  66 Batch  113/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch  114/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  66 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  66 Batch  116/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch  117/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  66 Batch  118/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  66 Batch  120/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.005
Epoch  66 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  66 Batch  122/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch  123/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch  124/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch  125/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.005
Epoch  66 Batch  126/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch  127/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  66 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  66 Batch  129/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  66 Batch  130/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  66 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  66 Batch  133/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  66 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  135/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  66 Batch  136/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  66 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  66 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.006
Epoch  66 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  66 Batch  141/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  66 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.004
Epoch  66 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  147/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  66 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  66 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  66 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  66 Batch  151/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.008
Epoch  66 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.010
Epoch  66 Batch  153/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  66 Batch  154/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  66 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  66 Batch  156/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  66 Batch  157/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  66 Batch  158/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  66 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  66 Batch  160/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  66 Batch  162/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  163/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  66 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  66 Batch  166/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  66 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  66 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  66 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  66 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  66 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  66 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  66 Batch  173/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  66 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  66 Batch  175/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.011
Epoch  66 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  66 Batch  177/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  66 Batch  178/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  66 Batch  179/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  66 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  66 Batch  181/269 - Train Accuracy:  0.966, Validation Accuracy:  0.972, Loss:  0.012
Epoch  66 Batch  182/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  66 Batch  185/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  66 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  66 Batch  187/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  66 Batch  188/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  66 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  190/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch  191/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch  192/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  66 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.005
Epoch  66 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  66 Batch  196/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  66 Batch  198/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  66 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  66 Batch  202/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  66 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch  204/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  66 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  66 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  66 Batch  209/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  66 Batch  210/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  66 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  66 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  66 Batch  213/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  66 Batch  214/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  66 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  66 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch  217/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.010
Epoch  66 Batch  218/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.008
Epoch  66 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  220/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.009
Epoch  66 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  66 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  66 Batch  223/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.007
Epoch  66 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  66 Batch  225/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  66 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  66 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  66 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.007
Epoch  66 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.006
Epoch  66 Batch  230/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.009
Epoch  66 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  66 Batch  232/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  66 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.010
Epoch  66 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  66 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.006
Epoch  66 Batch  236/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  66 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  66 Batch  238/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  66 Batch  239/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  66 Batch  240/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  66 Batch  241/269 - Train Accuracy:  0.961, Validation Accuracy:  0.961, Loss:  0.011
Epoch  66 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.006
Epoch  66 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  66 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  66 Batch  245/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  66 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  66 Batch  247/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  66 Batch  248/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  66 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  66 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  66 Batch  253/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  66 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  66 Batch  255/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  66 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  66 Batch  257/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  66 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  66 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  66 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  66 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  66 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  66 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  66 Batch  264/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  66 Batch  265/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  66 Batch  266/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  66 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  67 Batch    0/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.007
Epoch  67 Batch    1/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  67 Batch    2/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch    3/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch    4/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  67 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  67 Batch    6/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch    7/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  67 Batch    8/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  67 Batch    9/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  67 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  67 Batch   11/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  67 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.012
Epoch  67 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.008
Epoch  67 Batch   14/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  67 Batch   15/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  67 Batch   16/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.013
Epoch  67 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  67 Batch   19/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  67 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch   21/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.010
Epoch  67 Batch   22/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch   23/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.014
Epoch  67 Batch   24/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  67 Batch   26/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  67 Batch   27/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  67 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  67 Batch   30/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  67 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch   35/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.015
Epoch  67 Batch   36/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  67 Batch   37/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  67 Batch   38/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  67 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   40/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  67 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.010
Epoch  67 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  67 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch   44/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  67 Batch   45/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.013
Epoch  67 Batch   46/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   47/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch   48/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch   49/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  67 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  67 Batch   52/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  67 Batch   53/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.009
Epoch  67 Batch   54/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.010
Epoch  67 Batch   55/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.009
Epoch  67 Batch   56/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.012
Epoch  67 Batch   57/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.012
Epoch  67 Batch   58/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  67 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  67 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  67 Batch   61/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch   62/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  67 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  67 Batch   65/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  67 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  67 Batch   67/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch   69/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.013
Epoch  67 Batch   70/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.013
Epoch  67 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.013
Epoch  67 Batch   72/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  67 Batch   73/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   75/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  67 Batch   76/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch   77/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  67 Batch   79/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.012
Epoch  67 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  67 Batch   83/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.013
Epoch  67 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  67 Batch   85/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  67 Batch   86/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.009
Epoch  67 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.012
Epoch  67 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch   89/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  67 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   91/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  67 Batch   92/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch   93/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  67 Batch   94/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.014
Epoch  67 Batch   95/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.009
Epoch  67 Batch   96/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch   98/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  67 Batch   99/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.012
Epoch  67 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  67 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.007
Epoch  67 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.010
Epoch  67 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  67 Batch  105/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  67 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  67 Batch  107/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  67 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  67 Batch  109/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  67 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  67 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  112/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.012
Epoch  67 Batch  113/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  67 Batch  114/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.013
Epoch  67 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  67 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  67 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch  118/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  67 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  67 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  67 Batch  124/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  67 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  67 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  67 Batch  127/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.011
Epoch  67 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  67 Batch  130/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  67 Batch  131/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch  133/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.008
Epoch  67 Batch  134/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  67 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  67 Batch  136/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  67 Batch  137/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  67 Batch  138/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  67 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch  140/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  67 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  67 Batch  142/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  67 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  67 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  67 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  67 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  67 Batch  147/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch  148/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  67 Batch  150/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  67 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.009
Epoch  67 Batch  152/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  67 Batch  153/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  67 Batch  154/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  67 Batch  155/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch  156/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  158/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  159/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  67 Batch  160/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  67 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  67 Batch  163/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.009
Epoch  67 Batch  164/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  67 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  67 Batch  166/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.009
Epoch  67 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  67 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.012
Epoch  67 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.009
Epoch  67 Batch  170/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.010
Epoch  67 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.008
Epoch  67 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.957, Loss:  0.010
Epoch  67 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.010
Epoch  67 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.011
Epoch  67 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.015
Epoch  67 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  67 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.012
Epoch  67 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  67 Batch  180/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.009
Epoch  67 Batch  181/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  67 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  67 Batch  183/269 - Train Accuracy:  0.981, Validation Accuracy:  0.959, Loss:  0.007
Epoch  67 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  67 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  67 Batch  186/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.008
Epoch  67 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.013
Epoch  67 Batch  188/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.009
Epoch  67 Batch  189/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.008
Epoch  67 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  67 Batch  191/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  67 Batch  193/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  67 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.010
Epoch  67 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.007
Epoch  67 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.013
Epoch  67 Batch  197/269 - Train Accuracy:  0.971, Validation Accuracy:  0.955, Loss:  0.009
Epoch  67 Batch  198/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.011
Epoch  67 Batch  199/269 - Train Accuracy:  0.976, Validation Accuracy:  0.956, Loss:  0.010
Epoch  67 Batch  200/269 - Train Accuracy:  0.976, Validation Accuracy:  0.956, Loss:  0.008
Epoch  67 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.956, Loss:  0.011
Epoch  67 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.009
Epoch  67 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  67 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.009
Epoch  67 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  67 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.015
Epoch  67 Batch  207/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  67 Batch  208/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  67 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  67 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  67 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  67 Batch  212/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  67 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  67 Batch  214/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  67 Batch  215/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  67 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  67 Batch  217/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  218/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.008
Epoch  67 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  221/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  67 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  67 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  67 Batch  224/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  67 Batch  225/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.012
Epoch  67 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  67 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  67 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  67 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  67 Batch  232/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  67 Batch  234/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  67 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.007
Epoch  67 Batch  236/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  67 Batch  237/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.007
Epoch  67 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  67 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  67 Batch  240/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch  241/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.010
Epoch  67 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  67 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  67 Batch  244/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  67 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.010
Epoch  67 Batch  246/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  67 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  67 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  67 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  67 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  67 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  67 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  67 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch  254/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  67 Batch  255/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  67 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  67 Batch  257/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  67 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  67 Batch  259/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  67 Batch  260/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.011
Epoch  67 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  67 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  67 Batch  263/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.009
Epoch  67 Batch  264/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  67 Batch  265/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.007
Epoch  67 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  67 Batch  267/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  68 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  68 Batch    1/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  68 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  68 Batch    3/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  68 Batch    4/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch    5/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  68 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  68 Batch    7/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  68 Batch    8/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.010
Epoch  68 Batch    9/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  68 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch   11/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  68 Batch   12/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  68 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  68 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.006
Epoch  68 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  68 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  68 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  68 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  68 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  68 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  68 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.007
Epoch  68 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  68 Batch   23/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  68 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  68 Batch   26/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  68 Batch   27/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  68 Batch   28/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.007
Epoch  68 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  68 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.007
Epoch  68 Batch   31/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  68 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  68 Batch   33/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.007
Epoch  68 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.011
Epoch  68 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.014
Epoch  68 Batch   36/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  68 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.010
Epoch  68 Batch   38/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  68 Batch   39/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.007
Epoch  68 Batch   40/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  68 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  68 Batch   42/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  68 Batch   43/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.012
Epoch  68 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.013
Epoch  68 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch   46/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.017
Epoch  68 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  68 Batch   48/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch   49/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  68 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.015
Epoch  68 Batch   51/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  68 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.014
Epoch  68 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  68 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  68 Batch   55/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  68 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.012
Epoch  68 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  68 Batch   58/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  68 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  68 Batch   60/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.015
Epoch  68 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.013
Epoch  68 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.011
Epoch  68 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  68 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  68 Batch   66/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  68 Batch   67/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.014
Epoch  68 Batch   68/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.016
Epoch  68 Batch   69/269 - Train Accuracy:  0.974, Validation Accuracy:  0.957, Loss:  0.012
Epoch  68 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.955, Loss:  0.008
Epoch  68 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.953, Loss:  0.013
Epoch  68 Batch   72/269 - Train Accuracy:  0.967, Validation Accuracy:  0.954, Loss:  0.010
Epoch  68 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.954, Loss:  0.012
Epoch  68 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.008
Epoch  68 Batch   75/269 - Train Accuracy:  0.973, Validation Accuracy:  0.953, Loss:  0.012
Epoch  68 Batch   76/269 - Train Accuracy:  0.976, Validation Accuracy:  0.954, Loss:  0.007
Epoch  68 Batch   77/269 - Train Accuracy:  0.972, Validation Accuracy:  0.955, Loss:  0.008
Epoch  68 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.009
Epoch  68 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.016
Epoch  68 Batch   80/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.016
Epoch  68 Batch   81/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.014
Epoch  68 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  68 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.015
Epoch  68 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  68 Batch   85/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  68 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  68 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  68 Batch   88/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  68 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  68 Batch   90/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  68 Batch   91/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  68 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  68 Batch   93/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  68 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  68 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  68 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  68 Batch   97/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.012
Epoch  68 Batch   98/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.011
Epoch  68 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  68 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  68 Batch  101/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  68 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  104/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  68 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  68 Batch  106/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.012
Epoch  68 Batch  107/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  68 Batch  108/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  68 Batch  109/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.012
Epoch  68 Batch  111/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  68 Batch  112/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  68 Batch  113/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  114/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  68 Batch  115/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  68 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  68 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  68 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.011
Epoch  68 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  68 Batch  120/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.009
Epoch  68 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  68 Batch  122/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.011
Epoch  68 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  68 Batch  124/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  68 Batch  125/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  68 Batch  126/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  68 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  68 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  68 Batch  129/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  68 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  68 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  132/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  68 Batch  133/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  68 Batch  134/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  68 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  68 Batch  136/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  68 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  68 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  68 Batch  139/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  68 Batch  140/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  68 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.012
Epoch  68 Batch  142/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.013
Epoch  68 Batch  143/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  68 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  68 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.006
Epoch  68 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  68 Batch  147/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  68 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.011
Epoch  68 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.012
Epoch  68 Batch  150/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  68 Batch  151/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  68 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  68 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  68 Batch  154/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  68 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  68 Batch  156/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch  158/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  68 Batch  159/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  68 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  68 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.012
Epoch  68 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  68 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.010
Epoch  68 Batch  164/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  68 Batch  165/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  68 Batch  166/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.011
Epoch  68 Batch  167/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  68 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  68 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.012
Epoch  68 Batch  170/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  68 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch  172/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.013
Epoch  68 Batch  173/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  68 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  68 Batch  175/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  68 Batch  176/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  68 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  68 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  68 Batch  179/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch  180/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  68 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  68 Batch  182/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  68 Batch  183/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.005
Epoch  68 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  68 Batch  185/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  68 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  68 Batch  187/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.015
Epoch  68 Batch  188/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.006
Epoch  68 Batch  190/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  68 Batch  191/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.009
Epoch  68 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  68 Batch  194/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  195/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.012
Epoch  68 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.012
Epoch  68 Batch  197/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  68 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  68 Batch  199/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.008
Epoch  68 Batch  200/269 - Train Accuracy:  0.978, Validation Accuracy:  0.955, Loss:  0.010
Epoch  68 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.955, Loss:  0.009
Epoch  68 Batch  202/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.008
Epoch  68 Batch  203/269 - Train Accuracy:  0.971, Validation Accuracy:  0.956, Loss:  0.014
Epoch  68 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.010
Epoch  68 Batch  205/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  68 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.013
Epoch  68 Batch  207/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  68 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  68 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  68 Batch  210/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  211/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  68 Batch  213/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  68 Batch  214/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.010
Epoch  68 Batch  215/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  68 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.011
Epoch  68 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.958, Loss:  0.012
Epoch  68 Batch  218/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.008
Epoch  68 Batch  219/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.006
Epoch  68 Batch  220/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  68 Batch  221/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  68 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  68 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  68 Batch  224/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.013
Epoch  68 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  226/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  68 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  68 Batch  228/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  68 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  68 Batch  230/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  68 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  68 Batch  232/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.008
Epoch  68 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.007
Epoch  68 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.009
Epoch  68 Batch  235/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.007
Epoch  68 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.010
Epoch  68 Batch  237/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  68 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.010
Epoch  68 Batch  239/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  68 Batch  240/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  68 Batch  241/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.010
Epoch  68 Batch  242/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  68 Batch  243/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  68 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  68 Batch  245/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  68 Batch  246/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  68 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  68 Batch  248/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  68 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  68 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  68 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  68 Batch  252/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  68 Batch  253/269 - Train Accuracy:  0.965, Validation Accuracy:  0.971, Loss:  0.010
Epoch  68 Batch  254/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  68 Batch  255/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  68 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  68 Batch  257/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  68 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  68 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  68 Batch  260/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.008
Epoch  68 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  68 Batch  262/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  68 Batch  263/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.012
Epoch  68 Batch  264/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  68 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  68 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  68 Batch  267/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  69 Batch    0/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.010
Epoch  69 Batch    1/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch    2/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.011
Epoch  69 Batch    3/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.006
Epoch  69 Batch    4/269 - Train Accuracy:  0.963, Validation Accuracy:  0.969, Loss:  0.013
Epoch  69 Batch    5/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  69 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.011
Epoch  69 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.009
Epoch  69 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.010
Epoch  69 Batch    9/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.010
Epoch  69 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  69 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  69 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.014
Epoch  69 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  69 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch   16/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.012
Epoch  69 Batch   17/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.014
Epoch  69 Batch   19/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  69 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  69 Batch   21/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  69 Batch   22/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  69 Batch   23/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  69 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  69 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.015
Epoch  69 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.014
Epoch  69 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch   28/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  69 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  69 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  69 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch   34/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  69 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.015
Epoch  69 Batch   36/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  69 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.012
Epoch  69 Batch   38/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.009
Epoch  69 Batch   39/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.009
Epoch  69 Batch   40/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.012
Epoch  69 Batch   41/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  69 Batch   42/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  69 Batch   43/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.011
Epoch  69 Batch   44/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.015
Epoch  69 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  69 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  69 Batch   48/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  69 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  69 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.014
Epoch  69 Batch   51/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  69 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  69 Batch   55/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.011
Epoch  69 Batch   56/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch   57/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.012
Epoch  69 Batch   58/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  69 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  69 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  69 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.015
Epoch  69 Batch   63/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  69 Batch   64/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  69 Batch   66/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  69 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  69 Batch   68/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  69 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  69 Batch   70/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch   71/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  69 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  69 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  69 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch   75/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  69 Batch   76/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch   77/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  69 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  69 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.010
Epoch  69 Batch   81/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  69 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  69 Batch   83/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.015
Epoch  69 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  69 Batch   85/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  69 Batch   86/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.006
Epoch  69 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  69 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  69 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.007
Epoch  69 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  69 Batch   92/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  69 Batch   93/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  69 Batch   94/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  69 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  69 Batch   96/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  69 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  69 Batch   98/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  69 Batch   99/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  69 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.010
Epoch  69 Batch  101/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.015
Epoch  69 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  69 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.012
Epoch  69 Batch  104/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  69 Batch  105/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  69 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  69 Batch  107/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.006
Epoch  69 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  69 Batch  109/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  69 Batch  110/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  69 Batch  112/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch  113/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch  114/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch  115/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  69 Batch  116/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.008
Epoch  69 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  69 Batch  118/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.008
Epoch  69 Batch  119/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.011
Epoch  69 Batch  120/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  69 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  69 Batch  122/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  69 Batch  123/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.011
Epoch  69 Batch  124/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.011
Epoch  69 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  69 Batch  126/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  69 Batch  127/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.012
Epoch  69 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.011
Epoch  69 Batch  129/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  69 Batch  130/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  69 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  69 Batch  132/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.010
Epoch  69 Batch  133/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  69 Batch  135/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  69 Batch  136/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  137/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch  138/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  69 Batch  139/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch  140/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.009
Epoch  69 Batch  142/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  69 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  69 Batch  144/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  69 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.006
Epoch  69 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  69 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.012
Epoch  69 Batch  148/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  69 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  69 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  69 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  69 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  69 Batch  154/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  156/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  157/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch  158/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  69 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  69 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  69 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  69 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  69 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  69 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  69 Batch  166/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  69 Batch  167/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  69 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch  169/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch  170/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  171/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.012
Epoch  69 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  69 Batch  175/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  69 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.007
Epoch  69 Batch  177/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  69 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.013
Epoch  69 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.011
Epoch  69 Batch  180/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  69 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  69 Batch  182/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch  183/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.008
Epoch  69 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  69 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.012
Epoch  69 Batch  186/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.013
Epoch  69 Batch  188/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  69 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  191/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  192/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch  194/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  69 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  69 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  69 Batch  197/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch  198/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.012
Epoch  69 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.013
Epoch  69 Batch  200/269 - Train Accuracy:  0.986, Validation Accuracy:  0.963, Loss:  0.007
Epoch  69 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  69 Batch  202/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.011
Epoch  69 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.013
Epoch  69 Batch  204/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.014
Epoch  69 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  69 Batch  206/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.022
Epoch  69 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.015
Epoch  69 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.015
Epoch  69 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.014
Epoch  69 Batch  210/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.012
Epoch  69 Batch  211/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.017
Epoch  69 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.017
Epoch  69 Batch  213/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.016
Epoch  69 Batch  214/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.016
Epoch  69 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.014
Epoch  69 Batch  216/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.016
Epoch  69 Batch  217/269 - Train Accuracy:  0.958, Validation Accuracy:  0.959, Loss:  0.015
Epoch  69 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.955, Loss:  0.014
Epoch  69 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.954, Loss:  0.012
Epoch  69 Batch  220/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.012
Epoch  69 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.956, Loss:  0.013
Epoch  69 Batch  222/269 - Train Accuracy:  0.978, Validation Accuracy:  0.956, Loss:  0.010
Epoch  69 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.011
Epoch  69 Batch  224/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.018
Epoch  69 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.012
Epoch  69 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  69 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.014
Epoch  69 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  69 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  69 Batch  230/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  69 Batch  231/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  69 Batch  232/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  69 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  69 Batch  234/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  69 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  69 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  69 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  69 Batch  238/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  69 Batch  239/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch  240/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.014
Epoch  69 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  69 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  69 Batch  245/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  69 Batch  246/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  69 Batch  247/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  69 Batch  248/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  69 Batch  249/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  69 Batch  250/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  69 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  69 Batch  252/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  69 Batch  253/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  69 Batch  255/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  69 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  69 Batch  257/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch  258/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  69 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  69 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  69 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  69 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch  264/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  69 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  69 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  69 Batch  267/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.009
Epoch  70 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.007
Epoch  70 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.009
Epoch  70 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  70 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  70 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.010
Epoch  70 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  70 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  70 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  70 Batch    8/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  70 Batch    9/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  70 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  70 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  70 Batch   12/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  70 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  70 Batch   14/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  70 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  70 Batch   16/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.016
Epoch  70 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  70 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  70 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.015
Epoch  70 Batch   20/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  70 Batch   21/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.011
Epoch  70 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  70 Batch   23/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  70 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  70 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  70 Batch   26/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  70 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  70 Batch   28/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.009
Epoch  70 Batch   29/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  70 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.011
Epoch  70 Batch   31/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  70 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  70 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  70 Batch   34/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  70 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.016
Epoch  70 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  70 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.010
Epoch  70 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  70 Batch   39/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.006
Epoch  70 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.014
Epoch  70 Batch   41/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.009
Epoch  70 Batch   42/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.010
Epoch  70 Batch   43/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.011
Epoch  70 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.010
Epoch  70 Batch   45/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.012
Epoch  70 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.010
Epoch  70 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.008
Epoch  70 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.009
Epoch  70 Batch   49/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  70 Batch   50/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.012
Epoch  70 Batch   51/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  70 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  70 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  70 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  70 Batch   55/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  70 Batch   56/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  70 Batch   57/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.014
Epoch  70 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  70 Batch   59/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  70 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  70 Batch   61/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.011
Epoch  70 Batch   62/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.012
Epoch  70 Batch   63/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  70 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  70 Batch   65/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  70 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.011
Epoch  70 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  70 Batch   68/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.014
Epoch  70 Batch   69/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.011
Epoch  70 Batch   70/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.008
Epoch  70 Batch   71/269 - Train Accuracy:  0.968, Validation Accuracy:  0.958, Loss:  0.013
Epoch  70 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.008
Epoch  70 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  70 Batch   74/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  70 Batch   75/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.012
Epoch  70 Batch   76/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  70 Batch   77/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.010
Epoch  70 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  70 Batch   79/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  70 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  70 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  70 Batch   82/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  70 Batch   83/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  70 Batch   84/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  70 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  70 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  70 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  70 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.009
Epoch  70 Batch   89/269 - Train Accuracy:  0.979, Validation Accuracy:  0.958, Loss:  0.007
Epoch  70 Batch   90/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.010
Epoch  70 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.008
Epoch  70 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.009
Epoch  70 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  70 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.958, Loss:  0.013
Epoch  70 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.009
Epoch  70 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  70 Batch   97/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.014
Epoch  70 Batch   98/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.011
Epoch  70 Batch   99/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.007
Epoch  70 Batch  100/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  70 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.014
Epoch  70 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.013
Epoch  70 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.009
Epoch  70 Batch  104/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  70 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.008
Epoch  70 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.007
Epoch  70 Batch  107/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.007
Epoch  70 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.008
Epoch  70 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.010
Epoch  70 Batch  110/269 - Train Accuracy:  0.979, Validation Accuracy:  0.957, Loss:  0.008
Epoch  70 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  70 Batch  112/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.009
Epoch  70 Batch  113/269 - Train Accuracy:  0.960, Validation Accuracy:  0.956, Loss:  0.009
Epoch  70 Batch  114/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.011
Epoch  70 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.956, Loss:  0.010
Epoch  70 Batch  116/269 - Train Accuracy:  0.978, Validation Accuracy:  0.954, Loss:  0.008
Epoch  70 Batch  117/269 - Train Accuracy:  0.977, Validation Accuracy:  0.955, Loss:  0.008
Epoch  70 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.959, Loss:  0.009
Epoch  70 Batch  119/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.011
Epoch  70 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  70 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  70 Batch  122/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  70 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  70 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  70 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  70 Batch  126/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.012
Epoch  70 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  70 Batch  128/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  70 Batch  129/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  70 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.013
Epoch  70 Batch  131/269 - Train Accuracy:  0.965, Validation Accuracy:  0.971, Loss:  0.010
Epoch  70 Batch  132/269 - Train Accuracy:  0.967, Validation Accuracy:  0.973, Loss:  0.011
Epoch  70 Batch  133/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.009
Epoch  70 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  70 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  70 Batch  136/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  70 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  70 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  70 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  70 Batch  140/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  70 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  70 Batch  142/269 - Train Accuracy:  0.965, Validation Accuracy:  0.970, Loss:  0.011
Epoch  70 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  70 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  70 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  70 Batch  146/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.010
Epoch  70 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  70 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  70 Batch  149/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.011
Epoch  70 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  70 Batch  151/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  70 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  70 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  70 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  70 Batch  155/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  70 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  70 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  70 Batch  158/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  70 Batch  159/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  70 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  70 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  70 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  70 Batch  163/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.007
Epoch  70 Batch  164/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  70 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  70 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.010
Epoch  70 Batch  167/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.010
Epoch  70 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  70 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  70 Batch  170/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  70 Batch  171/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  70 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  70 Batch  173/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  70 Batch  174/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  70 Batch  175/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  70 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  70 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.007
Epoch  70 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.013
Epoch  70 Batch  179/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.015
Epoch  70 Batch  180/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  70 Batch  181/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.013
Epoch  70 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  70 Batch  183/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.007
Epoch  70 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  70 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.014
Epoch  70 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  70 Batch  187/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.015
Epoch  70 Batch  188/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  70 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.007
Epoch  70 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.011
Epoch  70 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  70 Batch  192/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  70 Batch  193/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  70 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  70 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  70 Batch  196/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.013
Epoch  70 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  70 Batch  198/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  70 Batch  199/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  70 Batch  200/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.012
Epoch  70 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  70 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  70 Batch  203/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.015
Epoch  70 Batch  204/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  70 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  70 Batch  206/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  70 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  70 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.014
Epoch  70 Batch  209/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  70 Batch  210/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  70 Batch  211/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.011
Epoch  70 Batch  212/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  70 Batch  213/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  70 Batch  214/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  70 Batch  215/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  70 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  70 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.964, Loss:  0.012
Epoch  70 Batch  218/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  70 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  70 Batch  220/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  70 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  70 Batch  222/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  70 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  70 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  70 Batch  225/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  70 Batch  226/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  70 Batch  227/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.012
Epoch  70 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.954, Loss:  0.008
Epoch  70 Batch  229/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.011
Epoch  70 Batch  230/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.008
Epoch  70 Batch  231/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  70 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  70 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  70 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  70 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  70 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  70 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  70 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  70 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  70 Batch  240/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.007
Epoch  70 Batch  241/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  70 Batch  242/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  70 Batch  243/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.011
Epoch  70 Batch  244/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.010
Epoch  70 Batch  245/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.010
Epoch  70 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  70 Batch  247/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  70 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  70 Batch  249/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  70 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  70 Batch  251/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  70 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  70 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  70 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  70 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  70 Batch  256/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  70 Batch  257/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.013
Epoch  70 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  70 Batch  259/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  70 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  70 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.011
Epoch  70 Batch  262/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  70 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  70 Batch  264/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  70 Batch  265/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  70 Batch  266/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  70 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  71 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch    2/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  71 Batch    4/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch    5/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch    6/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  71 Batch    7/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  71 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  71 Batch    9/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  71 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch   11/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch   12/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  71 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.007
Epoch  71 Batch   14/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.006
Epoch  71 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  71 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  71 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  71 Batch   18/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  71 Batch   21/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  71 Batch   23/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  71 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  71 Batch   26/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  71 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  71 Batch   28/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.008
Epoch  71 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.009
Epoch  71 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  71 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  71 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.005
Epoch  71 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  71 Batch   34/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  71 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.016
Epoch  71 Batch   36/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  71 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  71 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch   43/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch   44/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  71 Batch   45/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.012
Epoch  71 Batch   46/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  71 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.008
Epoch  71 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  71 Batch   49/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  71 Batch   50/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  71 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  71 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch   53/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  71 Batch   55/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  71 Batch   56/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  71 Batch   57/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.012
Epoch  71 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  71 Batch   59/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  71 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.010
Epoch  71 Batch   61/269 - Train Accuracy:  0.966, Validation Accuracy:  0.972, Loss:  0.012
Epoch  71 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.010
Epoch  71 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.974, Loss:  0.010
Epoch  71 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.006
Epoch  71 Batch   65/269 - Train Accuracy:  0.976, Validation Accuracy:  0.974, Loss:  0.008
Epoch  71 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.010
Epoch  71 Batch   67/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.013
Epoch  71 Batch   68/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.015
Epoch  71 Batch   69/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch   71/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.013
Epoch  71 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  71 Batch   74/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  71 Batch   75/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.013
Epoch  71 Batch   76/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  71 Batch   77/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch   80/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  71 Batch   82/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  71 Batch   83/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.013
Epoch  71 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  71 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  71 Batch   86/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  71 Batch   87/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.014
Epoch  71 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  71 Batch   89/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.013
Epoch  71 Batch   90/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.008
Epoch  71 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.008
Epoch  71 Batch   92/269 - Train Accuracy:  0.970, Validation Accuracy:  0.956, Loss:  0.009
Epoch  71 Batch   93/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  71 Batch   94/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.011
Epoch  71 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  71 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  71 Batch   97/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.011
Epoch  71 Batch   98/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.012
Epoch  71 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  71 Batch  100/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  71 Batch  101/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  71 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  71 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.014
Epoch  71 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  71 Batch  105/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  71 Batch  106/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  71 Batch  109/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.010
Epoch  71 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  71 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.011
Epoch  71 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  71 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  71 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  71 Batch  115/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch  116/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  71 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  71 Batch  118/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  119/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  71 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  71 Batch  122/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  71 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  71 Batch  125/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  126/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch  127/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.011
Epoch  71 Batch  128/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  71 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.009
Epoch  71 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.973, Loss:  0.011
Epoch  71 Batch  131/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.010
Epoch  71 Batch  132/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  71 Batch  133/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  71 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  71 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  71 Batch  136/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  71 Batch  137/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.010
Epoch  71 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  71 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  71 Batch  141/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  71 Batch  142/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.012
Epoch  71 Batch  143/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  71 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  71 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  71 Batch  146/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  71 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  71 Batch  151/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  154/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  156/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  71 Batch  157/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  71 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  71 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  71 Batch  160/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  71 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  71 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.007
Epoch  71 Batch  163/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.008
Epoch  71 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  71 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  71 Batch  168/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  71 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  71 Batch  170/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  71 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch  173/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch  174/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  71 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  71 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  71 Batch  179/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  71 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  181/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.013
Epoch  71 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  71 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  71 Batch  185/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  186/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  187/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch  188/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  71 Batch  189/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.007
Epoch  71 Batch  190/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  71 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  71 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.009
Epoch  71 Batch  193/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  71 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  195/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  71 Batch  196/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  71 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  71 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  71 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  71 Batch  200/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  71 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  71 Batch  202/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch  203/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  71 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  71 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  71 Batch  206/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  71 Batch  207/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  71 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  71 Batch  209/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  71 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  71 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  71 Batch  212/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.012
Epoch  71 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  214/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.012
Epoch  71 Batch  215/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.009
Epoch  71 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  71 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.967, Loss:  0.010
Epoch  71 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch  219/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  220/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  222/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  71 Batch  223/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  71 Batch  224/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  71 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch  226/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch  227/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  71 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  71 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  71 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  71 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.009
Epoch  71 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  71 Batch  235/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.007
Epoch  71 Batch  236/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  71 Batch  237/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  71 Batch  238/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  71 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  71 Batch  240/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  71 Batch  241/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.012
Epoch  71 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  71 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  71 Batch  244/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  71 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  71 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.013
Epoch  71 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  71 Batch  248/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.007
Epoch  71 Batch  249/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  71 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.009
Epoch  71 Batch  251/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  71 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  71 Batch  253/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  71 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  71 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.957, Loss:  0.009
Epoch  71 Batch  256/269 - Train Accuracy:  0.974, Validation Accuracy:  0.956, Loss:  0.008
Epoch  71 Batch  257/269 - Train Accuracy:  0.966, Validation Accuracy:  0.957, Loss:  0.015
Epoch  71 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  71 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  71 Batch  260/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.009
Epoch  71 Batch  261/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  71 Batch  262/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  71 Batch  263/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  71 Batch  264/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  71 Batch  265/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  71 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  71 Batch  267/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  72 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  72 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.008
Epoch  72 Batch    2/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  72 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  72 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  72 Batch    5/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch    6/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  72 Batch    7/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch    8/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch    9/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  72 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.010
Epoch  72 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.014
Epoch  72 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.005
Epoch  72 Batch   14/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.005
Epoch  72 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.009
Epoch  72 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  72 Batch   18/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  72 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch   23/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  72 Batch   24/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  72 Batch   26/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  72 Batch   27/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch   28/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.010
Epoch  72 Batch   30/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.011
Epoch  72 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.005
Epoch  72 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.006
Epoch  72 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.006
Epoch  72 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.012
Epoch  72 Batch   36/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  72 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.011
Epoch  72 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  72 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  72 Batch   42/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch   43/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.011
Epoch  72 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.012
Epoch  72 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.010
Epoch  72 Batch   48/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  72 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  72 Batch   50/269 - Train Accuracy:  0.963, Validation Accuracy:  0.970, Loss:  0.013
Epoch  72 Batch   51/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch   52/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  72 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  72 Batch   55/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  72 Batch   56/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch   57/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.012
Epoch  72 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.010
Epoch  72 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  72 Batch   62/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch   65/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  72 Batch   67/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  72 Batch   68/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  72 Batch   69/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.012
Epoch  72 Batch   70/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  72 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  72 Batch   73/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  72 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  72 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  72 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.012
Epoch  72 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.012
Epoch  72 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  72 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  72 Batch   83/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  72 Batch   84/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  72 Batch   85/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  72 Batch   87/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  72 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.008
Epoch  72 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  72 Batch   90/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.009
Epoch  72 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  72 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  72 Batch   93/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch   94/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  72 Batch   95/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  72 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  72 Batch   98/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch   99/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  72 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  72 Batch  101/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  72 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  104/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  72 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  107/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  72 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.008
Epoch  72 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  72 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.008
Epoch  72 Batch  112/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  72 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  72 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch  115/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.009
Epoch  72 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  72 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  72 Batch  118/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.007
Epoch  72 Batch  119/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.007
Epoch  72 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.007
Epoch  72 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.007
Epoch  72 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  72 Batch  123/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.007
Epoch  72 Batch  124/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  72 Batch  126/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  128/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  129/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch  131/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.012
Epoch  72 Batch  133/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.007
Epoch  72 Batch  135/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  72 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.008
Epoch  72 Batch  137/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.008
Epoch  72 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  72 Batch  139/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  72 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  72 Batch  141/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.007
Epoch  72 Batch  142/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.009
Epoch  72 Batch  144/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.007
Epoch  72 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.006
Epoch  72 Batch  146/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  72 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  72 Batch  149/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.009
Epoch  72 Batch  150/269 - Train Accuracy:  0.971, Validation Accuracy:  0.957, Loss:  0.011
Epoch  72 Batch  151/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.011
Epoch  72 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  72 Batch  153/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  72 Batch  154/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  72 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  72 Batch  156/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  72 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.006
Epoch  72 Batch  158/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  72 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  72 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  165/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch  166/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  72 Batch  168/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch  170/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch  171/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  72 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch  173/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  174/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  175/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  176/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  72 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  178/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  72 Batch  179/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  180/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  72 Batch  181/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  72 Batch  182/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  72 Batch  183/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  72 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.016
Epoch  72 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  72 Batch  187/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  188/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.006
Epoch  72 Batch  190/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  72 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  72 Batch  194/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  195/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  72 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  72 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  72 Batch  198/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  72 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  72 Batch  200/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.008
Epoch  72 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  72 Batch  202/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  72 Batch  203/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  72 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  72 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  72 Batch  206/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  72 Batch  207/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  72 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  72 Batch  211/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.011
Epoch  72 Batch  212/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  72 Batch  213/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  72 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  215/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  72 Batch  216/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  72 Batch  217/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.010
Epoch  72 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  72 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  72 Batch  220/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  72 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  72 Batch  223/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  72 Batch  224/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.013
Epoch  72 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch  226/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  72 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  72 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  72 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  72 Batch  230/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  72 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch  232/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.008
Epoch  72 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  72 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  72 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.007
Epoch  72 Batch  236/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  72 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  72 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  72 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  72 Batch  240/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  72 Batch  241/269 - Train Accuracy:  0.960, Validation Accuracy:  0.970, Loss:  0.013
Epoch  72 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  72 Batch  243/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch  244/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.008
Epoch  72 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  72 Batch  247/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  72 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  72 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  72 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.010
Epoch  72 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.006
Epoch  72 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  72 Batch  253/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch  254/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.011
Epoch  72 Batch  255/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  72 Batch  256/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.008
Epoch  72 Batch  257/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  72 Batch  260/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  72 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.011
Epoch  72 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  72 Batch  264/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  72 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.011
Epoch  72 Batch  266/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.006
Epoch  72 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  73 Batch    0/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  73 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  73 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  73 Batch    3/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch    4/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.008
Epoch  73 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  73 Batch    6/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  73 Batch    7/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  73 Batch    8/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch    9/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch   10/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  73 Batch   11/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch   12/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  73 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.006
Epoch  73 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  73 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  73 Batch   16/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  73 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  73 Batch   18/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.007
Epoch  73 Batch   20/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  73 Batch   21/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch   22/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  73 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.007
Epoch  73 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  73 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  73 Batch   26/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  73 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch   28/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch   29/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  73 Batch   31/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch   32/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  73 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  73 Batch   34/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  73 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.016
Epoch  73 Batch   36/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  73 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  73 Batch   38/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  73 Batch   39/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  73 Batch   40/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  73 Batch   41/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.008
Epoch  73 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  73 Batch   43/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  73 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  73 Batch   45/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch   46/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  73 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.007
Epoch  73 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.010
Epoch  73 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.005
Epoch  73 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.013
Epoch  73 Batch   51/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch   52/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  73 Batch   55/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch   56/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.010
Epoch  73 Batch   57/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  73 Batch   58/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  73 Batch   59/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  73 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch   61/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  73 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  73 Batch   64/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  73 Batch   66/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.012
Epoch  73 Batch   69/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.013
Epoch  73 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  73 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  73 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  73 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  73 Batch   75/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  73 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  73 Batch   77/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  73 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  73 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  73 Batch   80/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  73 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch   83/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.013
Epoch  73 Batch   84/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  73 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  73 Batch   86/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  73 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  73 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  73 Batch   90/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch   91/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  73 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  73 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  73 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  73 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  73 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  73 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  73 Batch   99/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  73 Batch  100/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  73 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.015
Epoch  73 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  73 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch  104/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  73 Batch  105/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  73 Batch  106/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch  107/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.008
Epoch  73 Batch  108/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch  109/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.011
Epoch  73 Batch  110/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  73 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  73 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  73 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  73 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch  115/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  73 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  73 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  73 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  73 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.007
Epoch  73 Batch  120/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  73 Batch  121/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  73 Batch  122/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch  123/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  73 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  73 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.008
Epoch  73 Batch  126/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  73 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch  128/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  73 Batch  129/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  73 Batch  130/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  73 Batch  131/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch  132/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  73 Batch  133/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  73 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  73 Batch  135/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  73 Batch  136/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch  137/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  73 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.012
Epoch  73 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  73 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  73 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  73 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  73 Batch  146/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  73 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  73 Batch  149/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.012
Epoch  73 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  73 Batch  151/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  73 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  73 Batch  153/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  73 Batch  154/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  73 Batch  155/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  73 Batch  156/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  73 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  73 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  73 Batch  161/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  73 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  73 Batch  163/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.012
Epoch  73 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  73 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  73 Batch  166/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  73 Batch  168/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  73 Batch  169/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  73 Batch  170/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  73 Batch  171/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  73 Batch  172/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.013
Epoch  73 Batch  173/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch  174/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  73 Batch  175/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  73 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  73 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  73 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  73 Batch  179/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  73 Batch  180/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.008
Epoch  73 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  73 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.008
Epoch  73 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.006
Epoch  73 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.009
Epoch  73 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.954, Loss:  0.009
Epoch  73 Batch  186/269 - Train Accuracy:  0.981, Validation Accuracy:  0.955, Loss:  0.008
Epoch  73 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.011
Epoch  73 Batch  188/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.009
Epoch  73 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.008
Epoch  73 Batch  190/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  73 Batch  191/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  73 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  73 Batch  193/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  73 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.007
Epoch  73 Batch  195/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  73 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  73 Batch  199/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  73 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.008
Epoch  73 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  73 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  73 Batch  203/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  73 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.011
Epoch  73 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  73 Batch  206/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  73 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.007
Epoch  73 Batch  208/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  73 Batch  209/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  73 Batch  210/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.007
Epoch  73 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  73 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  73 Batch  213/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.006
Epoch  73 Batch  214/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  73 Batch  215/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  73 Batch  216/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  73 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  73 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.009
Epoch  73 Batch  219/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.007
Epoch  73 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.007
Epoch  73 Batch  221/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  73 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.007
Epoch  73 Batch  223/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  73 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.013
Epoch  73 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  73 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  73 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  73 Batch  229/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  230/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.005
Epoch  73 Batch  231/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  73 Batch  234/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  73 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  236/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch  237/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  73 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  73 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  73 Batch  240/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  73 Batch  241/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  73 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  73 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  73 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  73 Batch  245/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.011
Epoch  73 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  73 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  73 Batch  248/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  73 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  73 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  73 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  73 Batch  252/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  73 Batch  253/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  73 Batch  254/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  73 Batch  255/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  73 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  73 Batch  257/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.013
Epoch  73 Batch  258/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  73 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  73 Batch  260/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  73 Batch  261/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  73 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  73 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  73 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  73 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.009
Epoch  73 Batch  266/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.006
Epoch  73 Batch  267/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  74 Batch    0/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  74 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  74 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  74 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  74 Batch    5/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch    7/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  74 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch    9/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  74 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  74 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  74 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  74 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.016
Epoch  74 Batch   17/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  74 Batch   20/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  74 Batch   21/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  74 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.012
Epoch  74 Batch   24/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  74 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch   26/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  74 Batch   29/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch   30/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  74 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  74 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.006
Epoch  74 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  74 Batch   34/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  74 Batch   35/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.014
Epoch  74 Batch   36/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  74 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  74 Batch   38/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.007
Epoch  74 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.006
Epoch  74 Batch   40/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  74 Batch   41/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  74 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  74 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  74 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  74 Batch   45/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.010
Epoch  74 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.007
Epoch  74 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  74 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.008
Epoch  74 Batch   49/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch   50/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  74 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  74 Batch   52/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch   53/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  74 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch   55/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch   56/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  74 Batch   57/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  74 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch   59/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  74 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  74 Batch   61/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  74 Batch   62/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  74 Batch   63/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  74 Batch   65/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  74 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.974, Loss:  0.010
Epoch  74 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.010
Epoch  74 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  74 Batch   69/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch   70/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  74 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  74 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  74 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  74 Batch   75/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.009
Epoch  74 Batch   76/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  74 Batch   77/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.008
Epoch  74 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.009
Epoch  74 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  74 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  74 Batch   82/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  74 Batch   83/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.012
Epoch  74 Batch   84/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  74 Batch   85/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  74 Batch   86/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  74 Batch   87/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  74 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  74 Batch   90/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.007
Epoch  74 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  74 Batch   92/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  74 Batch   93/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.007
Epoch  74 Batch   94/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  74 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch   96/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  74 Batch   97/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch   98/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  74 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  74 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  74 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  74 Batch  102/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  74 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  74 Batch  104/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.011
Epoch  74 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  74 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  74 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.009
Epoch  74 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  74 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.009
Epoch  74 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  74 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.008
Epoch  74 Batch  112/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  74 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch  114/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  74 Batch  115/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  74 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.009
Epoch  74 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.009
Epoch  74 Batch  118/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  74 Batch  119/269 - Train Accuracy:  0.962, Validation Accuracy:  0.957, Loss:  0.011
Epoch  74 Batch  120/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.011
Epoch  74 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  74 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  74 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  74 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  74 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  74 Batch  126/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  74 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  74 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch  129/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  74 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.014
Epoch  74 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  74 Batch  132/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.012
Epoch  74 Batch  133/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  74 Batch  134/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  74 Batch  135/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  74 Batch  136/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.013
Epoch  74 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.017
Epoch  74 Batch  138/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch  140/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  74 Batch  141/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.013
Epoch  74 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.015
Epoch  74 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  74 Batch  144/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  74 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  74 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.012
Epoch  74 Batch  148/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch  149/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  74 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch  151/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  74 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch  153/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  74 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  74 Batch  155/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch  156/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch  158/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  74 Batch  159/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch  160/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  74 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  74 Batch  162/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  74 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  74 Batch  165/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  74 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.011
Epoch  74 Batch  167/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  74 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  74 Batch  169/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  74 Batch  170/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.012
Epoch  74 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  74 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch  173/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch  174/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  74 Batch  178/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  74 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch  180/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  74 Batch  181/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  74 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  74 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  74 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  74 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  74 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  74 Batch  187/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch  188/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.010
Epoch  74 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  74 Batch  190/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch  191/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  74 Batch  192/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  74 Batch  193/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.007
Epoch  74 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  74 Batch  195/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  74 Batch  196/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  74 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch  198/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  74 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch  200/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.011
Epoch  74 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  74 Batch  202/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  74 Batch  203/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  74 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  74 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch  206/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  74 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  74 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  74 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  74 Batch  210/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.008
Epoch  74 Batch  211/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.011
Epoch  74 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  74 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  74 Batch  215/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  74 Batch  216/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.015
Epoch  74 Batch  217/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  74 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.009
Epoch  74 Batch  219/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.012
Epoch  74 Batch  220/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  74 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  74 Batch  222/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  74 Batch  223/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.007
Epoch  74 Batch  224/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.012
Epoch  74 Batch  225/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  74 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.010
Epoch  74 Batch  227/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.012
Epoch  74 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.009
Epoch  74 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  74 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  74 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  74 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  74 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.009
Epoch  74 Batch  234/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  74 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  74 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  74 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  74 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  74 Batch  239/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  74 Batch  240/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.008
Epoch  74 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.971, Loss:  0.010
Epoch  74 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch  243/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  74 Batch  244/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  74 Batch  245/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch  246/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.011
Epoch  74 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  74 Batch  248/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  74 Batch  249/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  74 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.011
Epoch  74 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  74 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  74 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  74 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  74 Batch  255/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  74 Batch  256/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  74 Batch  257/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.008
Epoch  74 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  74 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch  260/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  74 Batch  261/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.009
Epoch  74 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  74 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  74 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  74 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  74 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  74 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  75 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  75 Batch    1/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  75 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  75 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  75 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.011
Epoch  75 Batch    5/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch    6/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  75 Batch    7/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch    8/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  75 Batch    9/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  75 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch   11/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.012
Epoch  75 Batch   12/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.014
Epoch  75 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  75 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  75 Batch   16/269 - Train Accuracy:  0.960, Validation Accuracy:  0.969, Loss:  0.011
Epoch  75 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  75 Batch   18/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  75 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  75 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  75 Batch   21/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.011
Epoch  75 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch   25/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch   26/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  75 Batch   27/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  75 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  75 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  75 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  75 Batch   34/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  75 Batch   35/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.013
Epoch  75 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  75 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  75 Batch   38/269 - Train Accuracy:  0.967, Validation Accuracy:  0.972, Loss:  0.009
Epoch  75 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  75 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  75 Batch   41/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.007
Epoch  75 Batch   42/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  75 Batch   43/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  75 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.008
Epoch  75 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.974, Loss:  0.008
Epoch  75 Batch   46/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.006
Epoch  75 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.006
Epoch  75 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.011
Epoch  75 Batch   49/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.008
Epoch  75 Batch   50/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.013
Epoch  75 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  75 Batch   52/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  75 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  75 Batch   54/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.009
Epoch  75 Batch   55/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  75 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  75 Batch   57/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  75 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  75 Batch   59/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.007
Epoch  75 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  75 Batch   61/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch   62/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  75 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  75 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch   67/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch   68/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  75 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  75 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  75 Batch   72/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  75 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  75 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  75 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  75 Batch   77/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  75 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch   80/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.010
Epoch  75 Batch   81/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  75 Batch   82/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.006
Epoch  75 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  75 Batch   84/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch   85/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  75 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  75 Batch   88/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch   90/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.007
Epoch  75 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  75 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  75 Batch   93/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  75 Batch   94/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  75 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  75 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  75 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  75 Batch   98/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  75 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  75 Batch  101/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  75 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.007
Epoch  75 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  75 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.010
Epoch  75 Batch  105/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  75 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  75 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.009
Epoch  75 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  75 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  75 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  75 Batch  111/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  75 Batch  112/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  75 Batch  113/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  75 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.012
Epoch  75 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  75 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  75 Batch  118/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.007
Epoch  75 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.009
Epoch  75 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  75 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  75 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.013
Epoch  75 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.022
Epoch  75 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.015
Epoch  75 Batch  126/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  75 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.016
Epoch  75 Batch  128/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.013
Epoch  75 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  75 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  75 Batch  131/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch  132/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.009
Epoch  75 Batch  133/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  75 Batch  134/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.013
Epoch  75 Batch  135/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  75 Batch  136/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  75 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  75 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch  139/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  75 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  75 Batch  142/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.012
Epoch  75 Batch  143/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.012
Epoch  75 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  75 Batch  145/269 - Train Accuracy:  0.983, Validation Accuracy:  0.969, Loss:  0.006
Epoch  75 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  75 Batch  147/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  75 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  75 Batch  149/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  75 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.011
Epoch  75 Batch  151/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  75 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  75 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.011
Epoch  75 Batch  154/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  75 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  75 Batch  156/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  75 Batch  157/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  75 Batch  158/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch  159/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  75 Batch  160/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  161/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  75 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  75 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.006
Epoch  75 Batch  164/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.011
Epoch  75 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  75 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  75 Batch  169/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  75 Batch  170/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  75 Batch  171/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.010
Epoch  75 Batch  172/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.012
Epoch  75 Batch  173/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  75 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  175/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  75 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  75 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  75 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  75 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  75 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  75 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  75 Batch  182/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  183/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.005
Epoch  75 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch  186/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.005
Epoch  75 Batch  187/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch  188/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch  189/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  75 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  191/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  75 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  75 Batch  193/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  75 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch  195/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  75 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  75 Batch  197/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  75 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch  199/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  75 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.006
Epoch  75 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  75 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.006
Epoch  75 Batch  205/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  75 Batch  206/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  75 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  75 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  75 Batch  209/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  75 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  75 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  75 Batch  212/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  75 Batch  213/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  75 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  75 Batch  215/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.006
Epoch  75 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.013
Epoch  75 Batch  217/269 - Train Accuracy:  0.966, Validation Accuracy:  0.961, Loss:  0.011
Epoch  75 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.007
Epoch  75 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  220/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  75 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  75 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  223/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.006
Epoch  75 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.012
Epoch  75 Batch  225/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.011
Epoch  75 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  75 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  75 Batch  228/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  75 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  75 Batch  231/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  233/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  75 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  75 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.006
Epoch  75 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  75 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  75 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  75 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  75 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  75 Batch  241/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  75 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  75 Batch  243/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  75 Batch  244/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  75 Batch  245/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  75 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  75 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  75 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  75 Batch  249/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  75 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  75 Batch  252/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.007
Epoch  75 Batch  253/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  75 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  75 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  75 Batch  256/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  257/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  75 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  75 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  75 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  75 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  75 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  75 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  75 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  75 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  76 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch    2/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  76 Batch    4/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  76 Batch    5/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch    6/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  76 Batch    7/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  76 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  76 Batch    9/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  76 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  76 Batch   11/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  76 Batch   12/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  76 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  76 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.013
Epoch  76 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch   18/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  76 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.007
Epoch  76 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  76 Batch   21/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  76 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  76 Batch   23/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  76 Batch   24/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  76 Batch   25/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch   26/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch   27/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  76 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  76 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  76 Batch   30/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  76 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  76 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  76 Batch   33/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  76 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  76 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.013
Epoch  76 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  76 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.010
Epoch  76 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  76 Batch   39/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  76 Batch   40/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  76 Batch   41/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  76 Batch   42/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  76 Batch   43/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  76 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  76 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  76 Batch   47/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.007
Epoch  76 Batch   48/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  76 Batch   50/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  76 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  76 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch   54/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  76 Batch   55/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.011
Epoch  76 Batch   57/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  76 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  76 Batch   60/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  76 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch   63/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  76 Batch   64/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  76 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  76 Batch   66/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch   67/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  76 Batch   68/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  76 Batch   69/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  76 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  76 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.012
Epoch  76 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch   74/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  76 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  76 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch   77/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  76 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  76 Batch   79/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  76 Batch   80/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.007
Epoch  76 Batch   81/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  76 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  76 Batch   83/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  76 Batch   84/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  76 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  76 Batch   86/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  76 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  76 Batch   88/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.009
Epoch  76 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  76 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.006
Epoch  76 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  76 Batch   92/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  76 Batch   93/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.006
Epoch  76 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.014
Epoch  76 Batch   95/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.006
Epoch  76 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  76 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  76 Batch   98/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  76 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  76 Batch  100/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  76 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  76 Batch  102/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  76 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  76 Batch  105/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  76 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  76 Batch  107/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  76 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  76 Batch  109/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  76 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch  112/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  76 Batch  113/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  76 Batch  114/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.008
Epoch  76 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.009
Epoch  76 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  76 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  76 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  76 Batch  119/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.011
Epoch  76 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.007
Epoch  76 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  122/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.007
Epoch  76 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.006
Epoch  76 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  76 Batch  126/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  76 Batch  127/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  76 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.007
Epoch  76 Batch  130/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch  132/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  76 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  76 Batch  135/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  76 Batch  136/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  137/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  76 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch  139/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  76 Batch  140/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  141/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  76 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  76 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  76 Batch  145/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.004
Epoch  76 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  76 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  76 Batch  149/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  76 Batch  150/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  152/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.006
Epoch  76 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  154/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  76 Batch  155/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  76 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  76 Batch  157/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch  158/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.009
Epoch  76 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  76 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  76 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  76 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch  163/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.005
Epoch  76 Batch  164/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch  165/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  76 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  76 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  76 Batch  169/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  170/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  76 Batch  171/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  76 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  76 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  76 Batch  177/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  76 Batch  178/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  76 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  76 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  76 Batch  181/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  76 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  76 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  76 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.008
Epoch  76 Batch  185/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  76 Batch  186/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.006
Epoch  76 Batch  187/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  76 Batch  188/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch  189/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.005
Epoch  76 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch  191/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  76 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  76 Batch  194/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  76 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch  196/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  76 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  76 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.006
Epoch  76 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  76 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.008
Epoch  76 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  76 Batch  204/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.007
Epoch  76 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  76 Batch  206/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  76 Batch  207/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  76 Batch  208/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch  209/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  76 Batch  211/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  212/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  76 Batch  213/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  76 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  76 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  76 Batch  217/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.010
Epoch  76 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  76 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch  220/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.006
Epoch  76 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  76 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  76 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  76 Batch  224/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  76 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  76 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  76 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  76 Batch  231/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  76 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  76 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  234/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch  235/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.005
Epoch  76 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  76 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  76 Batch  238/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  76 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch  240/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch  241/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.012
Epoch  76 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  76 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  76 Batch  244/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  245/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  246/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  76 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  76 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  76 Batch  249/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  76 Batch  250/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.011
Epoch  76 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  76 Batch  253/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  76 Batch  254/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  76 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  76 Batch  256/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  76 Batch  257/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  76 Batch  258/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  76 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  76 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  76 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  76 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  76 Batch  264/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  76 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  76 Batch  266/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  76 Batch  267/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  77 Batch    0/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  77 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.005
Epoch  77 Batch    2/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  77 Batch    3/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.005
Epoch  77 Batch    4/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  77 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  77 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  77 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  77 Batch    8/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.011
Epoch  77 Batch    9/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  77 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  77 Batch   11/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  77 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  77 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.007
Epoch  77 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  77 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.005
Epoch  77 Batch   16/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.012
Epoch  77 Batch   17/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  77 Batch   18/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  77 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.007
Epoch  77 Batch   20/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  77 Batch   21/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  77 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  77 Batch   23/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  77 Batch   24/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  77 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch   26/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch   27/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  77 Batch   28/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  77 Batch   30/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  77 Batch   31/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  77 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  77 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.008
Epoch  77 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  77 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  77 Batch   36/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  77 Batch   37/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  77 Batch   38/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  77 Batch   39/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  77 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  77 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  77 Batch   42/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  77 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  77 Batch   44/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.012
Epoch  77 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch   46/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch   47/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  77 Batch   49/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  77 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  77 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  77 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  77 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  77 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  77 Batch   55/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  77 Batch   56/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  77 Batch   57/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  77 Batch   58/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  77 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  77 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  77 Batch   61/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.011
Epoch  77 Batch   62/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  77 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  77 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  77 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  77 Batch   66/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  77 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  77 Batch   68/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.013
Epoch  77 Batch   69/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  77 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  77 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  77 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  77 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  77 Batch   75/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  77 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.007
Epoch  77 Batch   77/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  77 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  77 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  77 Batch   80/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  77 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  77 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.005
Epoch  77 Batch   83/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  77 Batch   84/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  77 Batch   85/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  77 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  77 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  77 Batch   88/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  77 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  77 Batch   90/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.008
Epoch  77 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  77 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  77 Batch   93/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.007
Epoch  77 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  77 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  77 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  77 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  77 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  77 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  77 Batch  101/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  77 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  77 Batch  103/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  77 Batch  104/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  77 Batch  105/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  106/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  77 Batch  107/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  77 Batch  108/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  77 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  77 Batch  111/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  77 Batch  112/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  77 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  77 Batch  114/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  77 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  77 Batch  116/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  77 Batch  117/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  77 Batch  118/269 - Train Accuracy:  0.983, Validation Accuracy:  0.961, Loss:  0.008
Epoch  77 Batch  119/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  77 Batch  120/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  77 Batch  122/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  77 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  77 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  77 Batch  126/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.008
Epoch  77 Batch  127/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  77 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  129/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  77 Batch  131/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  77 Batch  132/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  77 Batch  133/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  134/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  77 Batch  135/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  77 Batch  136/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  137/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  77 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  77 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  77 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  77 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  142/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.007
Epoch  77 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  77 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.004
Epoch  77 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  77 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  77 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  77 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.010
Epoch  77 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.009
Epoch  77 Batch  152/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  77 Batch  153/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.007
Epoch  77 Batch  154/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  77 Batch  155/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.007
Epoch  77 Batch  156/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  77 Batch  157/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  77 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  77 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  77 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  77 Batch  161/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  77 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  77 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  77 Batch  167/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  77 Batch  168/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.012
Epoch  77 Batch  169/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  77 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  77 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  77 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  77 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  77 Batch  175/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  77 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  77 Batch  177/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  77 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  77 Batch  179/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  77 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  77 Batch  181/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  182/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  77 Batch  183/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  77 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  77 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  77 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.007
Epoch  77 Batch  187/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  77 Batch  188/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  77 Batch  189/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  77 Batch  190/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.006
Epoch  77 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  77 Batch  193/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  77 Batch  194/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  77 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  77 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  77 Batch  197/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  77 Batch  198/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  77 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  77 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.006
Epoch  77 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  77 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  77 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  77 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  77 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.006
Epoch  77 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  77 Batch  207/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  77 Batch  208/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  209/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  77 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  77 Batch  211/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  77 Batch  213/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.012
Epoch  77 Batch  215/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  77 Batch  216/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  77 Batch  217/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  77 Batch  218/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  77 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  77 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  77 Batch  223/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  77 Batch  224/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  77 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  77 Batch  226/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  77 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  77 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  77 Batch  229/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.011
Epoch  77 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  77 Batch  231/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  77 Batch  232/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.012
Epoch  77 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.012
Epoch  77 Batch  234/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  77 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  236/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  77 Batch  237/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  77 Batch  238/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  77 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  77 Batch  241/269 - Train Accuracy:  0.961, Validation Accuracy:  0.968, Loss:  0.011
Epoch  77 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  77 Batch  243/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  77 Batch  244/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  77 Batch  245/269 - Train Accuracy:  0.962, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  77 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  77 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  77 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  77 Batch  251/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  77 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  77 Batch  253/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.008
Epoch  77 Batch  254/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  77 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  77 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  77 Batch  257/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  77 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  77 Batch  259/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  77 Batch  260/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  77 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  77 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  77 Batch  263/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  77 Batch  264/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  77 Batch  265/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  77 Batch  266/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  77 Batch  267/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  78 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  78 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  78 Batch    3/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  78 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  78 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  78 Batch    6/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.010
Epoch  78 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  78 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  78 Batch    9/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  78 Batch   10/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.006
Epoch  78 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  78 Batch   12/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  78 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  78 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  78 Batch   15/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  78 Batch   16/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  78 Batch   17/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch   18/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch   19/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.012
Epoch  78 Batch   21/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  78 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  78 Batch   23/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  78 Batch   26/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  78 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  78 Batch   28/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.008
Epoch  78 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  78 Batch   30/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  78 Batch   31/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch   32/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  78 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch   34/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.016
Epoch  78 Batch   36/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.011
Epoch  78 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  78 Batch   40/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.012
Epoch  78 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch   42/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  78 Batch   43/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch   44/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.013
Epoch  78 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  78 Batch   46/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  78 Batch   47/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch   49/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  78 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.012
Epoch  78 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch   53/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.007
Epoch  78 Batch   55/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.011
Epoch  78 Batch   56/269 - Train Accuracy:  0.965, Validation Accuracy:  0.972, Loss:  0.010
Epoch  78 Batch   57/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.014
Epoch  78 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.010
Epoch  78 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.006
Epoch  78 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.013
Epoch  78 Batch   61/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.010
Epoch  78 Batch   62/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.012
Epoch  78 Batch   63/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  78 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  78 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  78 Batch   68/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  78 Batch   69/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  78 Batch   70/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  78 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  78 Batch   72/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  78 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  78 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  78 Batch   75/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  78 Batch   76/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  78 Batch   77/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  78 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  78 Batch   79/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch   80/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.006
Epoch  78 Batch   81/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.010
Epoch  78 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.011
Epoch  78 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  78 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  78 Batch   86/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.010
Epoch  78 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch   89/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  78 Batch   90/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch   92/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.007
Epoch  78 Batch   93/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.010
Epoch  78 Batch   94/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.012
Epoch  78 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  78 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch   97/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch   98/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  78 Batch   99/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  78 Batch  100/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.011
Epoch  78 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  78 Batch  102/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  78 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  78 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch  106/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch  107/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  109/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.010
Epoch  78 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  111/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  78 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  78 Batch  113/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  78 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  78 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  78 Batch  116/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.005
Epoch  78 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  78 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  78 Batch  119/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  78 Batch  120/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  78 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  78 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch  123/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch  126/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  78 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.010
Epoch  78 Batch  128/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.006
Epoch  78 Batch  129/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.010
Epoch  78 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.974, Loss:  0.010
Epoch  78 Batch  132/269 - Train Accuracy:  0.965, Validation Accuracy:  0.974, Loss:  0.010
Epoch  78 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.008
Epoch  78 Batch  134/269 - Train Accuracy:  0.969, Validation Accuracy:  0.974, Loss:  0.009
Epoch  78 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.006
Epoch  78 Batch  136/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.009
Epoch  78 Batch  137/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.008
Epoch  78 Batch  138/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.007
Epoch  78 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.006
Epoch  78 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  78 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.007
Epoch  78 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.013
Epoch  78 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.009
Epoch  78 Batch  144/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.009
Epoch  78 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.005
Epoch  78 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  78 Batch  147/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.009
Epoch  78 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.007
Epoch  78 Batch  149/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch  150/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  78 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  153/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch  155/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch  156/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  78 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch  159/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch  161/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  78 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch  164/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  167/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  78 Batch  168/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  169/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  170/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  78 Batch  171/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  173/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  175/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  78 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  78 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  78 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch  179/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  78 Batch  180/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  78 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  183/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.005
Epoch  78 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  78 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  78 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch  187/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch  188/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.011
Epoch  78 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.011
Epoch  78 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  78 Batch  192/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  78 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  78 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  197/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  78 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  199/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  78 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  78 Batch  202/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.008
Epoch  78 Batch  203/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.010
Epoch  78 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  78 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  78 Batch  206/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  78 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  78 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  78 Batch  210/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.008
Epoch  78 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  78 Batch  212/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  78 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  78 Batch  214/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  78 Batch  215/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  78 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch  217/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  78 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch  219/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.005
Epoch  78 Batch  220/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  78 Batch  221/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  78 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  78 Batch  223/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  78 Batch  224/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  78 Batch  225/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  78 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  78 Batch  227/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  78 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  78 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  78 Batch  230/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  78 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  78 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.010
Epoch  78 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  78 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.007
Epoch  78 Batch  236/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  78 Batch  237/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.010
Epoch  78 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  78 Batch  239/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.012
Epoch  78 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  78 Batch  241/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.010
Epoch  78 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  78 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.008
Epoch  78 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  78 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  78 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  78 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  78 Batch  249/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  78 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.011
Epoch  78 Batch  251/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  78 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  78 Batch  253/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  78 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  78 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  78 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  78 Batch  257/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  78 Batch  258/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  78 Batch  259/269 - Train Accuracy:  0.977, Validation Accuracy:  0.957, Loss:  0.009
Epoch  78 Batch  260/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.006
Epoch  78 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.007
Epoch  78 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  78 Batch  263/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  78 Batch  264/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  78 Batch  265/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.006
Epoch  78 Batch  266/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.006
Epoch  78 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  79 Batch    0/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.009
Epoch  79 Batch    1/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  79 Batch    2/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  79 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.006
Epoch  79 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  79 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.011
Epoch  79 Batch    6/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.006
Epoch  79 Batch    7/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.010
Epoch  79 Batch    8/269 - Train Accuracy:  0.977, Validation Accuracy:  0.958, Loss:  0.011
Epoch  79 Batch    9/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.008
Epoch  79 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.007
Epoch  79 Batch   11/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.007
Epoch  79 Batch   12/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.014
Epoch  79 Batch   13/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  79 Batch   14/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  79 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  79 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.013
Epoch  79 Batch   17/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch   18/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  79 Batch   20/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  79 Batch   21/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  79 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  79 Batch   23/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  79 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.015
Epoch  79 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.013
Epoch  79 Batch   26/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  79 Batch   27/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   30/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  79 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  79 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.004
Epoch  79 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  79 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.016
Epoch  79 Batch   36/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   37/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.007
Epoch  79 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.009
Epoch  79 Batch   39/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.006
Epoch  79 Batch   40/269 - Train Accuracy:  0.967, Validation Accuracy:  0.972, Loss:  0.010
Epoch  79 Batch   41/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  79 Batch   42/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.005
Epoch  79 Batch   43/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  79 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  79 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  79 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.005
Epoch  79 Batch   48/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  79 Batch   49/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch   50/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  79 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  79 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  79 Batch   54/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  79 Batch   55/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch   56/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch   57/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.013
Epoch  79 Batch   58/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   59/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  79 Batch   61/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   62/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  79 Batch   63/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  79 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.010
Epoch  79 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   67/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  79 Batch   68/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  79 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  79 Batch   70/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  79 Batch   71/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  79 Batch   74/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  79 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.008
Epoch  79 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch   77/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  79 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  79 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  79 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  79 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  79 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch   86/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  79 Batch   87/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  79 Batch   88/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  79 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch   92/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch   93/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  79 Batch   94/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  79 Batch   96/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  79 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch   98/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch  101/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  79 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  79 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  79 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.014
Epoch  79 Batch  105/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  79 Batch  106/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  79 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.007
Epoch  79 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  79 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  79 Batch  112/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  79 Batch  113/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  79 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  79 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  79 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  79 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  79 Batch  118/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch  119/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch  120/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  79 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch  122/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch  123/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.007
Epoch  79 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  79 Batch  126/269 - Train Accuracy:  0.961, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  79 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  129/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  79 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  79 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  79 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  79 Batch  133/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  79 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch  136/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch  137/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  79 Batch  138/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  79 Batch  139/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  79 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch  141/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  79 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  79 Batch  143/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  79 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.005
Epoch  79 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  79 Batch  147/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  79 Batch  148/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  79 Batch  150/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.011
Epoch  79 Batch  152/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch  153/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch  154/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.010
Epoch  79 Batch  155/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.008
Epoch  79 Batch  156/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  79 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  79 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  79 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  79 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  79 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  79 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch  165/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  79 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  79 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  79 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  79 Batch  170/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  79 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  79 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  79 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.008
Epoch  79 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  79 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  79 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  79 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  79 Batch  179/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.011
Epoch  79 Batch  181/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  182/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  79 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  79 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  79 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.012
Epoch  79 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch  188/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  79 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.009
Epoch  79 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  79 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.005
Epoch  79 Batch  192/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.005
Epoch  79 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.007
Epoch  79 Batch  194/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.011
Epoch  79 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  79 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.008
Epoch  79 Batch  197/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.007
Epoch  79 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  79 Batch  199/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  79 Batch  200/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.006
Epoch  79 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.958, Loss:  0.009
Epoch  79 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  79 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.013
Epoch  79 Batch  204/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  79 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  79 Batch  206/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  79 Batch  207/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  79 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  79 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  79 Batch  210/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  79 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  79 Batch  212/269 - Train Accuracy:  0.963, Validation Accuracy:  0.960, Loss:  0.010
Epoch  79 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  79 Batch  214/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  79 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  79 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  79 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.009
Epoch  79 Batch  218/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.007
Epoch  79 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.010
Epoch  79 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.011
Epoch  79 Batch  221/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  79 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  79 Batch  223/269 - Train Accuracy:  0.982, Validation Accuracy:  0.962, Loss:  0.007
Epoch  79 Batch  224/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.015
Epoch  79 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  79 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  79 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  79 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  79 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  79 Batch  230/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.014
Epoch  79 Batch  231/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  79 Batch  232/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  79 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.009
Epoch  79 Batch  234/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  79 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch  236/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  79 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  79 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  79 Batch  240/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  79 Batch  241/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  79 Batch  242/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  79 Batch  243/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.008
Epoch  79 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  79 Batch  245/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch  246/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  79 Batch  247/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  79 Batch  248/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  79 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  79 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  79 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  79 Batch  253/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  79 Batch  254/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  79 Batch  255/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  79 Batch  256/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  79 Batch  257/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.013
Epoch  79 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  79 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  79 Batch  260/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  79 Batch  261/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  79 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  79 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  79 Batch  264/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.014
Epoch  79 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  79 Batch  266/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.009
Epoch  79 Batch  267/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.013
Epoch  80 Batch    0/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  80 Batch    1/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  80 Batch    2/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.009
Epoch  80 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch    4/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  80 Batch    5/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  80 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  80 Batch    7/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch    8/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  80 Batch    9/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.007
Epoch  80 Batch   10/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.009
Epoch  80 Batch   11/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.013
Epoch  80 Batch   12/269 - Train Accuracy:  0.962, Validation Accuracy:  0.964, Loss:  0.014
Epoch  80 Batch   13/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  80 Batch   15/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  80 Batch   16/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.014
Epoch  80 Batch   17/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  80 Batch   18/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.012
Epoch  80 Batch   19/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  80 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  80 Batch   21/269 - Train Accuracy:  0.963, Validation Accuracy:  0.969, Loss:  0.011
Epoch  80 Batch   22/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  80 Batch   23/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  80 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  80 Batch   25/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  80 Batch   26/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  80 Batch   27/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  80 Batch   28/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  80 Batch   30/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  80 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  80 Batch   33/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  80 Batch   34/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  80 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.014
Epoch  80 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  80 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  80 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  80 Batch   41/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  80 Batch   42/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  80 Batch   43/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.009
Epoch  80 Batch   44/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  80 Batch   45/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  80 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  80 Batch   47/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  80 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  80 Batch   49/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  80 Batch   50/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  80 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.013
Epoch  80 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  80 Batch   53/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  80 Batch   54/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  80 Batch   55/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  80 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.009
Epoch  80 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.012
Epoch  80 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  80 Batch   59/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  80 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  80 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  80 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.013
Epoch  80 Batch   63/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  80 Batch   64/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  80 Batch   65/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.013
Epoch  80 Batch   66/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  80 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  80 Batch   68/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.011
Epoch  80 Batch   69/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.014
Epoch  80 Batch   70/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.012
Epoch  80 Batch   71/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.013
Epoch  80 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  80 Batch   73/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.013
Epoch  80 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.012
Epoch  80 Batch   75/269 - Train Accuracy:  0.963, Validation Accuracy:  0.965, Loss:  0.014
Epoch  80 Batch   76/269 - Train Accuracy:  0.964, Validation Accuracy:  0.967, Loss:  0.012
Epoch  80 Batch   77/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.010
Epoch  80 Batch   78/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.012
Epoch  80 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  80 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.008
Epoch  80 Batch   81/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  80 Batch   82/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  80 Batch   83/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.014
Epoch  80 Batch   84/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  80 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  80 Batch   86/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  80 Batch   87/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  80 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.010
Epoch  80 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  80 Batch   90/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.011
Epoch  80 Batch   91/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch   93/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  80 Batch   94/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.017
Epoch  80 Batch   95/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch   96/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  80 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  80 Batch   98/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.008
Epoch  80 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.006
Epoch  80 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  80 Batch  101/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.017
Epoch  80 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.007
Epoch  80 Batch  103/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.011
Epoch  80 Batch  104/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch  105/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  80 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch  108/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  80 Batch  109/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  80 Batch  110/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  80 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch  112/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  80 Batch  113/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  80 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  80 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.011
Epoch  80 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  80 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  80 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.010
Epoch  80 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch  121/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  80 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  80 Batch  123/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.008
Epoch  80 Batch  124/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  80 Batch  126/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  80 Batch  127/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  80 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  80 Batch  129/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.010
Epoch  80 Batch  130/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.010
Epoch  80 Batch  131/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.013
Epoch  80 Batch  132/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  80 Batch  133/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.012
Epoch  80 Batch  134/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  80 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  80 Batch  136/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.007
Epoch  80 Batch  137/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  80 Batch  138/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  80 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  80 Batch  140/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  80 Batch  141/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.012
Epoch  80 Batch  142/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  80 Batch  143/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  80 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  80 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  80 Batch  146/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch  147/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  80 Batch  148/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  80 Batch  149/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  80 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  80 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  80 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  80 Batch  153/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  80 Batch  154/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  80 Batch  156/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  80 Batch  157/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  80 Batch  158/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch  159/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  80 Batch  160/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  80 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.006
Epoch  80 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.009
Epoch  80 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  80 Batch  164/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  80 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  80 Batch  166/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  80 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  80 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  80 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.010
Epoch  80 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.010
Epoch  80 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  80 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.012
Epoch  80 Batch  173/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.008
Epoch  80 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  80 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  80 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.006
Epoch  80 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  80 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.012
Epoch  80 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.008
Epoch  80 Batch  180/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.010
Epoch  80 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.014
Epoch  80 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.008
Epoch  80 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.006
Epoch  80 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  80 Batch  185/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  80 Batch  186/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.007
Epoch  80 Batch  187/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.007
Epoch  80 Batch  188/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  80 Batch  189/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  80 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  80 Batch  192/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  80 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  80 Batch  194/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch  195/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  80 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  80 Batch  197/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  80 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  80 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.008
Epoch  80 Batch  200/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch  201/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  80 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  80 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  80 Batch  204/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  80 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  80 Batch  206/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.013
Epoch  80 Batch  207/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  80 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  80 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  80 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  80 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.009
Epoch  80 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  80 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.012
Epoch  80 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.009
Epoch  80 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  80 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  80 Batch  217/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.013
Epoch  80 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  80 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  80 Batch  220/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  80 Batch  221/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.005
Epoch  80 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  80 Batch  224/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.013
Epoch  80 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.012
Epoch  80 Batch  226/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  80 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  80 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  80 Batch  229/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  80 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  80 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.013
Epoch  80 Batch  232/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  80 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.013
Epoch  80 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  80 Batch  235/269 - Train Accuracy:  0.984, Validation Accuracy:  0.970, Loss:  0.006
Epoch  80 Batch  236/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  80 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  80 Batch  238/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  80 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  80 Batch  240/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  80 Batch  241/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  80 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch  243/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.008
Epoch  80 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  80 Batch  245/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  80 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.012
Epoch  80 Batch  247/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  80 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  80 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  80 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  80 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  80 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  80 Batch  253/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  80 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.014
Epoch  80 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  80 Batch  256/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  80 Batch  257/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  80 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  80 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  80 Batch  260/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  80 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  80 Batch  262/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  80 Batch  263/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  80 Batch  264/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.013
Epoch  80 Batch  265/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  80 Batch  266/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  80 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  81 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  81 Batch    1/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  81 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch    3/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  81 Batch    4/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  81 Batch    5/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  81 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  81 Batch    8/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  81 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  81 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  81 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.011
Epoch  81 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  81 Batch   14/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  81 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  81 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  81 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  81 Batch   18/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  81 Batch   20/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.010
Epoch  81 Batch   21/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.013
Epoch  81 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch   23/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.013
Epoch  81 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.012
Epoch  81 Batch   25/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  81 Batch   26/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.013
Epoch  81 Batch   28/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.016
Epoch  81 Batch   29/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  81 Batch   30/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.012
Epoch  81 Batch   31/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  81 Batch   32/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  81 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  81 Batch   34/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  81 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.015
Epoch  81 Batch   36/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  81 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.011
Epoch  81 Batch   38/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.012
Epoch  81 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  81 Batch   40/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.010
Epoch  81 Batch   41/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.009
Epoch  81 Batch   42/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  81 Batch   43/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  81 Batch   44/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.012
Epoch  81 Batch   45/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.016
Epoch  81 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  81 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  81 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch   49/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch   50/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.013
Epoch  81 Batch   51/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  81 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  81 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.010
Epoch  81 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  81 Batch   55/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.016
Epoch  81 Batch   57/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  81 Batch   58/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  81 Batch   59/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  81 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  81 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  81 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  81 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.010
Epoch  81 Batch   65/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch   66/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  81 Batch   67/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.012
Epoch  81 Batch   68/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.012
Epoch  81 Batch   69/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  81 Batch   70/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.012
Epoch  81 Batch   71/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.012
Epoch  81 Batch   72/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  81 Batch   73/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  81 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  81 Batch   75/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.010
Epoch  81 Batch   76/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.009
Epoch  81 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.013
Epoch  81 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.957, Loss:  0.011
Epoch  81 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.010
Epoch  81 Batch   80/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.011
Epoch  81 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.012
Epoch  81 Batch   82/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.007
Epoch  81 Batch   83/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.014
Epoch  81 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  81 Batch   85/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  81 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  81 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  81 Batch   88/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  81 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  81 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  81 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.011
Epoch  81 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  81 Batch   93/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  81 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.012
Epoch  81 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  81 Batch   96/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch   98/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  81 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  81 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  81 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch  103/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  81 Batch  104/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  81 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  81 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.006
Epoch  81 Batch  107/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.012
Epoch  81 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  81 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  81 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  81 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  81 Batch  114/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  81 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  81 Batch  116/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  81 Batch  117/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  81 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  81 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.012
Epoch  81 Batch  120/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  81 Batch  121/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  81 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.009
Epoch  81 Batch  123/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  81 Batch  124/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  81 Batch  125/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  81 Batch  126/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  81 Batch  127/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  81 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.011
Epoch  81 Batch  129/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch  130/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.012
Epoch  81 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.010
Epoch  81 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.011
Epoch  81 Batch  133/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  81 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.008
Epoch  81 Batch  135/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  81 Batch  136/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  81 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  81 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  81 Batch  141/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.010
Epoch  81 Batch  142/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  81 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  81 Batch  145/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  81 Batch  146/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch  147/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  81 Batch  148/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch  149/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  81 Batch  150/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  81 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.009
Epoch  81 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  81 Batch  153/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.009
Epoch  81 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  81 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  81 Batch  156/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  81 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  81 Batch  158/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  81 Batch  159/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  81 Batch  160/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  81 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  81 Batch  162/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  81 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  81 Batch  164/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  81 Batch  165/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  81 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  81 Batch  167/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  81 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  81 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  81 Batch  170/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  81 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  81 Batch  172/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.012
Epoch  81 Batch  173/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  81 Batch  174/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  81 Batch  175/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  81 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.011
Epoch  81 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  81 Batch  178/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.008
Epoch  81 Batch  179/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  81 Batch  180/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  81 Batch  181/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.015
Epoch  81 Batch  182/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.010
Epoch  81 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  81 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  81 Batch  185/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  81 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  81 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch  188/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.015
Epoch  81 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  81 Batch  190/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  81 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  81 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  81 Batch  193/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  81 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  81 Batch  195/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  81 Batch  197/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch  198/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  81 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.012
Epoch  81 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.008
Epoch  81 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  81 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  81 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  81 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  81 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  81 Batch  206/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  81 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  81 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.011
Epoch  81 Batch  209/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.011
Epoch  81 Batch  210/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  81 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  81 Batch  212/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.013
Epoch  81 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.012
Epoch  81 Batch  214/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.014
Epoch  81 Batch  215/269 - Train Accuracy:  0.973, Validation Accuracy:  0.956, Loss:  0.011
Epoch  81 Batch  216/269 - Train Accuracy:  0.965, Validation Accuracy:  0.955, Loss:  0.012
Epoch  81 Batch  217/269 - Train Accuracy:  0.958, Validation Accuracy:  0.954, Loss:  0.020
Epoch  81 Batch  218/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.017
Epoch  81 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.015
Epoch  81 Batch  220/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.015
Epoch  81 Batch  221/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  81 Batch  222/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.014
Epoch  81 Batch  223/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.010
Epoch  81 Batch  224/269 - Train Accuracy:  0.964, Validation Accuracy:  0.957, Loss:  0.014
Epoch  81 Batch  225/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.012
Epoch  81 Batch  226/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.015
Epoch  81 Batch  227/269 - Train Accuracy:  0.968, Validation Accuracy:  0.950, Loss:  0.014
Epoch  81 Batch  228/269 - Train Accuracy:  0.970, Validation Accuracy:  0.950, Loss:  0.015
Epoch  81 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.952, Loss:  0.018
Epoch  81 Batch  230/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.013
Epoch  81 Batch  231/269 - Train Accuracy:  0.968, Validation Accuracy:  0.956, Loss:  0.014
Epoch  81 Batch  232/269 - Train Accuracy:  0.969, Validation Accuracy:  0.959, Loss:  0.012
Epoch  81 Batch  233/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.014
Epoch  81 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  81 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.009
Epoch  81 Batch  236/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  81 Batch  237/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.017
Epoch  81 Batch  238/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.013
Epoch  81 Batch  239/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.011
Epoch  81 Batch  240/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  81 Batch  241/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.015
Epoch  81 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  81 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  81 Batch  244/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.012
Epoch  81 Batch  245/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.013
Epoch  81 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  81 Batch  247/269 - Train Accuracy:  0.967, Validation Accuracy:  0.959, Loss:  0.014
Epoch  81 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.010
Epoch  81 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.012
Epoch  81 Batch  250/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.012
Epoch  81 Batch  251/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  81 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  81 Batch  253/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.014
Epoch  81 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.013
Epoch  81 Batch  255/269 - Train Accuracy:  0.969, Validation Accuracy:  0.960, Loss:  0.010
Epoch  81 Batch  256/269 - Train Accuracy:  0.964, Validation Accuracy:  0.959, Loss:  0.012
Epoch  81 Batch  257/269 - Train Accuracy:  0.963, Validation Accuracy:  0.957, Loss:  0.013
Epoch  81 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.011
Epoch  81 Batch  259/269 - Train Accuracy:  0.970, Validation Accuracy:  0.958, Loss:  0.012
Epoch  81 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.012
Epoch  81 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.012
Epoch  81 Batch  262/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.014
Epoch  81 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  81 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  81 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  81 Batch  266/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  81 Batch  267/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  82 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.011
Epoch  82 Batch    1/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.012
Epoch  82 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.016
Epoch  82 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  82 Batch    4/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.016
Epoch  82 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  82 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  82 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  82 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.016
Epoch  82 Batch    9/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.014
Epoch  82 Batch   10/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.014
Epoch  82 Batch   11/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.013
Epoch  82 Batch   12/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.013
Epoch  82 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  82 Batch   16/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.014
Epoch  82 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  82 Batch   18/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.015
Epoch  82 Batch   19/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch   20/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.011
Epoch  82 Batch   21/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.014
Epoch  82 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch   23/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.014
Epoch  82 Batch   24/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  82 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.016
Epoch  82 Batch   26/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.011
Epoch  82 Batch   27/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  82 Batch   28/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  82 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.011
Epoch  82 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.012
Epoch  82 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  82 Batch   32/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch   33/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  82 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  82 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.012
Epoch  82 Batch   36/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch   37/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  82 Batch   38/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.011
Epoch  82 Batch   39/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  82 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  82 Batch   41/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.012
Epoch  82 Batch   42/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  82 Batch   43/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.013
Epoch  82 Batch   44/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  82 Batch   45/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.013
Epoch  82 Batch   46/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.009
Epoch  82 Batch   47/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  82 Batch   48/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch   49/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.006
Epoch  82 Batch   50/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.015
Epoch  82 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  82 Batch   52/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  82 Batch   53/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.012
Epoch  82 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.013
Epoch  82 Batch   55/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  82 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch   57/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.014
Epoch  82 Batch   58/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  82 Batch   59/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  82 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  82 Batch   61/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  82 Batch   62/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  82 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  82 Batch   64/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  82 Batch   65/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.010
Epoch  82 Batch   66/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.014
Epoch  82 Batch   67/269 - Train Accuracy:  0.965, Validation Accuracy:  0.960, Loss:  0.014
Epoch  82 Batch   68/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  82 Batch   69/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.011
Epoch  82 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.959, Loss:  0.010
Epoch  82 Batch   71/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.011
Epoch  82 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  82 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.011
Epoch  82 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.010
Epoch  82 Batch   75/269 - Train Accuracy:  0.965, Validation Accuracy:  0.961, Loss:  0.011
Epoch  82 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  82 Batch   77/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.011
Epoch  82 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  82 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.010
Epoch  82 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.008
Epoch  82 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  82 Batch   82/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  82 Batch   83/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.014
Epoch  82 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  82 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  82 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  82 Batch   87/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.010
Epoch  82 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  82 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  82 Batch   90/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.007
Epoch  82 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.009
Epoch  82 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.007
Epoch  82 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.016
Epoch  82 Batch   95/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  82 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  82 Batch   97/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  82 Batch   98/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  82 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  82 Batch  100/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  82 Batch  101/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  82 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  82 Batch  103/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch  104/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  82 Batch  105/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  82 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  82 Batch  107/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  82 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  82 Batch  109/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.014
Epoch  82 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  82 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch  112/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  82 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.009
Epoch  82 Batch  114/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  115/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  82 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  82 Batch  117/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  82 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  82 Batch  119/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  82 Batch  120/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  82 Batch  121/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  82 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  82 Batch  123/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch  124/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  82 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  82 Batch  126/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  82 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  82 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  82 Batch  129/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  82 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  82 Batch  131/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch  132/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  82 Batch  133/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  82 Batch  134/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.011
Epoch  82 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  136/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  82 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  82 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  82 Batch  140/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  82 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.011
Epoch  82 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  143/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  82 Batch  144/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  82 Batch  146/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  82 Batch  147/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  82 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  82 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.013
Epoch  82 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.012
Epoch  82 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  82 Batch  154/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  82 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  82 Batch  157/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  82 Batch  158/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  82 Batch  159/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  160/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  82 Batch  161/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  82 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  82 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.009
Epoch  82 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  82 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  82 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  82 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  82 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  82 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  82 Batch  170/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch  171/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  82 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  82 Batch  173/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch  174/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  82 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  82 Batch  176/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  82 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  82 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  82 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  82 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  82 Batch  181/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  82 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  82 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch  185/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  82 Batch  186/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.005
Epoch  82 Batch  187/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  82 Batch  188/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.006
Epoch  82 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  82 Batch  190/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  82 Batch  191/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  82 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  194/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  82 Batch  195/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  82 Batch  197/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  82 Batch  198/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  82 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  82 Batch  200/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.006
Epoch  82 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.007
Epoch  82 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  82 Batch  203/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  82 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.012
Epoch  82 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  82 Batch  206/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  82 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  82 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch  209/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  82 Batch  210/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  82 Batch  211/269 - Train Accuracy:  0.976, Validation Accuracy:  0.955, Loss:  0.008
Epoch  82 Batch  212/269 - Train Accuracy:  0.966, Validation Accuracy:  0.959, Loss:  0.012
Epoch  82 Batch  213/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.009
Epoch  82 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.011
Epoch  82 Batch  215/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  82 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  82 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.962, Loss:  0.014
Epoch  82 Batch  218/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  82 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.959, Loss:  0.010
Epoch  82 Batch  220/269 - Train Accuracy:  0.970, Validation Accuracy:  0.957, Loss:  0.009
Epoch  82 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.958, Loss:  0.012
Epoch  82 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.011
Epoch  82 Batch  223/269 - Train Accuracy:  0.972, Validation Accuracy:  0.957, Loss:  0.008
Epoch  82 Batch  224/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.016
Epoch  82 Batch  225/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.015
Epoch  82 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.010
Epoch  82 Batch  227/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  82 Batch  228/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  82 Batch  229/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  82 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.011
Epoch  82 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch  232/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  82 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.011
Epoch  82 Batch  234/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.009
Epoch  82 Batch  235/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  82 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  82 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch  238/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.012
Epoch  82 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.011
Epoch  82 Batch  240/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  82 Batch  241/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.013
Epoch  82 Batch  242/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.011
Epoch  82 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  82 Batch  244/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  82 Batch  245/269 - Train Accuracy:  0.956, Validation Accuracy:  0.963, Loss:  0.009
Epoch  82 Batch  246/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.013
Epoch  82 Batch  247/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.011
Epoch  82 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.009
Epoch  82 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  82 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  82 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  82 Batch  252/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.008
Epoch  82 Batch  253/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.008
Epoch  82 Batch  254/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  82 Batch  255/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  82 Batch  256/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.012
Epoch  82 Batch  257/269 - Train Accuracy:  0.962, Validation Accuracy:  0.962, Loss:  0.011
Epoch  82 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  82 Batch  259/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  82 Batch  260/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.007
Epoch  82 Batch  261/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  82 Batch  262/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.014
Epoch  82 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  82 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.960, Loss:  0.010
Epoch  82 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  82 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.007
Epoch  82 Batch  267/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  83 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.958, Loss:  0.010
Epoch  83 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.959, Loss:  0.009
Epoch  83 Batch    2/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.010
Epoch  83 Batch    3/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  83 Batch    4/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch    6/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  83 Batch    7/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  83 Batch    8/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch    9/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch   10/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  83 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  83 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch   14/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  83 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch   16/269 - Train Accuracy:  0.963, Validation Accuracy:  0.963, Loss:  0.012
Epoch  83 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  83 Batch   18/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.011
Epoch  83 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  83 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  83 Batch   21/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch   22/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  83 Batch   23/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch   24/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  83 Batch   25/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch   26/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  83 Batch   27/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  83 Batch   28/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  83 Batch   30/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  83 Batch   31/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  83 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.005
Epoch  83 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  83 Batch   34/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  83 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.014
Epoch  83 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  83 Batch   37/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.009
Epoch  83 Batch   38/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.009
Epoch  83 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.008
Epoch  83 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.011
Epoch  83 Batch   41/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.007
Epoch  83 Batch   42/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  83 Batch   43/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  83 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  83 Batch   45/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  83 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  83 Batch   47/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.007
Epoch  83 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  83 Batch   49/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  83 Batch   50/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  83 Batch   51/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  83 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  83 Batch   53/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  83 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  83 Batch   55/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  83 Batch   56/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.008
Epoch  83 Batch   57/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.012
Epoch  83 Batch   58/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  83 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  83 Batch   60/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  83 Batch   61/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.012
Epoch  83 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  83 Batch   64/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch   65/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  83 Batch   66/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  83 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  83 Batch   68/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  83 Batch   69/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  83 Batch   70/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.010
Epoch  83 Batch   71/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  83 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  83 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  83 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch   75/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  83 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.006
Epoch  83 Batch   77/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch   80/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch   81/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  83 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  83 Batch   83/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  83 Batch   84/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  83 Batch   85/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  83 Batch   87/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.008
Epoch  83 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  83 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  83 Batch   90/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.010
Epoch  83 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  83 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  83 Batch   95/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  83 Batch   96/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  83 Batch   97/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch   98/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  83 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  83 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  83 Batch  102/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  83 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  104/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  83 Batch  106/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  83 Batch  107/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  83 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  83 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  83 Batch  110/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  83 Batch  111/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  83 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  83 Batch  113/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  83 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.009
Epoch  83 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  83 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  83 Batch  117/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  83 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  83 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  83 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  83 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch  122/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  123/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.008
Epoch  83 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.005
Epoch  83 Batch  126/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  83 Batch  127/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch  128/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  83 Batch  129/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  83 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  83 Batch  132/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch  134/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch  135/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.008
Epoch  83 Batch  136/269 - Train Accuracy:  0.962, Validation Accuracy:  0.961, Loss:  0.012
Epoch  83 Batch  137/269 - Train Accuracy:  0.963, Validation Accuracy:  0.961, Loss:  0.007
Epoch  83 Batch  138/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  83 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  83 Batch  140/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.008
Epoch  83 Batch  141/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  83 Batch  142/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch  143/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  83 Batch  146/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch  147/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  83 Batch  149/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  83 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.012
Epoch  83 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  83 Batch  152/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  83 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.007
Epoch  83 Batch  154/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  156/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  83 Batch  157/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  83 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  83 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  160/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  83 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.007
Epoch  83 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  83 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  83 Batch  166/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  168/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  83 Batch  169/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.006
Epoch  83 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  83 Batch  171/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch  174/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  83 Batch  176/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  83 Batch  177/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  83 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  83 Batch  179/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.007
Epoch  83 Batch  180/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  83 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch  185/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  83 Batch  187/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  83 Batch  188/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch  189/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  83 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  83 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  83 Batch  192/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  83 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  83 Batch  194/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  83 Batch  195/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch  196/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  83 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  83 Batch  200/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  83 Batch  202/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch  203/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  83 Batch  205/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  83 Batch  206/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  83 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  83 Batch  208/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.011
Epoch  83 Batch  209/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  83 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  83 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  83 Batch  212/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  83 Batch  213/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  83 Batch  214/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch  216/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.009
Epoch  83 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.960, Loss:  0.012
Epoch  83 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.006
Epoch  83 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.010
Epoch  83 Batch  220/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.007
Epoch  83 Batch  221/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.009
Epoch  83 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  83 Batch  223/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.006
Epoch  83 Batch  224/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.010
Epoch  83 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  83 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch  227/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch  228/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  83 Batch  229/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  83 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  83 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  83 Batch  232/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  83 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.011
Epoch  83 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  83 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.006
Epoch  83 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  83 Batch  237/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  83 Batch  238/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.009
Epoch  83 Batch  239/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  83 Batch  240/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  83 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.967, Loss:  0.009
Epoch  83 Batch  242/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  83 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  83 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  83 Batch  245/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  83 Batch  246/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.011
Epoch  83 Batch  247/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  83 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  83 Batch  249/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  83 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  83 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  83 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  83 Batch  253/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  83 Batch  254/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  83 Batch  255/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  83 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  83 Batch  257/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.010
Epoch  83 Batch  258/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.006
Epoch  83 Batch  259/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  83 Batch  260/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  83 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  83 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.013
Epoch  83 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.011
Epoch  83 Batch  264/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  83 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  83 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.006
Epoch  83 Batch  267/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  84 Batch    0/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  84 Batch    1/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.007
Epoch  84 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  84 Batch    3/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  84 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  84 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  84 Batch    9/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.012
Epoch  84 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch   11/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  84 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.015
Epoch  84 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.006
Epoch  84 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  84 Batch   15/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.006
Epoch  84 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.013
Epoch  84 Batch   17/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  84 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch   20/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch   21/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  84 Batch   23/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   26/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  84 Batch   27/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch   28/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  84 Batch   29/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch   30/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  84 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  84 Batch   32/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  84 Batch   33/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch   34/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.012
Epoch  84 Batch   36/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  84 Batch   37/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.007
Epoch  84 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch   40/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch   41/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  84 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  84 Batch   43/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  84 Batch   45/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  84 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  84 Batch   47/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.005
Epoch  84 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  84 Batch   50/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch   51/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  84 Batch   52/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  84 Batch   56/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.009
Epoch  84 Batch   57/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.010
Epoch  84 Batch   58/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch   59/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  84 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch   61/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch   62/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch   63/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  84 Batch   65/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch   67/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  84 Batch   69/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.012
Epoch  84 Batch   70/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  84 Batch   72/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  84 Batch   74/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch   75/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  84 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch   77/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  84 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  84 Batch   79/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch   81/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch   82/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch   83/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  84 Batch   84/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch   86/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  84 Batch   88/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch   89/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  84 Batch   90/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  84 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch   92/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch   94/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  84 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  84 Batch   96/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  84 Batch   97/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch   99/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  84 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  84 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch  104/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  84 Batch  105/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.006
Epoch  84 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  84 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch  110/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.006
Epoch  84 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  112/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  84 Batch  113/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.009
Epoch  84 Batch  114/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch  115/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  84 Batch  116/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  84 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  84 Batch  119/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  84 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  84 Batch  122/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  84 Batch  123/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  84 Batch  124/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  84 Batch  125/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.006
Epoch  84 Batch  126/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.007
Epoch  84 Batch  127/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  84 Batch  128/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  84 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  84 Batch  131/269 - Train Accuracy:  0.960, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  132/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  84 Batch  133/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  84 Batch  135/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  84 Batch  136/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  84 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  84 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  139/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  84 Batch  140/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  84 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.009
Epoch  84 Batch  143/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.006
Epoch  84 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  84 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  84 Batch  146/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  84 Batch  147/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  84 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  84 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  84 Batch  150/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  84 Batch  151/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.008
Epoch  84 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  84 Batch  154/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  84 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  84 Batch  156/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  84 Batch  157/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  158/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.013
Epoch  84 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  84 Batch  160/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  84 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  84 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  84 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  84 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  84 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  84 Batch  166/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.010
Epoch  84 Batch  167/269 - Train Accuracy:  0.977, Validation Accuracy:  0.959, Loss:  0.009
Epoch  84 Batch  168/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.008
Epoch  84 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.006
Epoch  84 Batch  170/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  84 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch  173/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  84 Batch  175/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  84 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  84 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  84 Batch  178/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch  179/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  84 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  84 Batch  181/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  84 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  84 Batch  184/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  84 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  84 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  84 Batch  187/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  84 Batch  188/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  84 Batch  189/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  190/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.005
Epoch  84 Batch  191/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  192/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.004
Epoch  84 Batch  193/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  194/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  196/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.011
Epoch  84 Batch  197/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  84 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.006
Epoch  84 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch  202/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  84 Batch  203/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  84 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  84 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  206/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  84 Batch  207/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  84 Batch  208/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  84 Batch  209/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  210/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  211/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  84 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.012
Epoch  84 Batch  213/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  84 Batch  214/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  215/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.007
Epoch  84 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  217/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  84 Batch  218/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.006
Epoch  84 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.010
Epoch  84 Batch  220/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch  221/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.008
Epoch  84 Batch  222/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  84 Batch  223/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  84 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  84 Batch  225/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  84 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  84 Batch  228/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.005
Epoch  84 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  84 Batch  230/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  232/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  84 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.007
Epoch  84 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.006
Epoch  84 Batch  236/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  84 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  84 Batch  238/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  84 Batch  239/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  84 Batch  240/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  84 Batch  241/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  84 Batch  242/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  84 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.005
Epoch  84 Batch  244/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  84 Batch  245/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  84 Batch  246/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.011
Epoch  84 Batch  247/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch  248/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.005
Epoch  84 Batch  249/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  84 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  84 Batch  251/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  84 Batch  253/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  84 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  84 Batch  255/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  256/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  257/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  84 Batch  258/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  259/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  84 Batch  260/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  84 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  84 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  84 Batch  263/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  84 Batch  264/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  84 Batch  265/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  84 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  84 Batch  267/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  85 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.011
Epoch  85 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  85 Batch    2/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch    3/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch    4/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch    5/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  85 Batch    6/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  85 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch    8/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.010
Epoch  85 Batch    9/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  85 Batch   10/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  85 Batch   12/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  85 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  85 Batch   15/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  85 Batch   16/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.010
Epoch  85 Batch   17/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  85 Batch   19/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch   21/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  85 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  85 Batch   23/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  85 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  85 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch   26/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  85 Batch   27/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  85 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch   29/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  85 Batch   30/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  85 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  85 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  85 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.005
Epoch  85 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  85 Batch   36/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  85 Batch   38/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.010
Epoch  85 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  85 Batch   40/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  85 Batch   41/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  85 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  85 Batch   43/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.010
Epoch  85 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  85 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  85 Batch   48/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  85 Batch   49/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.005
Epoch  85 Batch   50/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.012
Epoch  85 Batch   51/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  85 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.006
Epoch  85 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.013
Epoch  85 Batch   54/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.009
Epoch  85 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.011
Epoch  85 Batch   56/269 - Train Accuracy:  0.967, Validation Accuracy:  0.974, Loss:  0.010
Epoch  85 Batch   57/269 - Train Accuracy:  0.973, Validation Accuracy:  0.974, Loss:  0.012
Epoch  85 Batch   58/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.011
Epoch  85 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  85 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  85 Batch   61/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  85 Batch   63/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.010
Epoch  85 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.006
Epoch  85 Batch   65/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.012
Epoch  85 Batch   66/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  85 Batch   67/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.008
Epoch  85 Batch   68/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch   69/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  85 Batch   70/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  85 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.013
Epoch  85 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  85 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch   74/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  85 Batch   75/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch   76/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  85 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.012
Epoch  85 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.013
Epoch  85 Batch   79/269 - Train Accuracy:  0.961, Validation Accuracy:  0.968, Loss:  0.012
Epoch  85 Batch   80/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.012
Epoch  85 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  85 Batch   83/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  85 Batch   84/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  85 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch   86/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  85 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.012
Epoch  85 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.007
Epoch  85 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  85 Batch   92/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch   93/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.013
Epoch  85 Batch   95/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch   96/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.012
Epoch  85 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  85 Batch   98/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  85 Batch   99/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  85 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.013
Epoch  85 Batch  101/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.010
Epoch  85 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.008
Epoch  85 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  85 Batch  104/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  85 Batch  105/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch  106/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.008
Epoch  85 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  85 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  85 Batch  109/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.011
Epoch  85 Batch  110/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch  112/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch  113/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.010
Epoch  85 Batch  114/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  85 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  85 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  85 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  85 Batch  119/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  85 Batch  120/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  85 Batch  121/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  85 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.010
Epoch  85 Batch  124/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  85 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  126/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.012
Epoch  85 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  85 Batch  132/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch  133/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  85 Batch  134/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  135/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  85 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  85 Batch  137/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  85 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.007
Epoch  85 Batch  139/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.011
Epoch  85 Batch  140/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  85 Batch  141/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  85 Batch  142/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  85 Batch  143/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  85 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  145/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  85 Batch  146/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  85 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  85 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  149/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.012
Epoch  85 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  85 Batch  151/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.008
Epoch  85 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch  153/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.013
Epoch  85 Batch  154/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch  156/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch  157/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  85 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  85 Batch  159/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.963, Loss:  0.007
Epoch  85 Batch  164/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  85 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.011
Epoch  85 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  85 Batch  167/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  85 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  85 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.011
Epoch  85 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  85 Batch  171/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  85 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.012
Epoch  85 Batch  173/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  85 Batch  175/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.013
Epoch  85 Batch  176/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  85 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  85 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  85 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  85 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  85 Batch  184/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch  185/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  85 Batch  188/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  85 Batch  189/269 - Train Accuracy:  0.986, Validation Accuracy:  0.966, Loss:  0.005
Epoch  85 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  85 Batch  191/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  85 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  85 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  85 Batch  195/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.008
Epoch  85 Batch  196/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.008
Epoch  85 Batch  197/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.009
Epoch  85 Batch  198/269 - Train Accuracy:  0.976, Validation Accuracy:  0.958, Loss:  0.009
Epoch  85 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.959, Loss:  0.009
Epoch  85 Batch  200/269 - Train Accuracy:  0.982, Validation Accuracy:  0.961, Loss:  0.010
Epoch  85 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  85 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  85 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  85 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  85 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.006
Epoch  85 Batch  206/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.011
Epoch  85 Batch  207/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  85 Batch  208/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  85 Batch  209/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  85 Batch  210/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  211/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  85 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  85 Batch  213/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  85 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  85 Batch  215/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.008
Epoch  85 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.013
Epoch  85 Batch  217/269 - Train Accuracy:  0.960, Validation Accuracy:  0.963, Loss:  0.011
Epoch  85 Batch  218/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.008
Epoch  85 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch  220/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  85 Batch  221/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  85 Batch  223/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  85 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  85 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  85 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  85 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  85 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  85 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  85 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  85 Batch  231/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  85 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  85 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  85 Batch  234/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  85 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.006
Epoch  85 Batch  236/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  85 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  85 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  85 Batch  239/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.011
Epoch  85 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  85 Batch  241/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch  243/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.009
Epoch  85 Batch  244/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  85 Batch  245/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  85 Batch  246/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  85 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  85 Batch  249/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  85 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch  251/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  85 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch  253/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  85 Batch  254/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  85 Batch  255/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  85 Batch  256/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  85 Batch  257/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  85 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  85 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  85 Batch  260/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  85 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  85 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  85 Batch  263/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  85 Batch  265/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  85 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  85 Batch  267/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.009
Epoch  86 Batch    0/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  86 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.013
Epoch  86 Batch    2/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  86 Batch    3/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  86 Batch    4/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.010
Epoch  86 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  86 Batch    6/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  86 Batch    7/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  86 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch    9/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch   10/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch   11/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  86 Batch   12/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch   13/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  86 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  86 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  86 Batch   16/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.013
Epoch  86 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  86 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  86 Batch   20/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch   21/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  86 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  86 Batch   23/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  86 Batch   24/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  86 Batch   25/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  86 Batch   26/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  86 Batch   27/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  86 Batch   28/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.012
Epoch  86 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.012
Epoch  86 Batch   30/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.009
Epoch  86 Batch   31/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  86 Batch   32/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.006
Epoch  86 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  86 Batch   34/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  86 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.013
Epoch  86 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.006
Epoch  86 Batch   37/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.008
Epoch  86 Batch   38/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  86 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  86 Batch   40/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  86 Batch   41/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  86 Batch   42/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  86 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch   44/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.012
Epoch  86 Batch   45/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  86 Batch   46/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch   47/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.008
Epoch  86 Batch   48/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch   49/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  86 Batch   50/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.012
Epoch  86 Batch   51/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  86 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  86 Batch   53/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  86 Batch   54/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.011
Epoch  86 Batch   55/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  86 Batch   56/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  86 Batch   57/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch   58/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.011
Epoch  86 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  86 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch   61/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch   62/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch   63/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.013
Epoch  86 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  86 Batch   65/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  86 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.012
Epoch  86 Batch   67/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  86 Batch   68/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch   69/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.013
Epoch  86 Batch   72/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  86 Batch   73/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  86 Batch   74/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch   75/269 - Train Accuracy:  0.964, Validation Accuracy:  0.963, Loss:  0.010
Epoch  86 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  86 Batch   77/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  86 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  86 Batch   79/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  86 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  86 Batch   81/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  86 Batch   82/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  86 Batch   83/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  86 Batch   84/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch   85/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  86 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  86 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  86 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.008
Epoch  86 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  86 Batch   90/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  86 Batch   91/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  86 Batch   92/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  86 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  86 Batch   94/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  86 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  86 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  86 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  86 Batch   98/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  86 Batch   99/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  86 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  86 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.014
Epoch  86 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  86 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.012
Epoch  86 Batch  104/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  86 Batch  105/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  106/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.014
Epoch  86 Batch  107/269 - Train Accuracy:  0.965, Validation Accuracy:  0.963, Loss:  0.012
Epoch  86 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  86 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  86 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  86 Batch  111/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  86 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  86 Batch  114/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  86 Batch  115/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.015
Epoch  86 Batch  116/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  86 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  86 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  86 Batch  119/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  86 Batch  120/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  86 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  86 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  86 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  86 Batch  124/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  86 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  86 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  86 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  86 Batch  128/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.010
Epoch  86 Batch  129/269 - Train Accuracy:  0.963, Validation Accuracy:  0.968, Loss:  0.009
Epoch  86 Batch  130/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.010
Epoch  86 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.011
Epoch  86 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.012
Epoch  86 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  86 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  86 Batch  135/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  86 Batch  136/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  86 Batch  137/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  86 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  86 Batch  139/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.010
Epoch  86 Batch  140/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  86 Batch  141/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  86 Batch  142/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.009
Epoch  86 Batch  143/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.012
Epoch  86 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  86 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  86 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  86 Batch  147/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  86 Batch  148/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  86 Batch  149/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  86 Batch  150/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  86 Batch  151/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  152/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  86 Batch  154/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  86 Batch  155/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.010
Epoch  86 Batch  156/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  157/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  86 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  86 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  86 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  86 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  86 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.006
Epoch  86 Batch  163/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.008
Epoch  86 Batch  164/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  86 Batch  165/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.011
Epoch  86 Batch  166/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  86 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  86 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  86 Batch  169/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  86 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  86 Batch  171/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.012
Epoch  86 Batch  172/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  86 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.011
Epoch  86 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  86 Batch  175/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  86 Batch  177/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  86 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  86 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  86 Batch  181/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  86 Batch  183/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  86 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.013
Epoch  86 Batch  185/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  86 Batch  187/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  188/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.008
Epoch  86 Batch  189/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.007
Epoch  86 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  86 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  86 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch  193/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  86 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  86 Batch  195/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  86 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  86 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  86 Batch  198/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  86 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  86 Batch  200/269 - Train Accuracy:  0.981, Validation Accuracy:  0.961, Loss:  0.007
Epoch  86 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  86 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  86 Batch  203/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  86 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  86 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  86 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  86 Batch  207/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  86 Batch  208/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  86 Batch  210/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.012
Epoch  86 Batch  212/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  86 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  86 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  215/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.009
Epoch  86 Batch  216/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  86 Batch  217/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.011
Epoch  86 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  86 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  86 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  86 Batch  221/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  86 Batch  222/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  86 Batch  223/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  86 Batch  224/269 - Train Accuracy:  0.966, Validation Accuracy:  0.960, Loss:  0.013
Epoch  86 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  86 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.959, Loss:  0.009
Epoch  86 Batch  227/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.011
Epoch  86 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  86 Batch  229/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.009
Epoch  86 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  86 Batch  231/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  86 Batch  232/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.013
Epoch  86 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.010
Epoch  86 Batch  234/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  86 Batch  236/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  86 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.013
Epoch  86 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  86 Batch  240/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.968, Loss:  0.012
Epoch  86 Batch  242/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  86 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.007
Epoch  86 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  86 Batch  245/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.013
Epoch  86 Batch  246/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.012
Epoch  86 Batch  247/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  86 Batch  248/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  86 Batch  249/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.014
Epoch  86 Batch  250/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.012
Epoch  86 Batch  251/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  86 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  86 Batch  253/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  86 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  86 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.010
Epoch  86 Batch  256/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  86 Batch  257/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.012
Epoch  86 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  86 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  86 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  86 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  86 Batch  262/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.013
Epoch  86 Batch  263/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  86 Batch  264/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  86 Batch  265/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  86 Batch  266/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  86 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  87 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch    1/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  87 Batch    2/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.009
Epoch  87 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  87 Batch    4/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.010
Epoch  87 Batch    5/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.013
Epoch  87 Batch    6/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  87 Batch    7/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.007
Epoch  87 Batch    8/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch    9/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch   10/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch   11/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.010
Epoch  87 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  87 Batch   13/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.007
Epoch  87 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  87 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch   17/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  87 Batch   18/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.011
Epoch  87 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.008
Epoch  87 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  87 Batch   21/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.008
Epoch  87 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch   24/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  87 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch   26/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch   27/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  87 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  87 Batch   30/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch   31/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch   32/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  87 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  87 Batch   34/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  87 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch   36/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  87 Batch   37/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch   38/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  87 Batch   39/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  87 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  87 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.009
Epoch  87 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  87 Batch   43/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.009
Epoch  87 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  87 Batch   45/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.010
Epoch  87 Batch   46/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  87 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  87 Batch   50/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch   51/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  87 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  87 Batch   53/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  87 Batch   54/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch   55/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
Epoch  87 Batch   56/269 - Train Accuracy:  0.963, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch   57/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  87 Batch   58/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  87 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  87 Batch   61/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  87 Batch   62/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch   63/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch   64/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  87 Batch   65/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  87 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  87 Batch   67/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  87 Batch   68/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.013
Epoch  87 Batch   69/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  87 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  87 Batch   71/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.012
Epoch  87 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch   73/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch   75/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  87 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch   77/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch   78/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  87 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.008
Epoch  87 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  87 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.009
Epoch  87 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  87 Batch   83/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  87 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  87 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  87 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  87 Batch   88/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  87 Batch   89/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.010
Epoch  87 Batch   90/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.007
Epoch  87 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  87 Batch   92/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  87 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  87 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.013
Epoch  87 Batch   95/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  87 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  87 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  87 Batch   98/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  87 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  102/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.005
Epoch  87 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  87 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.013
Epoch  87 Batch  105/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  87 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  87 Batch  109/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.012
Epoch  87 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch  112/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  113/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch  114/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  87 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch  116/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.007
Epoch  87 Batch  117/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  87 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  87 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  87 Batch  120/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  87 Batch  121/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  87 Batch  122/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  87 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.008
Epoch  87 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch  125/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  87 Batch  126/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  87 Batch  127/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  87 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  87 Batch  129/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  87 Batch  130/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  87 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch  132/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  87 Batch  133/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  134/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch  135/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.006
Epoch  87 Batch  136/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  87 Batch  137/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.007
Epoch  87 Batch  138/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  87 Batch  139/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  140/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  142/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  87 Batch  145/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  87 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  87 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  87 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  87 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  150/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  87 Batch  151/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  87 Batch  152/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  87 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  87 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  87 Batch  155/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  87 Batch  156/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  87 Batch  157/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  87 Batch  158/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  87 Batch  159/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  87 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  87 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  87 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.008
Epoch  87 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.006
Epoch  87 Batch  164/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch  165/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  87 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  87 Batch  167/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  87 Batch  168/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  87 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  87 Batch  170/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  87 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  87 Batch  172/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  173/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  174/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  175/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  178/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  87 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  87 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  87 Batch  181/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.012
Epoch  87 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  87 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  184/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch  185/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  187/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.009
Epoch  87 Batch  188/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  87 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  191/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch  192/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.010
Epoch  87 Batch  193/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  194/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch  195/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch  199/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.013
Epoch  87 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.006
Epoch  87 Batch  201/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.011
Epoch  87 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.010
Epoch  87 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  87 Batch  206/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  87 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  87 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  87 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  87 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  87 Batch  211/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  87 Batch  212/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  87 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  87 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  87 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  87 Batch  216/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.969, Loss:  0.013
Epoch  87 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  87 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch  220/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.010
Epoch  87 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  87 Batch  222/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  87 Batch  223/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  87 Batch  224/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.016
Epoch  87 Batch  225/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  87 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  87 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  231/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.007
Epoch  87 Batch  233/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.011
Epoch  87 Batch  234/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  87 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.970, Loss:  0.005
Epoch  87 Batch  236/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.009
Epoch  87 Batch  237/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  238/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch  240/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  87 Batch  241/269 - Train Accuracy:  0.959, Validation Accuracy:  0.968, Loss:  0.012
Epoch  87 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.007
Epoch  87 Batch  244/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  87 Batch  245/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  87 Batch  246/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  87 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  87 Batch  248/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  87 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.013
Epoch  87 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  87 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  87 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  253/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  87 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  87 Batch  257/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.009
Epoch  87 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  87 Batch  259/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.009
Epoch  87 Batch  260/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  87 Batch  261/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  87 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  87 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  87 Batch  264/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  87 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  87 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.007
Epoch  87 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.011
Epoch  88 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.010
Epoch  88 Batch    1/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  88 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  88 Batch    3/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  88 Batch    4/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  88 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  88 Batch    6/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.007
Epoch  88 Batch    7/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  88 Batch    8/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.012
Epoch  88 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  88 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  88 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.012
Epoch  88 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  88 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.006
Epoch  88 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  88 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  88 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.011
Epoch  88 Batch   17/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  88 Batch   18/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  88 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch   21/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  88 Batch   22/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.009
Epoch  88 Batch   23/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.010
Epoch  88 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.010
Epoch  88 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  88 Batch   26/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  88 Batch   27/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch   28/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  88 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.012
Epoch  88 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.010
Epoch  88 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  88 Batch   32/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.005
Epoch  88 Batch   33/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  88 Batch   34/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  88 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  88 Batch   36/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.012
Epoch  88 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  88 Batch   38/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  88 Batch   39/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  88 Batch   40/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.011
Epoch  88 Batch   41/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  88 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.010
Epoch  88 Batch   43/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  88 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  88 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  88 Batch   46/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.008
Epoch  88 Batch   47/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  88 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  88 Batch   49/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.007
Epoch  88 Batch   50/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.010
Epoch  88 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.008
Epoch  88 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.006
Epoch  88 Batch   53/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.006
Epoch  88 Batch   54/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.008
Epoch  88 Batch   55/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.007
Epoch  88 Batch   56/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.011
Epoch  88 Batch   57/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.012
Epoch  88 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  88 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  88 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  88 Batch   61/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  88 Batch   62/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  88 Batch   63/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  88 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  88 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch   66/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  88 Batch   67/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  88 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  88 Batch   69/269 - Train Accuracy:  0.966, Validation Accuracy:  0.967, Loss:  0.013
Epoch  88 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  88 Batch   71/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch   72/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  88 Batch   73/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  88 Batch   74/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  88 Batch   75/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.009
Epoch  88 Batch   76/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch   77/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  88 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  88 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  88 Batch   80/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  88 Batch   81/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  88 Batch   82/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  88 Batch   83/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  88 Batch   84/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.008
Epoch  88 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  88 Batch   86/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch   87/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  88 Batch   88/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  88 Batch   89/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch   90/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.007
Epoch  88 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  88 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  88 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  88 Batch   94/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  88 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  88 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  88 Batch   98/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  88 Batch   99/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  88 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  88 Batch  101/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  88 Batch  102/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  88 Batch  103/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  88 Batch  104/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  88 Batch  105/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.007
Epoch  88 Batch  106/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  88 Batch  107/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.008
Epoch  88 Batch  108/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.006
Epoch  88 Batch  109/269 - Train Accuracy:  0.965, Validation Accuracy:  0.970, Loss:  0.009
Epoch  88 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  88 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  88 Batch  112/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.009
Epoch  88 Batch  113/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.008
Epoch  88 Batch  114/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  88 Batch  115/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  88 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  88 Batch  117/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  88 Batch  118/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  88 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  88 Batch  122/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  88 Batch  123/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  124/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch  125/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  88 Batch  126/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  88 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  88 Batch  128/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  88 Batch  129/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  88 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  88 Batch  131/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  88 Batch  132/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.011
Epoch  88 Batch  133/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  88 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.006
Epoch  88 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  88 Batch  136/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.005
Epoch  88 Batch  137/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  88 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  88 Batch  140/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  88 Batch  141/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  88 Batch  142/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  88 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  88 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  88 Batch  146/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  88 Batch  147/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  88 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch  150/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch  151/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  88 Batch  152/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  88 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  88 Batch  154/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.006
Epoch  88 Batch  156/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  88 Batch  157/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  88 Batch  158/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  88 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  88 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  88 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  88 Batch  162/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  88 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.006
Epoch  88 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  88 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  88 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  88 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  88 Batch  168/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  88 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  88 Batch  170/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  88 Batch  171/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.014
Epoch  88 Batch  172/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  173/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  88 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.011
Epoch  88 Batch  176/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  88 Batch  177/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  88 Batch  178/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  88 Batch  179/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  88 Batch  180/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  88 Batch  181/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  88 Batch  182/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.009
Epoch  88 Batch  183/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.005
Epoch  88 Batch  184/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.010
Epoch  88 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.011
Epoch  88 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.005
Epoch  88 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  88 Batch  188/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  88 Batch  189/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  88 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  88 Batch  192/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  88 Batch  193/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.005
Epoch  88 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  88 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.005
Epoch  88 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  88 Batch  197/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  88 Batch  198/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.009
Epoch  88 Batch  199/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.007
Epoch  88 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.962, Loss:  0.005
Epoch  88 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.006
Epoch  88 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  203/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  88 Batch  205/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.007
Epoch  88 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  88 Batch  207/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.007
Epoch  88 Batch  208/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  88 Batch  209/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  88 Batch  210/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.006
Epoch  88 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.014
Epoch  88 Batch  212/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.008
Epoch  88 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.006
Epoch  88 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  88 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  88 Batch  216/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.009
Epoch  88 Batch  217/269 - Train Accuracy:  0.960, Validation Accuracy:  0.962, Loss:  0.013
Epoch  88 Batch  218/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.006
Epoch  88 Batch  219/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  88 Batch  220/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  221/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  88 Batch  222/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  88 Batch  224/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  88 Batch  225/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  226/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  88 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  88 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.006
Epoch  88 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.006
Epoch  88 Batch  230/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  88 Batch  231/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  232/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  88 Batch  234/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  235/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.005
Epoch  88 Batch  236/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  88 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  88 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  88 Batch  239/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  88 Batch  240/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  88 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.963, Loss:  0.011
Epoch  88 Batch  242/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.008
Epoch  88 Batch  243/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  88 Batch  244/269 - Train Accuracy:  0.966, Validation Accuracy:  0.964, Loss:  0.007
Epoch  88 Batch  245/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  88 Batch  246/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.009
Epoch  88 Batch  247/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  88 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.007
Epoch  88 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  88 Batch  250/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  88 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  88 Batch  252/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  88 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  88 Batch  254/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  88 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  88 Batch  256/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  88 Batch  257/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  88 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  88 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  88 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  88 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  88 Batch  262/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  88 Batch  263/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  88 Batch  264/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  88 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  88 Batch  266/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  88 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch    1/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.009
Epoch  89 Batch    2/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  89 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch    4/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  89 Batch    5/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch    6/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  89 Batch    8/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  89 Batch    9/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  89 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  89 Batch   11/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  89 Batch   12/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  89 Batch   13/269 - Train Accuracy:  0.983, Validation Accuracy:  0.963, Loss:  0.004
Epoch  89 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  89 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.004
Epoch  89 Batch   16/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.012
Epoch  89 Batch   17/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  89 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch   20/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.010
Epoch  89 Batch   21/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch   22/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  89 Batch   23/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  89 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  89 Batch   25/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  89 Batch   26/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.005
Epoch  89 Batch   27/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.010
Epoch  89 Batch   30/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  89 Batch   31/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  89 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch   34/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.010
Epoch  89 Batch   35/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  89 Batch   36/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.007
Epoch  89 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.008
Epoch  89 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.973, Loss:  0.009
Epoch  89 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  89 Batch   40/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  89 Batch   41/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.009
Epoch  89 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.009
Epoch  89 Batch   43/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.011
Epoch  89 Batch   44/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.010
Epoch  89 Batch   45/269 - Train Accuracy:  0.963, Validation Accuracy:  0.971, Loss:  0.011
Epoch  89 Batch   46/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.006
Epoch  89 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.006
Epoch  89 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.008
Epoch  89 Batch   49/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.007
Epoch  89 Batch   50/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.009
Epoch  89 Batch   51/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.009
Epoch  89 Batch   52/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.010
Epoch  89 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.011
Epoch  89 Batch   54/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.007
Epoch  89 Batch   55/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.008
Epoch  89 Batch   56/269 - Train Accuracy:  0.971, Validation Accuracy:  0.974, Loss:  0.013
Epoch  89 Batch   57/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.012
Epoch  89 Batch   58/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.008
Epoch  89 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  89 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  89 Batch   61/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  89 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  89 Batch   63/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.009
Epoch  89 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.006
Epoch  89 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  89 Batch   66/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.010
Epoch  89 Batch   67/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.008
Epoch  89 Batch   68/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.009
Epoch  89 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.012
Epoch  89 Batch   70/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.008
Epoch  89 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.010
Epoch  89 Batch   72/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  89 Batch   73/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  89 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  89 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.006
Epoch  89 Batch   76/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch   77/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch   78/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  89 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.007
Epoch  89 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch   82/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch   83/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.011
Epoch  89 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch   85/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  89 Batch   86/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  89 Batch   88/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch   89/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  89 Batch   90/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  89 Batch   91/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch   92/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch   93/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  89 Batch   95/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  89 Batch   96/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch   97/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch   98/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  89 Batch   99/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  89 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  89 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.014
Epoch  89 Batch  102/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.006
Epoch  89 Batch  103/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  89 Batch  104/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  89 Batch  105/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.006
Epoch  89 Batch  106/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.008
Epoch  89 Batch  107/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.007
Epoch  89 Batch  108/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.006
Epoch  89 Batch  109/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  89 Batch  110/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.006
Epoch  89 Batch  111/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  89 Batch  112/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  89 Batch  113/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  89 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  89 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  89 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  89 Batch  117/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  89 Batch  118/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  89 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.009
Epoch  89 Batch  120/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  89 Batch  121/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.006
Epoch  89 Batch  122/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  89 Batch  123/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch  124/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch  125/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  89 Batch  126/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.005
Epoch  89 Batch  127/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  89 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.006
Epoch  89 Batch  129/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.008
Epoch  89 Batch  130/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.011
Epoch  89 Batch  131/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.008
Epoch  89 Batch  132/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.008
Epoch  89 Batch  133/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  89 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.007
Epoch  89 Batch  135/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  89 Batch  136/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  89 Batch  137/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  89 Batch  138/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.008
Epoch  89 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  89 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch  142/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.008
Epoch  89 Batch  144/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.005
Epoch  89 Batch  145/269 - Train Accuracy:  0.984, Validation Accuracy:  0.969, Loss:  0.003
Epoch  89 Batch  146/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  89 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  89 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch  150/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  89 Batch  151/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  89 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  89 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  89 Batch  154/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  89 Batch  155/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  89 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  89 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  89 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  89 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  89 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  89 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  89 Batch  162/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  89 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  164/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  89 Batch  166/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch  167/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch  168/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  89 Batch  170/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch  171/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  172/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.008
Epoch  89 Batch  173/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.007
Epoch  89 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  89 Batch  175/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  89 Batch  176/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  89 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  89 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  89 Batch  179/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.006
Epoch  89 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  89 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  89 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  89 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  89 Batch  184/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  89 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  89 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.005
Epoch  89 Batch  187/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  89 Batch  188/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.005
Epoch  89 Batch  190/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch  191/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  89 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.005
Epoch  89 Batch  193/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  89 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  89 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  89 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  89 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  198/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  89 Batch  199/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  89 Batch  200/269 - Train Accuracy:  0.986, Validation Accuracy:  0.965, Loss:  0.005
Epoch  89 Batch  201/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  89 Batch  202/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  203/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  89 Batch  204/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  89 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  89 Batch  206/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  89 Batch  207/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  208/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  89 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  89 Batch  210/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  211/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  89 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  89 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  214/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  89 Batch  215/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  89 Batch  216/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  89 Batch  217/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.008
Epoch  89 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch  219/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  89 Batch  220/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  89 Batch  221/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  89 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  223/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  89 Batch  224/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  89 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.005
Epoch  89 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  89 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  89 Batch  229/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  230/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.005
Epoch  89 Batch  231/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.009
Epoch  89 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.008
Epoch  89 Batch  233/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.007
Epoch  89 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.005
Epoch  89 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.972, Loss:  0.004
Epoch  89 Batch  236/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.005
Epoch  89 Batch  237/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  89 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.010
Epoch  89 Batch  239/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.010
Epoch  89 Batch  240/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.007
Epoch  89 Batch  241/269 - Train Accuracy:  0.968, Validation Accuracy:  0.973, Loss:  0.008
Epoch  89 Batch  242/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.008
Epoch  89 Batch  243/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.005
Epoch  89 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  89 Batch  245/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.007
Epoch  89 Batch  246/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.010
Epoch  89 Batch  247/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.009
Epoch  89 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.974, Loss:  0.007
Epoch  89 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.007
Epoch  89 Batch  250/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.007
Epoch  89 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.009
Epoch  89 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.005
Epoch  89 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.009
Epoch  89 Batch  254/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  89 Batch  255/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch  256/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  257/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  89 Batch  258/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  89 Batch  259/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  89 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  89 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  89 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  89 Batch  263/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  89 Batch  264/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  89 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  89 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  89 Batch  267/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  90 Batch    0/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.006
Epoch  90 Batch    1/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  90 Batch    2/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  90 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.005
Epoch  90 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  90 Batch    5/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  90 Batch    6/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  90 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  90 Batch    8/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.011
Epoch  90 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  90 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  90 Batch   12/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.008
Epoch  90 Batch   13/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.007
Epoch  90 Batch   14/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  90 Batch   15/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  90 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.011
Epoch  90 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  90 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.007
Epoch  90 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  90 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  90 Batch   21/269 - Train Accuracy:  0.963, Validation Accuracy:  0.971, Loss:  0.008
Epoch  90 Batch   22/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.006
Epoch  90 Batch   23/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.008
Epoch  90 Batch   24/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.008
Epoch  90 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  90 Batch   26/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.006
Epoch  90 Batch   27/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.005
Epoch  90 Batch   28/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  90 Batch   29/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  90 Batch   30/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  90 Batch   31/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  90 Batch   32/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  90 Batch   33/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  90 Batch   34/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  90 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.011
Epoch  90 Batch   36/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.005
Epoch  90 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.008
Epoch  90 Batch   38/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.009
Epoch  90 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.007
Epoch  90 Batch   40/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.008
Epoch  90 Batch   41/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.010
Epoch  90 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.008
Epoch  90 Batch   43/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.007
Epoch  90 Batch   44/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  90 Batch   45/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  90 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.008
Epoch  90 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.006
Epoch  90 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.007
Epoch  90 Batch   49/269 - Train Accuracy:  0.970, Validation Accuracy:  0.973, Loss:  0.009
Epoch  90 Batch   50/269 - Train Accuracy:  0.972, Validation Accuracy:  0.974, Loss:  0.010
Epoch  90 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.974, Loss:  0.009
Epoch  90 Batch   52/269 - Train Accuracy:  0.973, Validation Accuracy:  0.974, Loss:  0.005
Epoch  90 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.974, Loss:  0.007
Epoch  90 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.975, Loss:  0.009
Epoch  90 Batch   55/269 - Train Accuracy:  0.975, Validation Accuracy:  0.975, Loss:  0.008
Epoch  90 Batch   56/269 - Train Accuracy:  0.974, Validation Accuracy:  0.977, Loss:  0.008
Epoch  90 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.977, Loss:  0.011
Epoch  90 Batch   58/269 - Train Accuracy:  0.974, Validation Accuracy:  0.977, Loss:  0.010
Epoch  90 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.975, Loss:  0.006
Epoch  90 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.975, Loss:  0.009
Epoch  90 Batch   61/269 - Train Accuracy:  0.968, Validation Accuracy:  0.974, Loss:  0.009
Epoch  90 Batch   62/269 - Train Accuracy:  0.976, Validation Accuracy:  0.975, Loss:  0.006
Epoch  90 Batch   63/269 - Train Accuracy:  0.977, Validation Accuracy:  0.975, Loss:  0.008
Epoch  90 Batch   64/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.005
Epoch  90 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.009
Epoch  90 Batch   66/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.009
Epoch  90 Batch   67/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.009
Epoch  90 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.010
Epoch  90 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.012
Epoch  90 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  90 Batch   71/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  90 Batch   72/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch   73/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  90 Batch   75/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch   76/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch   77/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  90 Batch   78/269 - Train Accuracy:  0.969, Validation Accuracy:  0.957, Loss:  0.007
Epoch  90 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.961, Loss:  0.033
Epoch  90 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.027
Epoch  90 Batch   81/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  90 Batch   82/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.023
Epoch  90 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.028
Epoch  90 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.011
Epoch  90 Batch   85/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch   86/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.007
Epoch  90 Batch   87/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.009
Epoch  90 Batch   88/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.012
Epoch  90 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.959, Loss:  0.013
Epoch  90 Batch   90/269 - Train Accuracy:  0.970, Validation Accuracy:  0.960, Loss:  0.010
Epoch  90 Batch   91/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  90 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  90 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.006
Epoch  90 Batch   94/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  90 Batch   95/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.005
Epoch  90 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.012
Epoch  90 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.012
Epoch  90 Batch   98/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  90 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  90 Batch  100/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch  101/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.012
Epoch  90 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  90 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  90 Batch  104/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  90 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  90 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch  107/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.011
Epoch  90 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  90 Batch  109/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  110/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  90 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.012
Epoch  90 Batch  112/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  90 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  115/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  90 Batch  116/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  90 Batch  117/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.008
Epoch  90 Batch  118/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.011
Epoch  90 Batch  119/269 - Train Accuracy:  0.970, Validation Accuracy:  0.959, Loss:  0.012
Epoch  90 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  90 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  90 Batch  122/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  90 Batch  123/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  90 Batch  124/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  90 Batch  126/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  90 Batch  127/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  90 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  90 Batch  129/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  90 Batch  130/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.016
Epoch  90 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.011
Epoch  90 Batch  132/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.009
Epoch  90 Batch  133/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.010
Epoch  90 Batch  134/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  90 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  90 Batch  136/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  90 Batch  137/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  90 Batch  138/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  90 Batch  139/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  90 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  90 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.012
Epoch  90 Batch  142/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.011
Epoch  90 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.011
Epoch  90 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.006
Epoch  90 Batch  145/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.010
Epoch  90 Batch  146/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  90 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  90 Batch  148/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.008
Epoch  90 Batch  149/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.010
Epoch  90 Batch  150/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  90 Batch  151/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.011
Epoch  90 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  90 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch  154/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  90 Batch  156/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch  157/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  90 Batch  158/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  90 Batch  159/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  90 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  90 Batch  161/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  90 Batch  162/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.012
Epoch  90 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  90 Batch  164/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  90 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  90 Batch  167/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  90 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  90 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch  171/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  90 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  90 Batch  173/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  174/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch  175/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.013
Epoch  90 Batch  176/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  90 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  90 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch  180/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  90 Batch  182/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  90 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  90 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.970, Loss:  0.010
Epoch  90 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  90 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  90 Batch  187/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  90 Batch  188/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.007
Epoch  90 Batch  189/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  90 Batch  190/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.008
Epoch  90 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  90 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  90 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  90 Batch  195/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  90 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  90 Batch  197/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  90 Batch  198/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  90 Batch  199/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  90 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.965, Loss:  0.006
Epoch  90 Batch  201/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  202/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  90 Batch  203/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  90 Batch  204/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  90 Batch  205/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.007
Epoch  90 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  90 Batch  207/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  90 Batch  208/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  90 Batch  209/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.009
Epoch  90 Batch  210/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.006
Epoch  90 Batch  211/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  90 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  90 Batch  213/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  90 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.012
Epoch  90 Batch  217/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  90 Batch  218/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  90 Batch  219/269 - Train Accuracy:  0.980, Validation Accuracy:  0.960, Loss:  0.007
Epoch  90 Batch  220/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.010
Epoch  90 Batch  221/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  90 Batch  223/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  90 Batch  224/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  90 Batch  225/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch  226/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch  227/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  90 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  90 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  230/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  90 Batch  233/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  90 Batch  234/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.007
Epoch  90 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.006
Epoch  90 Batch  236/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  90 Batch  237/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  90 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  90 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  90 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch  241/269 - Train Accuracy:  0.966, Validation Accuracy:  0.969, Loss:  0.010
Epoch  90 Batch  242/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  90 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  90 Batch  244/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.007
Epoch  90 Batch  245/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  90 Batch  246/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  90 Batch  247/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  90 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  90 Batch  249/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  90 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  90 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  90 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.005
Epoch  90 Batch  253/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  90 Batch  254/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  90 Batch  255/269 - Train Accuracy:  0.983, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  256/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  90 Batch  257/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  90 Batch  258/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  90 Batch  259/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  90 Batch  260/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  261/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.008
Epoch  90 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  90 Batch  263/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  264/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  90 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  90 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  90 Batch  267/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  91 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  91 Batch    1/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch    2/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  91 Batch    3/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch    4/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.013
Epoch  91 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  91 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.009
Epoch  91 Batch    7/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  91 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  91 Batch    9/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  91 Batch   11/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch   12/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  91 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  91 Batch   14/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  91 Batch   15/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.014
Epoch  91 Batch   17/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  91 Batch   18/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  91 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.005
Epoch  91 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.973, Loss:  0.007
Epoch  91 Batch   21/269 - Train Accuracy:  0.969, Validation Accuracy:  0.973, Loss:  0.010
Epoch  91 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.974, Loss:  0.010
Epoch  91 Batch   23/269 - Train Accuracy:  0.974, Validation Accuracy:  0.974, Loss:  0.012
Epoch  91 Batch   24/269 - Train Accuracy:  0.974, Validation Accuracy:  0.974, Loss:  0.009
Epoch  91 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.010
Epoch  91 Batch   26/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  91 Batch   27/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  91 Batch   28/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.010
Epoch  91 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.009
Epoch  91 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  91 Batch   33/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  91 Batch   34/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  91 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.013
Epoch  91 Batch   36/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch   37/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch   38/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  91 Batch   39/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  91 Batch   40/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch   41/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  91 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch   43/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  91 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch   45/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  91 Batch   46/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  91 Batch   47/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  91 Batch   48/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  91 Batch   50/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  91 Batch   51/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  91 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  91 Batch   53/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  91 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch   55/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  91 Batch   56/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  91 Batch   57/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.011
Epoch  91 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  91 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  91 Batch   60/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  91 Batch   61/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  91 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  91 Batch   63/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.012
Epoch  91 Batch   64/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.006
Epoch  91 Batch   65/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch   66/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  91 Batch   67/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch   68/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.012
Epoch  91 Batch   69/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.011
Epoch  91 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  91 Batch   71/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch   72/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.012
Epoch  91 Batch   73/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  91 Batch   74/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  91 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch   76/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  91 Batch   77/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  91 Batch   79/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  91 Batch   80/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.006
Epoch  91 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  91 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  91 Batch   83/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  91 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  91 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  91 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  91 Batch   88/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  91 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  91 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch   93/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.008
Epoch  91 Batch   94/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.012
Epoch  91 Batch   95/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  91 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.012
Epoch  91 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.009
Epoch  91 Batch   98/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  91 Batch   99/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  91 Batch  100/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.011
Epoch  91 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  91 Batch  102/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.008
Epoch  91 Batch  103/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.012
Epoch  91 Batch  104/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  91 Batch  105/269 - Train Accuracy:  0.972, Validation Accuracy:  0.958, Loss:  0.009
Epoch  91 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.008
Epoch  91 Batch  107/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  91 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.007
Epoch  91 Batch  109/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.008
Epoch  91 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.007
Epoch  91 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  91 Batch  112/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  91 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  91 Batch  114/269 - Train Accuracy:  0.969, Validation Accuracy:  0.961, Loss:  0.010
Epoch  91 Batch  115/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  91 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  91 Batch  117/269 - Train Accuracy:  0.973, Validation Accuracy:  0.959, Loss:  0.011
Epoch  91 Batch  118/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.008
Epoch  91 Batch  119/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.011
Epoch  91 Batch  120/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.010
Epoch  91 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  122/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch  123/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  91 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  125/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  91 Batch  126/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  91 Batch  127/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  91 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.011
Epoch  91 Batch  129/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  91 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  91 Batch  131/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  91 Batch  132/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  91 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.007
Epoch  91 Batch  134/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  136/269 - Train Accuracy:  0.965, Validation Accuracy:  0.967, Loss:  0.010
Epoch  91 Batch  137/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  138/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch  139/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.009
Epoch  91 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  91 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.012
Epoch  91 Batch  142/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  144/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  91 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.004
Epoch  91 Batch  146/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  91 Batch  150/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  91 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  91 Batch  152/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  91 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch  155/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch  156/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  91 Batch  157/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch  158/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  91 Batch  160/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  162/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  91 Batch  164/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  91 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.010
Epoch  91 Batch  166/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  91 Batch  167/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  168/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  91 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  91 Batch  170/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  91 Batch  171/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  91 Batch  172/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.007
Epoch  91 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  174/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch  175/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  91 Batch  176/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  91 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  91 Batch  179/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  91 Batch  180/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  91 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  91 Batch  182/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  91 Batch  183/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  184/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.010
Epoch  91 Batch  185/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  186/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch  187/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch  188/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  91 Batch  189/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch  190/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch  191/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  91 Batch  192/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  91 Batch  193/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  91 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  91 Batch  195/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  197/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  91 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  91 Batch  199/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  91 Batch  200/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.006
Epoch  91 Batch  201/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  91 Batch  202/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  91 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  91 Batch  204/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  205/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch  206/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  91 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch  208/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.012
Epoch  91 Batch  209/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  91 Batch  210/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  91 Batch  211/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  91 Batch  213/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  214/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch  216/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch  217/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.010
Epoch  91 Batch  218/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.011
Epoch  91 Batch  219/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.009
Epoch  91 Batch  220/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  91 Batch  221/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  91 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  91 Batch  223/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  91 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  91 Batch  225/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  91 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  91 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  91 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  91 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  91 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch  231/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.012
Epoch  91 Batch  232/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.008
Epoch  91 Batch  233/269 - Train Accuracy:  0.982, Validation Accuracy:  0.972, Loss:  0.008
Epoch  91 Batch  234/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.007
Epoch  91 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.974, Loss:  0.005
Epoch  91 Batch  236/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.006
Epoch  91 Batch  237/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.010
Epoch  91 Batch  238/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  91 Batch  239/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.007
Epoch  91 Batch  240/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  91 Batch  241/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.011
Epoch  91 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.007
Epoch  91 Batch  243/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.007
Epoch  91 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch  245/269 - Train Accuracy:  0.966, Validation Accuracy:  0.968, Loss:  0.009
Epoch  91 Batch  246/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  247/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.006
Epoch  91 Batch  249/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.006
Epoch  91 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  91 Batch  251/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  91 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  91 Batch  253/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  91 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  91 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  91 Batch  256/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  91 Batch  257/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.011
Epoch  91 Batch  258/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  91 Batch  259/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  91 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  91 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  91 Batch  263/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.012
Epoch  91 Batch  264/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.007
Epoch  91 Batch  265/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  91 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  91 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch    0/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  92 Batch    2/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch    4/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.010
Epoch  92 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  92 Batch    6/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch    7/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch    8/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  92 Batch    9/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  92 Batch   10/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch   11/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  92 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.012
Epoch  92 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.959, Loss:  0.007
Epoch  92 Batch   14/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.007
Epoch  92 Batch   15/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  92 Batch   16/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.012
Epoch  92 Batch   17/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  92 Batch   18/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  92 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.008
Epoch  92 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch   21/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch   23/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  92 Batch   24/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.009
Epoch  92 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  92 Batch   26/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch   27/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.009
Epoch  92 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.006
Epoch  92 Batch   29/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch   30/269 - Train Accuracy:  0.967, Validation Accuracy:  0.966, Loss:  0.008
Epoch  92 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  92 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.005
Epoch  92 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.008
Epoch  92 Batch   34/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.013
Epoch  92 Batch   36/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.011
Epoch  92 Batch   37/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch   40/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  92 Batch   42/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  92 Batch   43/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch   45/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch   46/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  92 Batch   47/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  92 Batch   48/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch   49/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  92 Batch   50/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.010
Epoch  92 Batch   51/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch   52/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  92 Batch   53/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.006
Epoch  92 Batch   54/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  92 Batch   55/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  92 Batch   56/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch   57/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.012
Epoch  92 Batch   58/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  92 Batch   60/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  92 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  92 Batch   62/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  92 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch   64/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  92 Batch   65/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch   67/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  92 Batch   68/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  92 Batch   69/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  92 Batch   70/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  92 Batch   71/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.014
Epoch  92 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch   73/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.009
Epoch  92 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch   75/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  92 Batch   76/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  92 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  92 Batch   78/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  92 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  92 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  92 Batch   81/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  92 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  92 Batch   83/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  92 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  92 Batch   87/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  92 Batch   88/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.005
Epoch  92 Batch   89/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  92 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.007
Epoch  92 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.010
Epoch  92 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  92 Batch   93/269 - Train Accuracy:  0.965, Validation Accuracy:  0.962, Loss:  0.009
Epoch  92 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.013
Epoch  92 Batch   95/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  92 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.011
Epoch  92 Batch   97/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch   98/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.009
Epoch  92 Batch   99/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.005
Epoch  92 Batch  100/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  92 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch  103/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  92 Batch  104/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  92 Batch  105/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  92 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  92 Batch  107/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch  108/269 - Train Accuracy:  0.981, Validation Accuracy:  0.962, Loss:  0.007
Epoch  92 Batch  109/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  92 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  92 Batch  111/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.006
Epoch  92 Batch  112/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  92 Batch  113/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch  114/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  92 Batch  115/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  92 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  92 Batch  117/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.010
Epoch  92 Batch  118/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch  120/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  92 Batch  121/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  92 Batch  122/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  92 Batch  123/269 - Train Accuracy:  0.966, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch  124/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  92 Batch  125/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  92 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  92 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch  129/269 - Train Accuracy:  0.964, Validation Accuracy:  0.968, Loss:  0.012
Epoch  92 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.011
Epoch  92 Batch  131/269 - Train Accuracy:  0.967, Validation Accuracy:  0.971, Loss:  0.010
Epoch  92 Batch  132/269 - Train Accuracy:  0.966, Validation Accuracy:  0.972, Loss:  0.010
Epoch  92 Batch  133/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.009
Epoch  92 Batch  134/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.012
Epoch  92 Batch  135/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  92 Batch  136/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch  137/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch  138/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.973, Loss:  0.010
Epoch  92 Batch  141/269 - Train Accuracy:  0.981, Validation Accuracy:  0.973, Loss:  0.009
Epoch  92 Batch  142/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.010
Epoch  92 Batch  143/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.007
Epoch  92 Batch  144/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  92 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.005
Epoch  92 Batch  146/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch  147/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  92 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch  149/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  92 Batch  151/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  92 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  92 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  92 Batch  154/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  92 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.007
Epoch  92 Batch  156/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  92 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch  158/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  159/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch  160/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.011
Epoch  92 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  92 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  92 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.009
Epoch  92 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  92 Batch  166/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  92 Batch  167/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch  168/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.009
Epoch  92 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.006
Epoch  92 Batch  170/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  92 Batch  171/269 - Train Accuracy:  0.970, Validation Accuracy:  0.973, Loss:  0.010
Epoch  92 Batch  172/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.008
Epoch  92 Batch  173/269 - Train Accuracy:  0.969, Validation Accuracy:  0.973, Loss:  0.007
Epoch  92 Batch  174/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.008
Epoch  92 Batch  175/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.009
Epoch  92 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.008
Epoch  92 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch  179/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  92 Batch  180/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  92 Batch  181/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  92 Batch  182/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.006
Epoch  92 Batch  184/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.009
Epoch  92 Batch  185/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  92 Batch  186/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  92 Batch  187/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  188/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch  190/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  92 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  192/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch  193/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  92 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.010
Epoch  92 Batch  198/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  92 Batch  199/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.968, Loss:  0.004
Epoch  92 Batch  201/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch  202/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  92 Batch  203/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  92 Batch  204/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.009
Epoch  92 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  92 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.012
Epoch  92 Batch  207/269 - Train Accuracy:  0.967, Validation Accuracy:  0.962, Loss:  0.007
Epoch  92 Batch  208/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.014
Epoch  92 Batch  209/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.013
Epoch  92 Batch  210/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  92 Batch  211/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.016
Epoch  92 Batch  212/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  92 Batch  213/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  92 Batch  214/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  92 Batch  215/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  92 Batch  216/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  92 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.013
Epoch  92 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch  219/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  92 Batch  220/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  92 Batch  221/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch  222/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  92 Batch  223/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  92 Batch  224/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.014
Epoch  92 Batch  225/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  92 Batch  226/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.011
Epoch  92 Batch  227/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.014
Epoch  92 Batch  228/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  92 Batch  229/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  92 Batch  231/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.011
Epoch  92 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.009
Epoch  92 Batch  234/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.004
Epoch  92 Batch  236/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.008
Epoch  92 Batch  237/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  92 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.009
Epoch  92 Batch  239/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.011
Epoch  92 Batch  240/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  92 Batch  241/269 - Train Accuracy:  0.961, Validation Accuracy:  0.969, Loss:  0.010
Epoch  92 Batch  242/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  92 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.011
Epoch  92 Batch  244/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  92 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  92 Batch  246/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  92 Batch  247/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.013
Epoch  92 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  92 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch  252/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.005
Epoch  92 Batch  253/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  92 Batch  254/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  92 Batch  255/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  92 Batch  256/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  92 Batch  257/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.012
Epoch  92 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  92 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  92 Batch  260/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  92 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  92 Batch  262/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.012
Epoch  92 Batch  263/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  92 Batch  264/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.013
Epoch  92 Batch  265/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  92 Batch  266/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  92 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.011
Epoch  93 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch    1/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch    2/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  93 Batch    4/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  93 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  93 Batch    7/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  93 Batch    8/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  93 Batch    9/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  93 Batch   10/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch   11/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  93 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  93 Batch   13/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  93 Batch   14/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  93 Batch   15/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  93 Batch   16/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.012
Epoch  93 Batch   17/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch   18/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch   19/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch   20/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  93 Batch   21/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch   23/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  93 Batch   24/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  93 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  93 Batch   26/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.005
Epoch  93 Batch   27/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  93 Batch   28/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch   29/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  93 Batch   30/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch   32/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.005
Epoch  93 Batch   33/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  93 Batch   34/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.008
Epoch  93 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.973, Loss:  0.013
Epoch  93 Batch   36/269 - Train Accuracy:  0.980, Validation Accuracy:  0.973, Loss:  0.007
Epoch  93 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.974, Loss:  0.008
Epoch  93 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.974, Loss:  0.005
Epoch  93 Batch   39/269 - Train Accuracy:  0.974, Validation Accuracy:  0.974, Loss:  0.009
Epoch  93 Batch   40/269 - Train Accuracy:  0.969, Validation Accuracy:  0.972, Loss:  0.009
Epoch  93 Batch   41/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.008
Epoch  93 Batch   42/269 - Train Accuracy:  0.970, Validation Accuracy:  0.974, Loss:  0.008
Epoch  93 Batch   43/269 - Train Accuracy:  0.975, Validation Accuracy:  0.974, Loss:  0.009
Epoch  93 Batch   44/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.010
Epoch  93 Batch   45/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.009
Epoch  93 Batch   46/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch   47/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch   48/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch   49/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  93 Batch   50/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.010
Epoch  93 Batch   51/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  93 Batch   52/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  93 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch   54/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.012
Epoch  93 Batch   56/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  93 Batch   57/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  93 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  93 Batch   59/269 - Train Accuracy:  0.980, Validation Accuracy:  0.970, Loss:  0.005
Epoch  93 Batch   60/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  93 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch   62/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch   63/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.012
Epoch  93 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.006
Epoch  93 Batch   65/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch   67/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  93 Batch   68/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.011
Epoch  93 Batch   69/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  93 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  93 Batch   71/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.013
Epoch  93 Batch   72/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  93 Batch   73/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  93 Batch   74/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  93 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  93 Batch   76/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  93 Batch   77/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch   79/269 - Train Accuracy:  0.963, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.007
Epoch  93 Batch   81/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch   82/269 - Train Accuracy:  0.982, Validation Accuracy:  0.970, Loss:  0.006
Epoch  93 Batch   83/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch   84/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  93 Batch   85/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.007
Epoch  93 Batch   86/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  93 Batch   87/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  93 Batch   88/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.011
Epoch  93 Batch   89/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch   90/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch   91/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  93 Batch   92/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch   93/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.011
Epoch  93 Batch   95/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  93 Batch   97/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.011
Epoch  93 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  93 Batch   99/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  93 Batch  100/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.009
Epoch  93 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.012
Epoch  93 Batch  102/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  93 Batch  103/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch  104/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  93 Batch  105/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch  106/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  107/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  108/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  93 Batch  109/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch  110/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  93 Batch  111/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  93 Batch  113/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  93 Batch  114/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  93 Batch  115/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  117/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.010
Epoch  93 Batch  118/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  119/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.011
Epoch  93 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.007
Epoch  93 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.005
Epoch  93 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  123/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  93 Batch  124/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  93 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch  126/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch  128/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.008
Epoch  93 Batch  129/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.012
Epoch  93 Batch  130/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.013
Epoch  93 Batch  131/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.012
Epoch  93 Batch  132/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.013
Epoch  93 Batch  133/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.008
Epoch  93 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.007
Epoch  93 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.009
Epoch  93 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.974, Loss:  0.009
Epoch  93 Batch  137/269 - Train Accuracy:  0.966, Validation Accuracy:  0.972, Loss:  0.008
Epoch  93 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.006
Epoch  93 Batch  139/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.009
Epoch  93 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  93 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  93 Batch  142/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch  143/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  93 Batch  144/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  93 Batch  147/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch  149/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  93 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.011
Epoch  93 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  152/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  153/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  154/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  93 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch  156/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch  157/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch  158/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  93 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch  160/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  93 Batch  161/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  93 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  93 Batch  163/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  164/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  166/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch  167/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch  168/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.014
Epoch  93 Batch  169/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch  170/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.010
Epoch  93 Batch  171/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  93 Batch  172/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  93 Batch  173/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch  174/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  93 Batch  175/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.013
Epoch  93 Batch  176/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch  177/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.007
Epoch  93 Batch  178/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  93 Batch  179/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch  180/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  93 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.011
Epoch  93 Batch  182/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.008
Epoch  93 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.006
Epoch  93 Batch  184/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  185/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  186/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch  187/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch  188/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  93 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  93 Batch  190/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch  193/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.012
Epoch  93 Batch  195/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.008
Epoch  93 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  93 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  93 Batch  198/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  93 Batch  199/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch  200/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  93 Batch  202/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch  203/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.012
Epoch  93 Batch  204/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch  205/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  93 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.012
Epoch  93 Batch  207/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  208/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  93 Batch  209/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  93 Batch  210/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  93 Batch  211/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  93 Batch  212/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.013
Epoch  93 Batch  213/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  93 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  93 Batch  215/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  93 Batch  216/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  93 Batch  217/269 - Train Accuracy:  0.961, Validation Accuracy:  0.963, Loss:  0.013
Epoch  93 Batch  218/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.007
Epoch  93 Batch  219/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.009
Epoch  93 Batch  220/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  93 Batch  221/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  93 Batch  223/269 - Train Accuracy:  0.982, Validation Accuracy:  0.967, Loss:  0.005
Epoch  93 Batch  224/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  93 Batch  225/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  93 Batch  228/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.005
Epoch  93 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch  231/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.010
Epoch  93 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  93 Batch  233/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.009
Epoch  93 Batch  234/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  93 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.006
Epoch  93 Batch  236/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  93 Batch  237/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  93 Batch  238/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch  239/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  93 Batch  241/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  93 Batch  242/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  93 Batch  243/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  93 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  93 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  93 Batch  246/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  93 Batch  247/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  248/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  93 Batch  249/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  93 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.005
Epoch  93 Batch  253/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.007
Epoch  93 Batch  254/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  255/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  93 Batch  256/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch  257/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.013
Epoch  93 Batch  258/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  93 Batch  259/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  93 Batch  260/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  93 Batch  262/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  93 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  93 Batch  264/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  93 Batch  265/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.006
Epoch  93 Batch  266/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.005
Epoch  93 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch    0/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch    1/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  94 Batch    2/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  94 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.008
Epoch  94 Batch    4/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  94 Batch    5/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  94 Batch    6/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.006
Epoch  94 Batch    7/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch    8/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.011
Epoch  94 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch   11/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch   12/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  94 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  94 Batch   14/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.006
Epoch  94 Batch   15/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.006
Epoch  94 Batch   16/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.011
Epoch  94 Batch   17/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  94 Batch   18/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  94 Batch   19/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.006
Epoch  94 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch   21/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  94 Batch   22/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  94 Batch   23/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  94 Batch   24/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch   25/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch   26/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch   27/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  94 Batch   28/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.008
Epoch  94 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.010
Epoch  94 Batch   30/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  94 Batch   32/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.005
Epoch  94 Batch   33/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  94 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.008
Epoch  94 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.974, Loss:  0.011
Epoch  94 Batch   36/269 - Train Accuracy:  0.977, Validation Accuracy:  0.974, Loss:  0.008
Epoch  94 Batch   37/269 - Train Accuracy:  0.979, Validation Accuracy:  0.974, Loss:  0.007
Epoch  94 Batch   38/269 - Train Accuracy:  0.969, Validation Accuracy:  0.974, Loss:  0.007
Epoch  94 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.973, Loss:  0.006
Epoch  94 Batch   40/269 - Train Accuracy:  0.978, Validation Accuracy:  0.973, Loss:  0.009
Epoch  94 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.006
Epoch  94 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.007
Epoch  94 Batch   43/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.012
Epoch  94 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  94 Batch   45/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch   46/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  94 Batch   47/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.005
Epoch  94 Batch   48/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  94 Batch   49/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  94 Batch   50/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  94 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.011
Epoch  94 Batch   52/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  94 Batch   53/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch   54/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.008
Epoch  94 Batch   55/269 - Train Accuracy:  0.974, Validation Accuracy:  0.973, Loss:  0.008
Epoch  94 Batch   56/269 - Train Accuracy:  0.963, Validation Accuracy:  0.974, Loss:  0.010
Epoch  94 Batch   57/269 - Train Accuracy:  0.975, Validation Accuracy:  0.975, Loss:  0.011
Epoch  94 Batch   58/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.009
Epoch  94 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.008
Epoch  94 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch   61/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.008
Epoch  94 Batch   62/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.007
Epoch  94 Batch   63/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.008
Epoch  94 Batch   64/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.005
Epoch  94 Batch   65/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch   66/269 - Train Accuracy:  0.977, Validation Accuracy:  0.971, Loss:  0.010
Epoch  94 Batch   67/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.007
Epoch  94 Batch   68/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  94 Batch   69/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  94 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.012
Epoch  94 Batch   71/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.011
Epoch  94 Batch   72/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.008
Epoch  94 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch   74/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  94 Batch   75/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  94 Batch   76/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch   77/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch   78/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch   79/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch   80/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch   81/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  94 Batch   82/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.007
Epoch  94 Batch   83/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.013
Epoch  94 Batch   84/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  94 Batch   85/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  94 Batch   86/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.006
Epoch  94 Batch   87/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch   89/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch   92/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch   93/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  94 Batch   94/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.015
Epoch  94 Batch   95/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  94 Batch   96/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch   97/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch   98/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch   99/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  94 Batch  100/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch  101/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  94 Batch  102/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  94 Batch  103/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  104/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  94 Batch  105/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  94 Batch  106/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  94 Batch  107/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  94 Batch  109/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch  110/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.006
Epoch  94 Batch  111/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  94 Batch  112/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch  113/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch  115/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch  116/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  94 Batch  118/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch  119/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.011
Epoch  94 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.010
Epoch  94 Batch  121/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch  122/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch  123/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch  125/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.006
Epoch  94 Batch  126/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch  127/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  94 Batch  128/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  94 Batch  129/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.010
Epoch  94 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  94 Batch  131/269 - Train Accuracy:  0.965, Validation Accuracy:  0.969, Loss:  0.007
Epoch  94 Batch  132/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.011
Epoch  94 Batch  133/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  94 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  94 Batch  135/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  94 Batch  136/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  94 Batch  137/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  94 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.006
Epoch  94 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  94 Batch  140/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  94 Batch  141/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  94 Batch  142/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.009
Epoch  94 Batch  143/269 - Train Accuracy:  0.969, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.009
Epoch  94 Batch  145/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  94 Batch  146/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  94 Batch  147/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  94 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  94 Batch  149/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch  150/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  94 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.008
Epoch  94 Batch  152/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  94 Batch  153/269 - Train Accuracy:  0.980, Validation Accuracy:  0.962, Loss:  0.008
Epoch  94 Batch  154/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  156/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  94 Batch  157/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  94 Batch  158/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch  159/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch  160/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch  161/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.012
Epoch  94 Batch  163/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch  164/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.010
Epoch  94 Batch  165/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch  167/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch  168/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch  169/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.007
Epoch  94 Batch  170/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.011
Epoch  94 Batch  171/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  94 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  94 Batch  173/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  174/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  94 Batch  175/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  94 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  94 Batch  177/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  94 Batch  178/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.009
Epoch  94 Batch  179/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.006
Epoch  94 Batch  180/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  94 Batch  181/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.010
Epoch  94 Batch  182/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.009
Epoch  94 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.005
Epoch  94 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.011
Epoch  94 Batch  185/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.009
Epoch  94 Batch  186/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  94 Batch  187/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch  188/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.006
Epoch  94 Batch  189/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.006
Epoch  94 Batch  190/269 - Train Accuracy:  0.973, Validation Accuracy:  0.972, Loss:  0.010
Epoch  94 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.007
Epoch  94 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch  193/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.008
Epoch  94 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  94 Batch  195/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  94 Batch  196/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  94 Batch  197/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  94 Batch  198/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  94 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  94 Batch  200/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.007
Epoch  94 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  94 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  94 Batch  204/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  94 Batch  206/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  94 Batch  207/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  94 Batch  208/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  94 Batch  209/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  94 Batch  210/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  94 Batch  211/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  94 Batch  212/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.010
Epoch  94 Batch  213/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  94 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  94 Batch  215/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch  217/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.010
Epoch  94 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  94 Batch  219/269 - Train Accuracy:  0.981, Validation Accuracy:  0.963, Loss:  0.007
Epoch  94 Batch  220/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  94 Batch  221/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  94 Batch  222/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  94 Batch  223/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.005
Epoch  94 Batch  224/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  94 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch  226/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  94 Batch  228/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  94 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.006
Epoch  94 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch  231/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  94 Batch  232/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  94 Batch  233/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.010
Epoch  94 Batch  234/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  94 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  94 Batch  236/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  94 Batch  237/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  239/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.008
Epoch  94 Batch  240/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  94 Batch  241/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  242/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  94 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.006
Epoch  94 Batch  244/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.011
Epoch  94 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.011
Epoch  94 Batch  246/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.008
Epoch  94 Batch  247/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.007
Epoch  94 Batch  248/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  94 Batch  249/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  94 Batch  250/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.007
Epoch  94 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  94 Batch  252/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  94 Batch  253/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.006
Epoch  94 Batch  254/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.010
Epoch  94 Batch  255/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch  256/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  94 Batch  257/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.009
Epoch  94 Batch  258/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  94 Batch  259/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  94 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  94 Batch  261/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  94 Batch  262/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  94 Batch  263/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  94 Batch  264/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  94 Batch  265/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  94 Batch  266/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.009
Epoch  94 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch    0/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch    1/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch    2/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch    4/269 - Train Accuracy:  0.963, Validation Accuracy:  0.966, Loss:  0.011
Epoch  95 Batch    5/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch    6/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch    7/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch    8/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  95 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  95 Batch   10/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.007
Epoch  95 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.957, Loss:  0.011
Epoch  95 Batch   12/269 - Train Accuracy:  0.969, Validation Accuracy:  0.958, Loss:  0.012
Epoch  95 Batch   13/269 - Train Accuracy:  0.981, Validation Accuracy:  0.958, Loss:  0.009
Epoch  95 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.007
Epoch  95 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.005
Epoch  95 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  95 Batch   17/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.006
Epoch  95 Batch   18/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch   19/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  95 Batch   21/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch   22/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  95 Batch   23/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch   24/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch   25/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  95 Batch   26/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch   27/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch   28/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch   29/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.011
Epoch  95 Batch   30/269 - Train Accuracy:  0.966, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch   31/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  95 Batch   33/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.007
Epoch  95 Batch   34/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  95 Batch   35/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  95 Batch   36/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  95 Batch   37/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.010
Epoch  95 Batch   38/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  95 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.006
Epoch  95 Batch   40/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.013
Epoch  95 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch   42/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  95 Batch   43/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  95 Batch   44/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  95 Batch   45/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  95 Batch   46/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.005
Epoch  95 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch   49/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch   50/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  95 Batch   51/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  95 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.011
Epoch  95 Batch   54/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch   55/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.011
Epoch  95 Batch   56/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch   57/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  95 Batch   58/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  95 Batch   59/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  95 Batch   60/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.009
Epoch  95 Batch   61/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  95 Batch   62/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch   63/269 - Train Accuracy:  0.965, Validation Accuracy:  0.965, Loss:  0.012
Epoch  95 Batch   64/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.010
Epoch  95 Batch   65/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.009
Epoch  95 Batch   66/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.012
Epoch  95 Batch   67/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  95 Batch   68/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  95 Batch   69/269 - Train Accuracy:  0.958, Validation Accuracy:  0.968, Loss:  0.011
Epoch  95 Batch   70/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.010
Epoch  95 Batch   71/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.011
Epoch  95 Batch   72/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.014
Epoch  95 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.011
Epoch  95 Batch   74/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  95 Batch   75/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch   76/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  95 Batch   79/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  95 Batch   80/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.007
Epoch  95 Batch   81/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  95 Batch   83/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.012
Epoch  95 Batch   84/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.008
Epoch  95 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.010
Epoch  95 Batch   86/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch   87/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  95 Batch   88/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch   89/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch   90/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.011
Epoch  95 Batch   91/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.011
Epoch  95 Batch   92/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch   93/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch   94/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.015
Epoch  95 Batch   95/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch   96/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.014
Epoch  95 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch   98/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  95 Batch   99/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  95 Batch  100/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.012
Epoch  95 Batch  101/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.014
Epoch  95 Batch  102/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch  104/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch  105/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch  106/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  95 Batch  107/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch  108/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch  109/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch  110/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch  112/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.009
Epoch  95 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch  115/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.009
Epoch  95 Batch  116/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  95 Batch  117/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.008
Epoch  95 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.960, Loss:  0.008
Epoch  95 Batch  119/269 - Train Accuracy:  0.964, Validation Accuracy:  0.961, Loss:  0.010
Epoch  95 Batch  120/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  95 Batch  121/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  95 Batch  122/269 - Train Accuracy:  0.967, Validation Accuracy:  0.964, Loss:  0.011
Epoch  95 Batch  123/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.011
Epoch  95 Batch  124/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.008
Epoch  95 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.007
Epoch  95 Batch  126/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch  127/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  95 Batch  128/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.012
Epoch  95 Batch  129/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch  130/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.011
Epoch  95 Batch  131/269 - Train Accuracy:  0.961, Validation Accuracy:  0.965, Loss:  0.011
Epoch  95 Batch  132/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.014
Epoch  95 Batch  133/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch  134/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.007
Epoch  95 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.011
Epoch  95 Batch  137/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch  138/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  95 Batch  139/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch  140/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch  141/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  95 Batch  142/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.010
Epoch  95 Batch  143/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch  144/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.005
Epoch  95 Batch  146/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.011
Epoch  95 Batch  147/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  95 Batch  148/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch  149/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.011
Epoch  95 Batch  151/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  95 Batch  152/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  153/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.011
Epoch  95 Batch  154/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  155/269 - Train Accuracy:  0.965, Validation Accuracy:  0.964, Loss:  0.010
Epoch  95 Batch  156/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  95 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  95 Batch  158/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  95 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.007
Epoch  95 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.007
Epoch  95 Batch  164/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  165/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.008
Epoch  95 Batch  166/269 - Train Accuracy:  0.972, Validation Accuracy:  0.960, Loss:  0.009
Epoch  95 Batch  167/269 - Train Accuracy:  0.972, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch  168/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.011
Epoch  95 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  95 Batch  170/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.010
Epoch  95 Batch  171/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  95 Batch  172/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  174/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.009
Epoch  95 Batch  175/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.012
Epoch  95 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.006
Epoch  95 Batch  177/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  95 Batch  178/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.012
Epoch  95 Batch  179/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  95 Batch  180/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  95 Batch  181/269 - Train Accuracy:  0.968, Validation Accuracy:  0.971, Loss:  0.011
Epoch  95 Batch  182/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  95 Batch  183/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  95 Batch  184/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.010
Epoch  95 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.013
Epoch  95 Batch  186/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  95 Batch  187/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  188/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  95 Batch  189/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.008
Epoch  95 Batch  191/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.006
Epoch  95 Batch  192/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  193/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  194/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.009
Epoch  95 Batch  195/269 - Train Accuracy:  0.971, Validation Accuracy:  0.961, Loss:  0.009
Epoch  95 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.010
Epoch  95 Batch  197/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  95 Batch  198/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.007
Epoch  95 Batch  199/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.009
Epoch  95 Batch  200/269 - Train Accuracy:  0.985, Validation Accuracy:  0.963, Loss:  0.007
Epoch  95 Batch  201/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  95 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  95 Batch  203/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch  204/269 - Train Accuracy:  0.981, Validation Accuracy:  0.960, Loss:  0.006
Epoch  95 Batch  205/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.007
Epoch  95 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.012
Epoch  95 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.010
Epoch  95 Batch  208/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.012
Epoch  95 Batch  209/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.008
Epoch  95 Batch  210/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  95 Batch  211/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch  212/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  95 Batch  213/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  95 Batch  214/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  215/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.008
Epoch  95 Batch  216/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.011
Epoch  95 Batch  217/269 - Train Accuracy:  0.963, Validation Accuracy:  0.964, Loss:  0.013
Epoch  95 Batch  218/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  219/269 - Train Accuracy:  0.981, Validation Accuracy:  0.964, Loss:  0.007
Epoch  95 Batch  220/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  95 Batch  221/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  95 Batch  222/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.010
Epoch  95 Batch  223/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.004
Epoch  95 Batch  224/269 - Train Accuracy:  0.966, Validation Accuracy:  0.965, Loss:  0.015
Epoch  95 Batch  225/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  95 Batch  226/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch  227/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch  228/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.007
Epoch  95 Batch  229/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  95 Batch  230/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  95 Batch  231/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  95 Batch  232/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.007
Epoch  95 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.012
Epoch  95 Batch  234/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  95 Batch  235/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  95 Batch  236/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  95 Batch  237/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.007
Epoch  95 Batch  238/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.009
Epoch  95 Batch  239/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.008
Epoch  95 Batch  240/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.008
Epoch  95 Batch  241/269 - Train Accuracy:  0.959, Validation Accuracy:  0.969, Loss:  0.011
Epoch  95 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  95 Batch  243/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  95 Batch  244/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch  245/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.008
Epoch  95 Batch  246/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  95 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  95 Batch  248/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  95 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  250/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.010
Epoch  95 Batch  251/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  95 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.005
Epoch  95 Batch  253/269 - Train Accuracy:  0.965, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch  254/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  95 Batch  255/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  95 Batch  256/269 - Train Accuracy:  0.968, Validation Accuracy:  0.964, Loss:  0.007
Epoch  95 Batch  257/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.012
Epoch  95 Batch  258/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  95 Batch  259/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  95 Batch  260/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.010
Epoch  95 Batch  261/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  95 Batch  262/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch  263/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.012
Epoch  95 Batch  264/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  95 Batch  265/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  95 Batch  266/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  95 Batch  267/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  96 Batch    0/269 - Train Accuracy:  0.981, Validation Accuracy:  0.969, Loss:  0.013
Epoch  96 Batch    1/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  96 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  96 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch    4/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  96 Batch    5/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  96 Batch    6/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch    7/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  96 Batch    8/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch    9/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.007
Epoch  96 Batch   10/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch   11/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch   12/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.012
Epoch  96 Batch   13/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   14/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  96 Batch   15/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   16/269 - Train Accuracy:  0.965, Validation Accuracy:  0.968, Loss:  0.013
Epoch  96 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   18/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch   19/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   20/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch   21/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  96 Batch   23/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.010
Epoch  96 Batch   24/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.009
Epoch  96 Batch   25/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  96 Batch   26/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.007
Epoch  96 Batch   27/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.008
Epoch  96 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.010
Epoch  96 Batch   29/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.010
Epoch  96 Batch   30/269 - Train Accuracy:  0.964, Validation Accuracy:  0.970, Loss:  0.009
Epoch  96 Batch   31/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  96 Batch   32/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch   33/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.006
Epoch  96 Batch   34/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.007
Epoch  96 Batch   35/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.011
Epoch  96 Batch   36/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  96 Batch   37/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch   38/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  96 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.006
Epoch  96 Batch   40/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  96 Batch   41/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch   42/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch   43/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch   44/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  96 Batch   45/269 - Train Accuracy:  0.961, Validation Accuracy:  0.969, Loss:  0.010
Epoch  96 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch   47/269 - Train Accuracy:  0.983, Validation Accuracy:  0.968, Loss:  0.005
Epoch  96 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.011
Epoch  96 Batch   49/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch   50/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  96 Batch   51/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  96 Batch   52/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  96 Batch   53/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.011
Epoch  96 Batch   54/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.009
Epoch  96 Batch   55/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch   56/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.012
Epoch  96 Batch   57/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.011
Epoch  96 Batch   58/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch   59/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.007
Epoch  96 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.010
Epoch  96 Batch   61/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.010
Epoch  96 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  96 Batch   63/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  96 Batch   64/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch   65/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch   66/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   67/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch   68/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  96 Batch   69/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  96 Batch   70/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  96 Batch   71/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  96 Batch   72/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.007
Epoch  96 Batch   73/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.009
Epoch  96 Batch   74/269 - Train Accuracy:  0.978, Validation Accuracy:  0.956, Loss:  0.006
Epoch  96 Batch   75/269 - Train Accuracy:  0.966, Validation Accuracy:  0.958, Loss:  0.008
Epoch  96 Batch   76/269 - Train Accuracy:  0.973, Validation Accuracy:  0.958, Loss:  0.007
Epoch  96 Batch   77/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.010
Epoch  96 Batch   78/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  96 Batch   79/269 - Train Accuracy:  0.970, Validation Accuracy:  0.961, Loss:  0.010
Epoch  96 Batch   80/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.006
Epoch  96 Batch   81/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  96 Batch   82/269 - Train Accuracy:  0.984, Validation Accuracy:  0.963, Loss:  0.008
Epoch  96 Batch   83/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  96 Batch   84/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch   85/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  96 Batch   86/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   87/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   88/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch   89/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  96 Batch   90/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch   91/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch   93/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  96 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  96 Batch   95/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch   96/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch   97/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.010
Epoch  96 Batch   98/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.009
Epoch  96 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.007
Epoch  96 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.009
Epoch  96 Batch  101/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.010
Epoch  96 Batch  102/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.007
Epoch  96 Batch  103/269 - Train Accuracy:  0.970, Validation Accuracy:  0.963, Loss:  0.008
Epoch  96 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  96 Batch  106/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  96 Batch  107/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch  108/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch  109/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.010
Epoch  96 Batch  110/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.006
Epoch  96 Batch  111/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch  112/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch  113/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch  114/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  96 Batch  115/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  116/269 - Train Accuracy:  0.983, Validation Accuracy:  0.964, Loss:  0.007
Epoch  96 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.007
Epoch  96 Batch  118/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.005
Epoch  96 Batch  119/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  96 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.010
Epoch  96 Batch  121/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.005
Epoch  96 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.006
Epoch  96 Batch  123/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  96 Batch  124/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  125/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.006
Epoch  96 Batch  126/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  127/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.007
Epoch  96 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  96 Batch  129/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  130/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.009
Epoch  96 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.010
Epoch  96 Batch  132/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.009
Epoch  96 Batch  133/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.011
Epoch  96 Batch  134/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  135/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch  136/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch  137/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch  138/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch  139/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  96 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  96 Batch  141/269 - Train Accuracy:  0.981, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch  142/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  96 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  96 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  96 Batch  145/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.004
Epoch  96 Batch  146/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.005
Epoch  96 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  148/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  149/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  96 Batch  150/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch  151/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.007
Epoch  96 Batch  153/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  154/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  156/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch  157/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  158/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.013
Epoch  96 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.007
Epoch  96 Batch  161/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.006
Epoch  96 Batch  162/269 - Train Accuracy:  0.975, Validation Accuracy:  0.961, Loss:  0.008
Epoch  96 Batch  163/269 - Train Accuracy:  0.980, Validation Accuracy:  0.961, Loss:  0.007
Epoch  96 Batch  164/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  96 Batch  165/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.011
Epoch  96 Batch  166/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.007
Epoch  96 Batch  167/269 - Train Accuracy:  0.979, Validation Accuracy:  0.960, Loss:  0.009
Epoch  96 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  96 Batch  169/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.009
Epoch  96 Batch  170/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.010
Epoch  96 Batch  171/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  172/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  173/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  96 Batch  174/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  96 Batch  175/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch  176/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch  177/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch  178/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  179/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.004
Epoch  96 Batch  180/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  181/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  96 Batch  182/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  183/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.007
Epoch  96 Batch  184/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.010
Epoch  96 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.011
Epoch  96 Batch  186/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  96 Batch  187/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.009
Epoch  96 Batch  188/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  96 Batch  189/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.005
Epoch  96 Batch  190/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  191/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch  192/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch  193/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  194/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  96 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  196/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  197/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  198/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  199/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.011
Epoch  96 Batch  200/269 - Train Accuracy:  0.982, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  201/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  202/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  203/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch  204/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  96 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  206/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.009
Epoch  96 Batch  207/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  208/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  96 Batch  209/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  210/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.005
Epoch  96 Batch  211/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch  212/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  214/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch  215/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.010
Epoch  96 Batch  217/269 - Train Accuracy:  0.964, Validation Accuracy:  0.966, Loss:  0.011
Epoch  96 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  219/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  220/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  96 Batch  221/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.007
Epoch  96 Batch  222/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  223/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  224/269 - Train Accuracy:  0.964, Validation Accuracy:  0.965, Loss:  0.011
Epoch  96 Batch  225/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  226/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  96 Batch  228/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  229/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.006
Epoch  96 Batch  230/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.005
Epoch  96 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch  232/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  96 Batch  233/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.010
Epoch  96 Batch  234/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  96 Batch  235/269 - Train Accuracy:  0.982, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch  236/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.009
Epoch  96 Batch  237/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.011
Epoch  96 Batch  238/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  96 Batch  239/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  96 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  96 Batch  241/269 - Train Accuracy:  0.964, Validation Accuracy:  0.969, Loss:  0.011
Epoch  96 Batch  242/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.006
Epoch  96 Batch  243/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.005
Epoch  96 Batch  244/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  96 Batch  245/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.008
Epoch  96 Batch  246/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.011
Epoch  96 Batch  247/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  96 Batch  248/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  249/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.010
Epoch  96 Batch  250/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  96 Batch  251/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  96 Batch  252/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.006
Epoch  96 Batch  253/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.006
Epoch  96 Batch  254/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  96 Batch  255/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  96 Batch  256/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.010
Epoch  96 Batch  257/269 - Train Accuracy:  0.968, Validation Accuracy:  0.963, Loss:  0.011
Epoch  96 Batch  258/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.008
Epoch  96 Batch  259/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.006
Epoch  96 Batch  260/269 - Train Accuracy:  0.970, Validation Accuracy:  0.962, Loss:  0.009
Epoch  96 Batch  261/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.009
Epoch  96 Batch  262/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.011
Epoch  96 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.008
Epoch  96 Batch  264/269 - Train Accuracy:  0.970, Validation Accuracy:  0.964, Loss:  0.008
Epoch  96 Batch  265/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.011
Epoch  96 Batch  266/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  96 Batch  267/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  97 Batch    0/269 - Train Accuracy:  0.975, Validation Accuracy:  0.960, Loss:  0.005
Epoch  97 Batch    1/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.010
Epoch  97 Batch    2/269 - Train Accuracy:  0.974, Validation Accuracy:  0.960, Loss:  0.009
Epoch  97 Batch    3/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.010
Epoch  97 Batch    4/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.010
Epoch  97 Batch    5/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch    6/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.006
Epoch  97 Batch    7/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  97 Batch    8/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch    9/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   10/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  97 Batch   11/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.009
Epoch  97 Batch   12/269 - Train Accuracy:  0.972, Validation Accuracy:  0.973, Loss:  0.008
Epoch  97 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.006
Epoch  97 Batch   14/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.008
Epoch  97 Batch   15/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.004
Epoch  97 Batch   16/269 - Train Accuracy:  0.968, Validation Accuracy:  0.972, Loss:  0.013
Epoch  97 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.009
Epoch  97 Batch   18/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.008
Epoch  97 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.009
Epoch  97 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.008
Epoch  97 Batch   21/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.011
Epoch  97 Batch   22/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  97 Batch   23/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch   24/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.013
Epoch  97 Batch   26/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  97 Batch   27/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.007
Epoch  97 Batch   28/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.011
Epoch  97 Batch   29/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.011
Epoch  97 Batch   30/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch   31/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  97 Batch   33/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch   34/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  97 Batch   35/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   36/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  97 Batch   37/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  97 Batch   38/269 - Train Accuracy:  0.975, Validation Accuracy:  0.972, Loss:  0.005
Epoch  97 Batch   39/269 - Train Accuracy:  0.970, Validation Accuracy:  0.972, Loss:  0.008
Epoch  97 Batch   40/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   41/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.008
Epoch  97 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   43/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  97 Batch   44/269 - Train Accuracy:  0.980, Validation Accuracy:  0.969, Loss:  0.007
Epoch  97 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  97 Batch   46/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.006
Epoch  97 Batch   47/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.005
Epoch  97 Batch   48/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.007
Epoch  97 Batch   49/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch   50/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   51/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   52/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  97 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.009
Epoch  97 Batch   54/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   55/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.008
Epoch  97 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch   57/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  97 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.009
Epoch  97 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  97 Batch   60/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.009
Epoch  97 Batch   61/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  97 Batch   63/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  97 Batch   65/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch   66/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.010
Epoch  97 Batch   67/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  97 Batch   68/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  97 Batch   69/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.013
Epoch  97 Batch   70/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.010
Epoch  97 Batch   71/269 - Train Accuracy:  0.967, Validation Accuracy:  0.963, Loss:  0.012
Epoch  97 Batch   72/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.007
Epoch  97 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.008
Epoch  97 Batch   74/269 - Train Accuracy:  0.976, Validation Accuracy:  0.960, Loss:  0.007
Epoch  97 Batch   75/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.008
Epoch  97 Batch   76/269 - Train Accuracy:  0.971, Validation Accuracy:  0.960, Loss:  0.007
Epoch  97 Batch   77/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.006
Epoch  97 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.007
Epoch  97 Batch   79/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.009
Epoch  97 Batch   80/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.007
Epoch  97 Batch   81/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.009
Epoch  97 Batch   82/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch   83/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch   84/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  97 Batch   85/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.006
Epoch  97 Batch   86/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.961, Loss:  0.012
Epoch  97 Batch   88/269 - Train Accuracy:  0.978, Validation Accuracy:  0.960, Loss:  0.008
Epoch  97 Batch   89/269 - Train Accuracy:  0.978, Validation Accuracy:  0.962, Loss:  0.011
Epoch  97 Batch   90/269 - Train Accuracy:  0.969, Validation Accuracy:  0.962, Loss:  0.007
Epoch  97 Batch   91/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.011
Epoch  97 Batch   92/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.006
Epoch  97 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.962, Loss:  0.006
Epoch  97 Batch   94/269 - Train Accuracy:  0.968, Validation Accuracy:  0.961, Loss:  0.012
Epoch  97 Batch   95/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  97 Batch   96/269 - Train Accuracy:  0.964, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch   97/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  97 Batch   98/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  97 Batch   99/269 - Train Accuracy:  0.977, Validation Accuracy:  0.964, Loss:  0.005
Epoch  97 Batch  100/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.012
Epoch  97 Batch  102/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  103/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  104/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  97 Batch  105/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  106/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  107/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  108/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  109/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  110/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.006
Epoch  97 Batch  111/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  112/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch  113/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  97 Batch  114/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch  115/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.009
Epoch  97 Batch  116/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch  117/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.006
Epoch  97 Batch  118/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch  119/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.008
Epoch  97 Batch  120/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  121/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  122/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  123/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.007
Epoch  97 Batch  124/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  97 Batch  125/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.007
Epoch  97 Batch  126/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch  127/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.010
Epoch  97 Batch  128/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  97 Batch  129/269 - Train Accuracy:  0.968, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch  130/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.009
Epoch  97 Batch  131/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.007
Epoch  97 Batch  132/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.011
Epoch  97 Batch  133/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  97 Batch  134/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.008
Epoch  97 Batch  135/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.007
Epoch  97 Batch  136/269 - Train Accuracy:  0.969, Validation Accuracy:  0.968, Loss:  0.008
Epoch  97 Batch  137/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch  138/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.009
Epoch  97 Batch  139/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.009
Epoch  97 Batch  140/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  97 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  97 Batch  142/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.009
Epoch  97 Batch  143/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch  144/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.007
Epoch  97 Batch  145/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.006
Epoch  97 Batch  146/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  97 Batch  147/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch  148/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.009
Epoch  97 Batch  149/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.008
Epoch  97 Batch  150/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.010
Epoch  97 Batch  151/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  97 Batch  152/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  97 Batch  153/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.010
Epoch  97 Batch  154/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  97 Batch  155/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  97 Batch  156/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.008
Epoch  97 Batch  157/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  97 Batch  158/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.010
Epoch  97 Batch  159/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  97 Batch  160/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch  161/269 - Train Accuracy:  0.978, Validation Accuracy:  0.970, Loss:  0.007
Epoch  97 Batch  162/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.006
Epoch  97 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.969, Loss:  0.006
Epoch  97 Batch  164/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch  165/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  97 Batch  166/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.009
Epoch  97 Batch  167/269 - Train Accuracy:  0.979, Validation Accuracy:  0.970, Loss:  0.008
Epoch  97 Batch  168/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch  169/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch  170/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  97 Batch  171/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.009
Epoch  97 Batch  173/269 - Train Accuracy:  0.970, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch  174/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch  175/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  97 Batch  176/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  97 Batch  177/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.006
Epoch  97 Batch  178/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  97 Batch  179/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.006
Epoch  97 Batch  180/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.009
Epoch  97 Batch  181/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch  182/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  97 Batch  183/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.010
Epoch  97 Batch  184/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.010
Epoch  97 Batch  185/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.010
Epoch  97 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.008
Epoch  97 Batch  187/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.010
Epoch  97 Batch  188/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.010
Epoch  97 Batch  189/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.007
Epoch  97 Batch  190/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  191/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  192/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  193/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  194/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch  195/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  97 Batch  196/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  97 Batch  197/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.011
Epoch  97 Batch  198/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  199/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch  200/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch  201/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch  202/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.009
Epoch  97 Batch  203/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.009
Epoch  97 Batch  204/269 - Train Accuracy:  0.980, Validation Accuracy:  0.964, Loss:  0.008
Epoch  97 Batch  205/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  97 Batch  206/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.010
Epoch  97 Batch  207/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  208/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  97 Batch  209/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  210/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.008
Epoch  97 Batch  211/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.009
Epoch  97 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  97 Batch  213/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.009
Epoch  97 Batch  214/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  215/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  216/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.010
Epoch  97 Batch  217/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  218/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.010
Epoch  97 Batch  219/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.009
Epoch  97 Batch  220/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.008
Epoch  97 Batch  221/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  222/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.005
Epoch  97 Batch  223/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch  224/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  97 Batch  225/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  97 Batch  226/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  97 Batch  227/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.010
Epoch  97 Batch  228/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  97 Batch  229/269 - Train Accuracy:  0.976, Validation Accuracy:  0.962, Loss:  0.008
Epoch  97 Batch  230/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.010
Epoch  97 Batch  231/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  97 Batch  232/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.008
Epoch  97 Batch  233/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.009
Epoch  97 Batch  234/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  235/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.008
Epoch  97 Batch  236/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.008
Epoch  97 Batch  237/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.008
Epoch  97 Batch  238/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.012
Epoch  97 Batch  239/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch  240/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  97 Batch  241/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.011
Epoch  97 Batch  242/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.008
Epoch  97 Batch  243/269 - Train Accuracy:  0.975, Validation Accuracy:  0.963, Loss:  0.009
Epoch  97 Batch  244/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.006
Epoch  97 Batch  245/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  97 Batch  246/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.011
Epoch  97 Batch  247/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  97 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  97 Batch  249/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  97 Batch  250/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.963, Loss:  0.010
Epoch  97 Batch  252/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.007
Epoch  97 Batch  253/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.012
Epoch  97 Batch  254/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  97 Batch  255/269 - Train Accuracy:  0.968, Validation Accuracy:  0.966, Loss:  0.012
Epoch  97 Batch  256/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.008
Epoch  97 Batch  257/269 - Train Accuracy:  0.970, Validation Accuracy:  0.968, Loss:  0.010
Epoch  97 Batch  258/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.006
Epoch  97 Batch  259/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  97 Batch  260/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.009
Epoch  97 Batch  261/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.007
Epoch  97 Batch  262/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.010
Epoch  97 Batch  263/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.012
Epoch  97 Batch  264/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.011
Epoch  97 Batch  265/269 - Train Accuracy:  0.979, Validation Accuracy:  0.961, Loss:  0.007
Epoch  97 Batch  266/269 - Train Accuracy:  0.968, Validation Accuracy:  0.962, Loss:  0.007
Epoch  97 Batch  267/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.009
Epoch  98 Batch    0/269 - Train Accuracy:  0.978, Validation Accuracy:  0.961, Loss:  0.009
Epoch  98 Batch    1/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  98 Batch    2/269 - Train Accuracy:  0.973, Validation Accuracy:  0.961, Loss:  0.011
Epoch  98 Batch    3/269 - Train Accuracy:  0.976, Validation Accuracy:  0.961, Loss:  0.010
Epoch  98 Batch    4/269 - Train Accuracy:  0.972, Validation Accuracy:  0.959, Loss:  0.007
Epoch  98 Batch    5/269 - Train Accuracy:  0.973, Validation Accuracy:  0.960, Loss:  0.007
Epoch  98 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.961, Loss:  0.007
Epoch  98 Batch    7/269 - Train Accuracy:  0.975, Validation Accuracy:  0.962, Loss:  0.009
Epoch  98 Batch    8/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.011
Epoch  98 Batch    9/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch   10/269 - Train Accuracy:  0.981, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch   11/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch   12/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.012
Epoch  98 Batch   13/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch   14/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  98 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  98 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.012
Epoch  98 Batch   17/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch   18/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch   19/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch   20/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.010
Epoch  98 Batch   21/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.009
Epoch  98 Batch   22/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.007
Epoch  98 Batch   23/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.013
Epoch  98 Batch   24/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch   25/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch   26/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.012
Epoch  98 Batch   27/269 - Train Accuracy:  0.980, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.006
Epoch  98 Batch   29/269 - Train Accuracy:  0.970, Validation Accuracy:  0.967, Loss:  0.009
Epoch  98 Batch   30/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.014
Epoch  98 Batch   31/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch   32/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  98 Batch   33/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  98 Batch   34/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.005
Epoch  98 Batch   35/269 - Train Accuracy:  0.972, Validation Accuracy:  0.967, Loss:  0.010
Epoch  98 Batch   36/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  98 Batch   37/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.010
Epoch  98 Batch   38/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  98 Batch   39/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch   40/269 - Train Accuracy:  0.979, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch   41/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch   42/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch   43/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.006
Epoch  98 Batch   44/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.010
Epoch  98 Batch   45/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch   46/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.006
Epoch  98 Batch   47/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.005
Epoch  98 Batch   48/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.007
Epoch  98 Batch   49/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch   50/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.010
Epoch  98 Batch   51/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch   52/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.005
Epoch  98 Batch   53/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
Epoch  98 Batch   54/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  98 Batch   56/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  98 Batch   57/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch   58/269 - Train Accuracy:  0.971, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch   59/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  98 Batch   60/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.008
Epoch  98 Batch   61/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  98 Batch   63/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  98 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.006
Epoch  98 Batch   65/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.006
Epoch  98 Batch   66/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  98 Batch   67/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  98 Batch   68/269 - Train Accuracy:  0.972, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch   69/269 - Train Accuracy:  0.968, Validation Accuracy:  0.967, Loss:  0.013
Epoch  98 Batch   70/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  98 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.009
Epoch  98 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  98 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.008
Epoch  98 Batch   74/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch   75/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.014
Epoch  98 Batch   76/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch   77/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.010
Epoch  98 Batch   78/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch   79/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.010
Epoch  98 Batch   80/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  98 Batch   81/269 - Train Accuracy:  0.979, Validation Accuracy:  0.964, Loss:  0.006
Epoch  98 Batch   82/269 - Train Accuracy:  0.979, Validation Accuracy:  0.962, Loss:  0.007
Epoch  98 Batch   83/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.012
Epoch  98 Batch   84/269 - Train Accuracy:  0.974, Validation Accuracy:  0.962, Loss:  0.006
Epoch  98 Batch   85/269 - Train Accuracy:  0.980, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch   86/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  98 Batch   87/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch   88/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.010
Epoch  98 Batch   89/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch   90/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch   91/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.007
Epoch  98 Batch   92/269 - Train Accuracy:  0.971, Validation Accuracy:  0.963, Loss:  0.007
Epoch  98 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.006
Epoch  98 Batch   94/269 - Train Accuracy:  0.973, Validation Accuracy:  0.963, Loss:  0.014
Epoch  98 Batch   95/269 - Train Accuracy:  0.978, Validation Accuracy:  0.963, Loss:  0.007
Epoch  98 Batch   96/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.008
Epoch  98 Batch   97/269 - Train Accuracy:  0.977, Validation Accuracy:  0.962, Loss:  0.008
Epoch  98 Batch   98/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.010
Epoch  98 Batch   99/269 - Train Accuracy:  0.974, Validation Accuracy:  0.961, Loss:  0.014
Epoch  98 Batch  100/269 - Train Accuracy:  0.971, Validation Accuracy:  0.962, Loss:  0.011
Epoch  98 Batch  101/269 - Train Accuracy:  0.972, Validation Accuracy:  0.963, Loss:  0.013
Epoch  98 Batch  102/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  98 Batch  103/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  98 Batch  104/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  98 Batch  105/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.009
Epoch  98 Batch  106/269 - Train Accuracy:  0.967, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch  107/269 - Train Accuracy:  0.969, Validation Accuracy:  0.969, Loss:  0.007
Epoch  98 Batch  108/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.012
Epoch  98 Batch  109/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.010
Epoch  98 Batch  110/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  98 Batch  111/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.007
Epoch  98 Batch  112/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch  113/269 - Train Accuracy:  0.967, Validation Accuracy:  0.965, Loss:  0.010
Epoch  98 Batch  114/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.010
Epoch  98 Batch  115/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch  116/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch  117/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  98 Batch  118/269 - Train Accuracy:  0.981, Validation Accuracy:  0.967, Loss:  0.006
Epoch  98 Batch  119/269 - Train Accuracy:  0.968, Validation Accuracy:  0.968, Loss:  0.010
Epoch  98 Batch  120/269 - Train Accuracy:  0.971, Validation Accuracy:  0.968, Loss:  0.010
Epoch  98 Batch  121/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.008
Epoch  98 Batch  122/269 - Train Accuracy:  0.970, Validation Accuracy:  0.971, Loss:  0.011
Epoch  98 Batch  123/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.007
Epoch  98 Batch  124/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  98 Batch  125/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.006
Epoch  98 Batch  126/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  98 Batch  127/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  98 Batch  128/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.010
Epoch  98 Batch  129/269 - Train Accuracy:  0.972, Validation Accuracy:  0.968, Loss:  0.011
Epoch  98 Batch  130/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.011
Epoch  98 Batch  131/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.011
Epoch  98 Batch  132/269 - Train Accuracy:  0.971, Validation Accuracy:  0.972, Loss:  0.011
Epoch  98 Batch  133/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  98 Batch  134/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.007
Epoch  98 Batch  135/269 - Train Accuracy:  0.976, Validation Accuracy:  0.972, Loss:  0.007
Epoch  98 Batch  136/269 - Train Accuracy:  0.972, Validation Accuracy:  0.972, Loss:  0.010
Epoch  98 Batch  137/269 - Train Accuracy:  0.971, Validation Accuracy:  0.973, Loss:  0.010
Epoch  98 Batch  138/269 - Train Accuracy:  0.973, Validation Accuracy:  0.973, Loss:  0.008
Epoch  98 Batch  139/269 - Train Accuracy:  0.969, Validation Accuracy:  0.973, Loss:  0.008
Epoch  98 Batch  140/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch  141/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.010
Epoch  98 Batch  142/269 - Train Accuracy:  0.968, Validation Accuracy:  0.970, Loss:  0.010
Epoch  98 Batch  143/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.007
Epoch  98 Batch  144/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.007
Epoch  98 Batch  145/269 - Train Accuracy:  0.978, Validation Accuracy:  0.969, Loss:  0.005
Epoch  98 Batch  146/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  98 Batch  147/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.010
Epoch  98 Batch  148/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.011
Epoch  98 Batch  149/269 - Train Accuracy:  0.980, Validation Accuracy:  0.963, Loss:  0.008
Epoch  98 Batch  150/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.011
Epoch  98 Batch  151/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.010
Epoch  98 Batch  152/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.009
Epoch  98 Batch  153/269 - Train Accuracy:  0.981, Validation Accuracy:  0.965, Loss:  0.008
Epoch  98 Batch  154/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.007
Epoch  98 Batch  155/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.006
Epoch  98 Batch  156/269 - Train Accuracy:  0.972, Validation Accuracy:  0.964, Loss:  0.012
Epoch  98 Batch  157/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch  158/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  159/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.009
Epoch  98 Batch  160/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  161/269 - Train Accuracy:  0.973, Validation Accuracy:  0.969, Loss:  0.012
Epoch  98 Batch  162/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.009
Epoch  98 Batch  163/269 - Train Accuracy:  0.982, Validation Accuracy:  0.968, Loss:  0.013
Epoch  98 Batch  164/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  165/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.007
Epoch  98 Batch  166/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  167/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch  168/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  98 Batch  169/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.007
Epoch  98 Batch  170/269 - Train Accuracy:  0.969, Validation Accuracy:  0.965, Loss:  0.013
Epoch  98 Batch  171/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.011
Epoch  98 Batch  172/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.010
Epoch  98 Batch  173/269 - Train Accuracy:  0.972, Validation Accuracy:  0.971, Loss:  0.009
Epoch  98 Batch  174/269 - Train Accuracy:  0.974, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch  175/269 - Train Accuracy:  0.969, Validation Accuracy:  0.970, Loss:  0.013
Epoch  98 Batch  176/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.008
Epoch  98 Batch  177/269 - Train Accuracy:  0.977, Validation Accuracy:  0.972, Loss:  0.009
Epoch  98 Batch  178/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.008
Epoch  98 Batch  179/269 - Train Accuracy:  0.979, Validation Accuracy:  0.972, Loss:  0.006
Epoch  98 Batch  180/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.008
Epoch  98 Batch  181/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.011
Epoch  98 Batch  182/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch  183/269 - Train Accuracy:  0.982, Validation Accuracy:  0.971, Loss:  0.006
Epoch  98 Batch  184/269 - Train Accuracy:  0.966, Validation Accuracy:  0.971, Loss:  0.008
Epoch  98 Batch  185/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.009
Epoch  98 Batch  186/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.008
Epoch  98 Batch  187/269 - Train Accuracy:  0.977, Validation Accuracy:  0.973, Loss:  0.008
Epoch  98 Batch  188/269 - Train Accuracy:  0.975, Validation Accuracy:  0.973, Loss:  0.010
Epoch  98 Batch  189/269 - Train Accuracy:  0.981, Validation Accuracy:  0.972, Loss:  0.007
Epoch  98 Batch  190/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  98 Batch  191/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.009
Epoch  98 Batch  192/269 - Train Accuracy:  0.980, Validation Accuracy:  0.972, Loss:  0.006
Epoch  98 Batch  193/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.007
Epoch  98 Batch  194/269 - Train Accuracy:  0.974, Validation Accuracy:  0.971, Loss:  0.010
Epoch  98 Batch  195/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  98 Batch  196/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch  197/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch  198/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  98 Batch  199/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.015
Epoch  98 Batch  200/269 - Train Accuracy:  0.984, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch  201/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch  202/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.009
Epoch  98 Batch  203/269 - Train Accuracy:  0.974, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch  204/269 - Train Accuracy:  0.983, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch  205/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch  206/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.010
Epoch  98 Batch  207/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.009
Epoch  98 Batch  208/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.012
Epoch  98 Batch  209/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  98 Batch  210/269 - Train Accuracy:  0.982, Validation Accuracy:  0.964, Loss:  0.009
Epoch  98 Batch  211/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  98 Batch  212/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.011
Epoch  98 Batch  213/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  98 Batch  214/269 - Train Accuracy:  0.976, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch  215/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.009
Epoch  98 Batch  216/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.009
Epoch  98 Batch  217/269 - Train Accuracy:  0.962, Validation Accuracy:  0.966, Loss:  0.012
Epoch  98 Batch  218/269 - Train Accuracy:  0.980, Validation Accuracy:  0.967, Loss:  0.008
Epoch  98 Batch  219/269 - Train Accuracy:  0.975, Validation Accuracy:  0.965, Loss:  0.010
Epoch  98 Batch  220/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  98 Batch  221/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.006
Epoch  98 Batch  222/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.008
Epoch  98 Batch  223/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.005
Epoch  98 Batch  224/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.010
Epoch  98 Batch  225/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  226/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.011
Epoch  98 Batch  227/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.013
Epoch  98 Batch  228/269 - Train Accuracy:  0.980, Validation Accuracy:  0.966, Loss:  0.006
Epoch  98 Batch  229/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.006
Epoch  98 Batch  230/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch  231/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.010
Epoch  98 Batch  232/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  98 Batch  233/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  234/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  98 Batch  235/269 - Train Accuracy:  0.981, Validation Accuracy:  0.970, Loss:  0.004
Epoch  98 Batch  236/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.007
Epoch  98 Batch  237/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  98 Batch  238/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  98 Batch  239/269 - Train Accuracy:  0.979, Validation Accuracy:  0.971, Loss:  0.009
Epoch  98 Batch  240/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  98 Batch  241/269 - Train Accuracy:  0.962, Validation Accuracy:  0.971, Loss:  0.010
Epoch  98 Batch  242/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.009
Epoch  98 Batch  243/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
Epoch  98 Batch  244/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.006
Epoch  98 Batch  245/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  246/269 - Train Accuracy:  0.967, Validation Accuracy:  0.968, Loss:  0.012
Epoch  98 Batch  247/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.009
Epoch  98 Batch  248/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.006
Epoch  98 Batch  249/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  250/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  98 Batch  251/269 - Train Accuracy:  0.976, Validation Accuracy:  0.970, Loss:  0.010
Epoch  98 Batch  252/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  98 Batch  253/269 - Train Accuracy:  0.978, Validation Accuracy:  0.971, Loss:  0.008
Epoch  98 Batch  254/269 - Train Accuracy:  0.974, Validation Accuracy:  0.972, Loss:  0.010
Epoch  98 Batch  255/269 - Train Accuracy:  0.978, Validation Accuracy:  0.972, Loss:  0.008
Epoch  98 Batch  256/269 - Train Accuracy:  0.972, Validation Accuracy:  0.973, Loss:  0.010
Epoch  98 Batch  257/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.010
Epoch  98 Batch  258/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  98 Batch  259/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  98 Batch  260/269 - Train Accuracy:  0.973, Validation Accuracy:  0.967, Loss:  0.008
Epoch  98 Batch  261/269 - Train Accuracy:  0.977, Validation Accuracy:  0.967, Loss:  0.009
Epoch  98 Batch  262/269 - Train Accuracy:  0.972, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch  263/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.010
Epoch  98 Batch  264/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  98 Batch  265/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.011
Epoch  98 Batch  266/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.008
Epoch  98 Batch  267/269 - Train Accuracy:  0.977, Validation Accuracy:  0.966, Loss:  0.010
Epoch  99 Batch    0/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.006
Epoch  99 Batch    1/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.006
Epoch  99 Batch    2/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  99 Batch    3/269 - Train Accuracy:  0.979, Validation Accuracy:  0.966, Loss:  0.007
Epoch  99 Batch    4/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch    5/269 - Train Accuracy:  0.974, Validation Accuracy:  0.968, Loss:  0.008
Epoch  99 Batch    6/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.007
Epoch  99 Batch    7/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.008
Epoch  99 Batch    8/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.012
Epoch  99 Batch    9/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  99 Batch   10/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.007
Epoch  99 Batch   11/269 - Train Accuracy:  0.969, Validation Accuracy:  0.963, Loss:  0.010
Epoch  99 Batch   12/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  99 Batch   13/269 - Train Accuracy:  0.978, Validation Accuracy:  0.965, Loss:  0.006
Epoch  99 Batch   14/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.007
Epoch  99 Batch   15/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.006
Epoch  99 Batch   16/269 - Train Accuracy:  0.969, Validation Accuracy:  0.966, Loss:  0.012
Epoch  99 Batch   17/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.008
Epoch  99 Batch   18/269 - Train Accuracy:  0.976, Validation Accuracy:  0.968, Loss:  0.010
Epoch  99 Batch   19/269 - Train Accuracy:  0.983, Validation Accuracy:  0.967, Loss:  0.006
Epoch  99 Batch   20/269 - Train Accuracy:  0.979, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch   21/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.007
Epoch  99 Batch   22/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.007
Epoch  99 Batch   23/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch   24/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch   25/269 - Train Accuracy:  0.974, Validation Accuracy:  0.967, Loss:  0.006
Epoch  99 Batch   26/269 - Train Accuracy:  0.975, Validation Accuracy:  0.967, Loss:  0.006
Epoch  99 Batch   27/269 - Train Accuracy:  0.971, Validation Accuracy:  0.966, Loss:  0.010
Epoch  99 Batch   28/269 - Train Accuracy:  0.971, Validation Accuracy:  0.967, Loss:  0.010
Epoch  99 Batch   29/269 - Train Accuracy:  0.978, Validation Accuracy:  0.966, Loss:  0.009
Epoch  99 Batch   30/269 - Train Accuracy:  0.967, Validation Accuracy:  0.969, Loss:  0.009
Epoch  99 Batch   31/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch   32/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch   33/269 - Train Accuracy:  0.975, Validation Accuracy:  0.970, Loss:  0.009
Epoch  99 Batch   34/269 - Train Accuracy:  0.975, Validation Accuracy:  0.971, Loss:  0.008
Epoch  99 Batch   35/269 - Train Accuracy:  0.973, Validation Accuracy:  0.971, Loss:  0.011
Epoch  99 Batch   36/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  99 Batch   37/269 - Train Accuracy:  0.981, Validation Accuracy:  0.971, Loss:  0.008
Epoch  99 Batch   38/269 - Train Accuracy:  0.971, Validation Accuracy:  0.971, Loss:  0.007
Epoch  99 Batch   39/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.007
Epoch  99 Batch   40/269 - Train Accuracy:  0.976, Validation Accuracy:  0.971, Loss:  0.008
Epoch  99 Batch   41/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.008
Epoch  99 Batch   42/269 - Train Accuracy:  0.977, Validation Accuracy:  0.970, Loss:  0.008
Epoch  99 Batch   43/269 - Train Accuracy:  0.975, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch   44/269 - Train Accuracy:  0.973, Validation Accuracy:  0.970, Loss:  0.009
Epoch  99 Batch   45/269 - Train Accuracy:  0.971, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch   46/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.007
Epoch  99 Batch   47/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch   48/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.009
Epoch  99 Batch   49/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.007
Epoch  99 Batch   50/269 - Train Accuracy:  0.965, Validation Accuracy:  0.971, Loss:  0.010
Epoch  99 Batch   51/269 - Train Accuracy:  0.972, Validation Accuracy:  0.969, Loss:  0.010
Epoch  99 Batch   52/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch   53/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.009
Epoch  99 Batch   54/269 - Train Accuracy:  0.978, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch   55/269 - Train Accuracy:  0.973, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch   56/269 - Train Accuracy:  0.968, Validation Accuracy:  0.965, Loss:  0.009
Epoch  99 Batch   57/269 - Train Accuracy:  0.970, Validation Accuracy:  0.965, Loss:  0.012
Epoch  99 Batch   58/269 - Train Accuracy:  0.972, Validation Accuracy:  0.965, Loss:  0.009
Epoch  99 Batch   59/269 - Train Accuracy:  0.976, Validation Accuracy:  0.965, Loss:  0.005
Epoch  99 Batch   60/269 - Train Accuracy:  0.975, Validation Accuracy:  0.966, Loss:  0.007
Epoch  99 Batch   61/269 - Train Accuracy:  0.967, Validation Accuracy:  0.967, Loss:  0.009
Epoch  99 Batch   62/269 - Train Accuracy:  0.974, Validation Accuracy:  0.969, Loss:  0.010
Epoch  99 Batch   63/269 - Train Accuracy:  0.970, Validation Accuracy:  0.970, Loss:  0.008
Epoch  99 Batch   64/269 - Train Accuracy:  0.977, Validation Accuracy:  0.969, Loss:  0.009
Epoch  99 Batch   65/269 - Train Accuracy:  0.976, Validation Accuracy:  0.969, Loss:  0.008
Epoch  99 Batch   66/269 - Train Accuracy:  0.975, Validation Accuracy:  0.968, Loss:  0.009
Epoch  99 Batch   67/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.008
Epoch  99 Batch   68/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  99 Batch   69/269 - Train Accuracy:  0.979, Validation Accuracy:  0.965, Loss:  0.011
Epoch  99 Batch   70/269 - Train Accuracy:  0.973, Validation Accuracy:  0.964, Loss:  0.008
Epoch  99 Batch   71/269 - Train Accuracy:  0.971, Validation Accuracy:  0.965, Loss:  0.011
Epoch  99 Batch   72/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.009
Epoch  99 Batch   73/269 - Train Accuracy:  0.974, Validation Accuracy:  0.963, Loss:  0.009
Epoch  99 Batch   74/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.008
Epoch  99 Batch   75/269 - Train Accuracy:  0.971, Validation Accuracy:  0.964, Loss:  0.009
Epoch  99 Batch   76/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.008
Epoch  99 Batch   77/269 - Train Accuracy:  0.976, Validation Accuracy:  0.964, Loss:  0.008
Epoch  99 Batch   78/269 - Train Accuracy:  0.975, Validation Accuracy:  0.964, Loss:  0.009
Epoch  99 Batch   79/269 - Train Accuracy:  0.969, Validation Accuracy:  0.967, Loss:  0.008
Epoch  99 Batch   80/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.006
Epoch  99 Batch   81/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.008
Epoch  99 Batch   82/269 - Train Accuracy:  0.978, Validation Accuracy:  0.967, Loss:  0.006
Epoch  99 Batch   83/269 - Train Accuracy:  0.974, Validation Accuracy:  0.966, Loss:  0.009
Epoch  99 Batch   84/269 - Train Accuracy:  0.973, Validation Accuracy:  0.966, Loss:  0.007
Epoch  99 Batch   85/269 - Train Accuracy:  0.977, Validation Accuracy:  0.968, Loss:  0.009
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Epoch  99 Batch   89/269 - Train Accuracy:  0.976, Validation Accuracy:  0.967, Loss:  0.007
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Epoch  99 Batch   91/269 - Train Accuracy:  0.974, Validation Accuracy:  0.964, Loss:  0.008
Epoch  99 Batch   92/269 - Train Accuracy:  0.969, Validation Accuracy:  0.964, Loss:  0.008
Epoch  99 Batch   93/269 - Train Accuracy:  0.973, Validation Accuracy:  0.965, Loss:  0.005
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Epoch  99 Batch  100/269 - Train Accuracy:  0.979, Validation Accuracy:  0.967, Loss:  0.007
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Epoch  99 Batch  108/269 - Train Accuracy:  0.977, Validation Accuracy:  0.965, Loss:  0.009
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Epoch  99 Batch  116/269 - Train Accuracy:  0.977, Validation Accuracy:  0.963, Loss:  0.009
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Epoch  99 Batch  121/269 - Train Accuracy:  0.978, Validation Accuracy:  0.964, Loss:  0.007
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Epoch  99 Batch  129/269 - Train Accuracy:  0.970, Validation Accuracy:  0.966, Loss:  0.011
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>>>>>>> caaab3a... submission_02
=======
>>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0
Model Trained and Saved

Save Parameters

Save the batch_size and save_path parameters for inference.

<<<<<<< HEAD <<<<<<< HEAD <<<<<<< HEAD
In [34]:
=======
In [39]:
>>>>>>> 307c83c... submission_01 =======
In [34]:
>>>>>>> caaab3a... submission_02 =======
In [34]:
>>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
# Save parameters for checkpoint
helper.save_params(save_path)

Checkpoint

<<<<<<< HEAD <<<<<<< HEAD <<<<<<< HEAD
In [35]:
=======
In [40]:
>>>>>>> 307c83c... submission_01 =======
In [35]:
>>>>>>> caaab3a... submission_02 =======
In [35]:
>>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import tensorflow as tf
import numpy as np
import helper
import problem_unittests as tests

_, (source_vocab_to_int, target_vocab_to_int), (source_int_to_vocab, target_int_to_vocab) = helper.load_preprocess()
load_path = helper.load_params()

Sentence to Sequence

To feed a sentence into the model for translation, you first need to preprocess it. Implement the function sentence_to_seq() to preprocess new sentences.

  • Convert the sentence to lowercase
  • Convert words into ids using vocab_to_int
    • Convert words not in the vocabulary, to the <UNK> word id.
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In [36]:
=======
In [41]:
>>>>>>> 307c83c... submission_01 =======
In [36]:
>>>>>>> caaab3a... submission_02 =======
In [36]:
>>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0
def sentence_to_seq(sentence, vocab_to_int):
    """
    Convert a sentence to a sequence of ids
    :param sentence: String
    :param vocab_to_int: Dictionary to go from the words to an id
    :return: List of word ids
    """
    # TODO: Implement Function
    
    output=[]
    lowerSent = sentence.lower()
    
    strText = lowerSent.split(' ')
    for txt in strText:
        if txt != '':
            if txt in vocab_to_int.keys():
                output.append(vocab_to_int[txt]) 
            else:
                output.append(vocab_to_int['<UNK>']) 
    
    return output


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_sentence_to_seq(sentence_to_seq)
Tests Passed

Translate

This will translate translate_sentence from English to French.

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In [37]:
=======
In [42]:
>>>>>>> 307c83c... submission_01 =======
In [37]:
>>>>>>> caaab3a... submission_02 =======
In [37]:
>>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0
translate_sentence = 'he saw a old yellow truck .'


"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
translate_sentence = sentence_to_seq(translate_sentence, source_vocab_to_int)

loaded_graph = tf.Graph()
with tf.Session(graph=loaded_graph) as sess:
    # Load saved model
    loader = tf.train.import_meta_graph(load_path + '.meta')
    loader.restore(sess, load_path)

    input_data = loaded_graph.get_tensor_by_name('input:0')
    logits = loaded_graph.get_tensor_by_name('logits:0')
    keep_prob = loaded_graph.get_tensor_by_name('keep_prob:0')

    translate_logits = sess.run(logits, {input_data: [translate_sentence], keep_prob: 1.0})[0]

print('Input')
print('  Word Ids:      {}'.format([i for i in translate_sentence]))
print('  English Words: {}'.format([source_int_to_vocab[i] for i in translate_sentence]))

print('\nPrediction')
print('  Word Ids:      {}'.format([i for i in np.argmax(translate_logits, 1)]))
print('  French Words: {}'.format([target_int_to_vocab[i] for i in np.argmax(translate_logits, 1)]))
Input
<<<<<<< HEAD
<<<<<<< HEAD
<<<<<<< HEAD
  Word Ids:      [16, 156, 26, 46, 42, 182, 37]
  English Words: ['he', 'saw', 'a', 'old', 'yellow', 'truck', '.']

Prediction
  Word Ids:      [293, 200, 335, 337, 230, 253, 30, 20, 1]
  French Words: ['il', 'a', 'vu', 'un', 'vieux', 'camion', 'jaune', '.', '<EOS>']
=======
  Word Ids:      [105, 183, 117, 8, 127, 6, 197]
  English Words: ['he', 'saw', 'a', 'old', 'yellow', 'truck', '.']

Prediction
  Word Ids:      [334, 207, 30, 184, 331, 24, 76, 239, 299, 167, 1]
  French Words: ['il', 'est', 'la', 'peu', 'au', 'volant', "d'", 'et', 'jaune', '.', '<EOS>']
>>>>>>> 307c83c... submission_01
=======
=======
>>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0
  Word Ids:      [16, 156, 26, 46, 42, 182, 37]
  English Words: ['he', 'saw', 'a', 'old', 'yellow', 'truck', '.']

Prediction
  Word Ids:      [293, 200, 335, 337, 230, 253, 30, 20, 1]
  French Words: ['il', 'a', 'vu', 'un', 'vieux', 'camion', 'jaune', '.', '<EOS>']
<<<<<<< HEAD
>>>>>>> caaab3a... submission_02
=======
>>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0
<<<<<<< HEAD <<<<<<< HEAD <<<<<<< HEAD ======= >>>>>>> caaab3a... submission_02 ======= >>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0

Google translate result of above translated text - He saw an old yellow truck.

<<<<<<< HEAD <<<<<<< HEAD ======= >>>>>>> 307c83c... submission_01 ======= >>>>>>> caaab3a... submission_02 ======= >>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0

Imperfect Translation

You might notice that some sentences translate better than others. Since the dataset you're using only has a vocabulary of 227 English words of the thousands that you use, you're only going to see good results using these words. For this project, you don't need a perfect translation. However, if you want to create a better translation model, you'll need better data.

You can train on the WMT10 French-English corpus. This dataset has more vocabulary and richer in topics discussed. However, this will take you days to train, so make sure you've a GPU and the neural network is performing well on dataset we provided. Just make sure you play with the WMT10 corpus after you've submitted this project.

Submitting This Project

When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_language_translation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.

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